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The Long Economic and Political Shadow of History

Volume I. A Global View

Edited by Stelios Michalopoulos and Elias Papaioannou

Centre for Economic Policy Research

33 Great Sutton Street London EC1V 0DX Tel: +44 (0)20 7183 8801 Email: [email protected] www.cepr.org

Study the past if you would define the future, Confucius wisely argued. Do the roots of development go back to the pre-industrial times and the Neolithic Revolution? How do the legal systems, colonial institutions and practices transplanted by Europeans; the presence of colonisers themselves; and early colonial investments influence contemporary comparative development? What is the legacy of Africa’s slave trades and the artificial drawing of borders? What are the drivers of the divergent development paths of South and North America, states in India, and the North and South of Italy? How have the Enlightenment and the Protestant Reformation shaped European development? How deep is anti-Semitism in Europe? And what is the aftermath of the Holocaust in Russia? Do Nazi occupation and communism still matter? And how? Are there long-run consequences of environmental features and disasters?

Historians have long studied the origins and implications of important events; and sociologists, political scientists and anthropologists have debated fiercely the role of culture, genetics, and evolutionary features on long-run development. Over the past decades, it is economists, working on growth, who are ‘rediscovering’ the importance of history. A vibrant, far-reaching inter-disciplinary stream of work has emerged. Historical archives, anthropological, linguistic, and archaeological maps, genetic evidence, satellite images and geographic endowments, are blended with econometric techniques and theoretical models to tackle controversial issues. The findings of this ambitious research agenda are novel and fascinating. This e-book summarises some influential works from this new research agenda examining the shadow that history casts over various aspects of the economy and the polity. While there are many open issues and debates and although development is not deterministic, one message is clear: We are shaped by history (Martin Luther King Jr).

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CEPR Press CEPR Press

A VoxEU.org Book

January 2017

9 780995 470156

ISBN 978-0-9954701-5-6

The long economic and political shadow of history - Volume I. A global view

CEPR Press

Centre for Economic Policy Research 33 Great Sutton Street London, EC1V 0DX UK

Tel: +44 (0)20 7183 8801 Email: [email protected] Web: www.cepr.org

ISBN: 978-0-9954701-5-6

Copyright © CEPR Press, 2017.

Cover image: bigstock

The long economic and political shadow of history -

Volume I: A Global View

Edited by Stelios Michalopoulos and Elias Papaioannou

A VoxEU.org eBook

January 2017

Centre for Economic Policy Research (CEPR)

The Centre for Economic Policy Research (CEPR) is a network of over 1,000 research economists based mostly in European universities. The Centre’s goal is twofold: to promote world-class research, and to get the policy-relevant results into the hands of key decision- makers.

CEPR’s guiding principle is ‘Research excellence with policy relevance’.

A registered charity since it was founded in 1983, CEPR is independent of all public and private interest groups. It takes no institutional stand on economic policy matters and its core funding comes from its Institutional Members and sales of publications. Because it draws on such a large network of researchers, its output reflects a broad spectrum of individual viewpoints as well as perspectives drawn from civil society.

CEPR research may include views on policy, but the Trustees of the Centre do not give prior review to its publications. The opinions expressed in this report are those of the authors and not those of CEPR.

Chair of the Board Sir Charlie Bean Founder and Honorary President Richard Portes President Richard Baldwin Research Director Kevin Hjortshøj O’Rourke Policy Director Charles Wyplosz Chief Executive Officer Tessa Ogden

Contents

Foreword vi

i Series Introduction: Historical legacies and contemporary development viii Stelios Michalopoulos and Elias Papaioannou

1 Introduction: A global view 1 Stelios Michalopoulos and Elias Papaioannou

2 On the spatial distribution of development. The roles of nature and history 7 Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil

3 Deep roots of comparative development 19 Quamrul H. Ashraf and Oded Galor

4 Barriers to the spread of prosperity 51 Enrico Spolaore and Romain Wacziarg

5 Environmental economic history 63 James Fenske and Namrata Kala

6 The persistence of technological creativity and the Great Enrichment: Reflections on the “Rise of Europe.” 73 Joel Mokyr

7 The economic impact of colonialism 81 Daron Acemoglu and James A. Robinson

8 Legal origins 89 Rafael La Porta, Florencio Lopez-de-Silanes, Andrei Shleifer,and Robert Vishny

9 The European origins of economic development 99 William Easterly and Ross Levine

10 On the long-run effects of colonial legacies. Evidence from small islands 107 James Feyrer and Bruce Sacerdote

11 Maritime technology, trade, and economic development. evidence from the first era of trade globalisation 117 Luigi Pascali

vi

Foreword

The origins and implications of important events have long been studied by historians.

Over the recent decades, economists have realised the importance of incorporating

these insights into their research agenda. By using this cross-disciplinary approach,

a fascinating body of new research on economics examines the influence of historical

events on various aspects of the economy and polity.

In this eBook, which is the first volume of three, the authors seek an understanding

of the deep factors shaping development of economic and political structures across

the globe. The authors span a period of ancient to modern history; this e-Book series

summarises research studying the long-lasting importance of events such as the

Neolithic Revolution; Africa’s slave trade; the Columbian exchange; the Protestant

Reformation; the Enlightenment; Nazi occupation; the holocaust and communism.

In discussing these events, the chapters summarise new insights on how colonisation;

geography; legal systems, culture and genetic diversity have contributed to the large

and growing variation in economic and political performance around the world.

The authors envisage the future of economics in this area as inter-disciplinary. By

evaluating geographical, sociological, anthropological and political factors, they hope

to provide a new research agenda for the discipline of economics. Building on the

works covered in this book, new research should blend historical data, anthropological

maps, and information on land endowments, with high-quality geo-referenced big-data

proxies of development.

CEPR is grateful to Professors Stelios Michalopoulos and Elias Papaioannou for their

joint editorship of this eBook series. CEPR is also grateful to the authors of the eBook

chapters. Some are global thought leaders, others are established scholars employed

at the very best academic institutions in Europe and the United States, while some

chapters are authored by promising, talented and energetic young scholars. Our thanks

Foreword

vii

also go to Sophie Roughton and Simran Bola for their excellent and swift handling of its

production. CEPR, which takes no institutional positions on economic policy matters,

is delighted to provide a platform for an exchange of views on this crucially important

topic, the legacy of important historical events on contemporary development.

Tessa Ogden

Chief Executive Officer, CEPR

January 2017

Study the past if you would define the future.

Confucius

We are made by history.

Martin Luther King, Jr.

1 The emergence of New Economic History

Those 18th and 19th century philosophers who shaped economic thought (David Ricardo,

Adam Smith, Karl Marx, John Stuart Mill), in company with early 20th century scholars

such as John Maynard Keynes and Joseph Schumpeter, believed in the blending of core

economic ideas (value maximisation, incentives, market laws) with history. Political

economy – as economics was referred to at the time – was a discipline that combined

elements from a wide array of social sciences and interpreted them with its new tools.

Yet, efforts to draw insights from history and related disciplines with which to shed

light on economic questions lost steam during the latter part of the last century.

The neoclassical approach would leave little room for a deeper understanding of

important historical events in the growth process, such as colonisation, institutional

changes and cultural traits that most people would instinctively see as fundamental

drivers of comparative development. Not modelling explicitly the role of history,

geography-ecology, and culture (religion, beliefs, family ties, norms), led to these

features being viewed empirically as a ‘residual’ of the growth process driven by

capital deepening, either in the physical sense of tools and machines or in the human

sense of education and health. And while new growth theories show how small

i Series Introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou Brown University and CEPR; London Business School and CEPR

viii

Series introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

ix

differences in initial endowments may translate into large differences when it comes to

urbanisation, agglomeration, and well-being, they were agnostic on the origins of these

initial conditions, naturally rooted in the historical record. But economists’ disregard

for history was not confined to the growth literature or macroeconomics. The total

number of published economic history papers in ‘top’ general-interest journals declined

(McCloskey 1976, Abramitzky 2015), as economists moved from relatively simple,

intuitive theories and applied methods to more complex, often esoteric, mathematical

models and elaborate quantitative-econometric empirical approaches (see also Temin

2013).1 However, since the late 1990s there has been a revival; a ‘new economic

history’ literature has emerged that studies important historical episodes, with the goal

of tracing their consequences on contemporary outcomes. This new literature applies

economic models and econometric techniques to examine the shadow that history casts

over various aspects of the economy and the polity.2

As is typical with history, the process of being ‘rediscovered’ among economists –

learning from the past and uncovering its legacy – has been gradual; and clearly there

were important works of economic history between the 1950s and 1990s, such as

Douglass North’s Structure and Change in Economic History in 1981 and Avner Greif’s

work on the interplay of culture and institutions (Greif 1993, 1994). Yet, the tipping

point seems to be a trio of influential works that appeared in the late 1990s. Acemoglu

et al. (2001, 2002, 2005) put forward the ‘colonial origins of comparative development’

thesis, where the type of colonial strategy and early colonial institutions influenced

subsequent economic and political development. The ‘law and finance’ works of La

Porta, Lopez de-Silanes, Shleifer, and Vishny (1997, 1998, 2006) showed that legal

origins transplanted during colonisation have a significant bearing on contemporary

1 The origin of this paradigm shift seems to be the publication of Paul Samuelson’s revolutionary textbook, The

Foundations of Economic Analysis in 1947. While the use of mathematics goes back to Alfred Marshall, John Hicks,

Edgeworth, and others, Samuelson is rightly credited for trying to synthesise and mathematically formalise economic

reasoning (see Temin 2013).

2 The global financial meltdown of 2007-2009 and the associated deep recession renewed the interest of macro-economists

working on business cycles, monetary and fiscal policy in economic history. Somewhat paradoxically, as “dynamic

macro” didn’t have much of an interest in history, two of the main protagonists of policymaking in the aftermath of the

crisis, Ben Bernanke and Christina Romer, were among the best scholars of the Great Depression and other historical

crisis periods.

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contractual institutions and finance. Engerman and Sokoloff (1997, 2002) argued that

colonial-era inequality, shaped by the type of colonial strategy employed (mining,

plantations), explains the divergent development paths of Southern and Northern

America. The analysis of historical events was also fuelled by important theoretical

contributions; the development of ‘unified growth theory’ (Galor and Weil 1999, 2000,

Galor 2011) which brought to the foreground the study of pre-industrial (Malthusian)

and modern economies in a unified framework; and the game-theoretic modelling of

both institutions and ‘class struggles’ (Acemoglu and Robinson 2000, 2001). For a

textbook treatment see Acemoglu and Robinson (2006) and Besley and Persson’s (2011)

that study jointly the co-evolution of economic and political development, through the

lens of ethnic fragmentation, inequality and conflict, which, in turn, may be shaped by

geographic, cultural or historical forces.

At the same time, the profession was greatly influenced by Jared Diamond’s magnum

opus, Guns, Germs, and Steel. Blending insights from geography, biology (zoology),

cultural anthropology, sociology, and even archaeology, Diamond provided a powerful

thesis on economic and political development over the long run. While Diamond

stressed the importance of geography-ecology in shaping institutional, political, and

societal traits, which in turn impact development, in parallel work David S. Landes

(1998) stressed the role of family ties, religion, beliefs and norms, arguing forcefully

that “culture makes all the difference”. Besides their original contributions, these works

also brought to the forefront old ideas that had been side-lined – for example, Max

Weber’s thesis on the importance of Protestantism in the Industrial and Commercial

Revolution, or Friedrich Hayek’s ideas linking legal-origin traditions to economic

freedom and prosperity.

The new economic history follows an inter-disciplinary approach, integrating historical

narratives and insights from other-than-economics social sciences (mostly sociology,

political science and anthropology) with mathematical models, and formally tests

long-standing, influential conjectures with econometric techniques. This eBook series

summarises contributions aimed at uncovering The long economic and political shadow

of history3. Some of the themes of these works transcend continents (like colonisation),

3 Nunn (2009, 2014) provides a thorough overview of this body of research. See also Spolaore and Wacziarg (2014).

Series introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

xi

some are regional (e.g., the spread of Protestantism in Europe or the slave trades in

Africa), while others are country(ies)-specific (e.g., the French Revolution’s impact

in France and Germany, the impact of the Holocaust in Russia, the Nazi occupation of

Italy, and the impact of communism). The works covered in this eBook series differ

in their focus. Some stress the role of cultural traits, such as religion (e.g., Becker and

Woessman 2009) and beliefs (Voigtländer and Voth 2012, Grosfeld and Zhuravskaya

2013); others emphasise the importance of ‘early’ institutional structures, related to

colonial practices (Naritomi, Soares, and Assunção 2012), colonial ‘indirect-rule’

(Acemoglu, Reed, and Robinson 2014, Iyer 2011), ‘forced labour’ systems (Dell 2010,

Lowes and Montero 2016) and the forced placement of indigenous tribes in special

reserves (Dippel 2013); others stress the impact of the environment, geography, and

ecology (e.g., Hornbeck and Naidu 2015, Ashraf and Galor 2003); and Fenske and Kala

provide, in Volume I, a synopsis of ‘Environmental Economic History’. Some studies

analyse the long-lasting effects of colonial investments in roads and railroads (Jedwab,

Kerby, and Moradi 2016) and ports (Jia 2014), or the effect of Christian missions on

education, health, and beliefs (Cage and Rueda 2016, Valencia 2016) whereas others

explore the legacies of relatively recent historical events, examining the impact of the

Holocaust (Acemoglu et al. 2014), communism (Alesina and Fuchs-Schundlen 2007),

and Nazi occupation (Fontana et al. 2016) not only on economic development, but also

on inequality, beliefs and political participation. Some works analyse the long-lasting

effect of specific migration movements – for example Moser et al. (2014) examine

the impact of Jewish émigré scientists leaving Nazi Germany on US innovation, while

Grosjean and Khattar (2015) and Grosjean and Brooks (2016) study the impact of

convict transportation from England to Australia, during the 18th and 19th century, on

contemporary culture.

While there have been many influential contributions, there are many open issues. As

the literature has tackled important and highly controversial subjects, there is naturally

a debate and therefore more research is needed to develop a clearer view of these topics.

For example, while there is not much ambiguity that the type of colonisation, or the

identity of the colonial power, was consequential for contemporary development, there

is still debate on the exact mechanisms at work. This is a hard task, as such large-scale

episodes affect not only the economy, but also beliefs and norms, institutions, and the

distribution of economic, and political power. Another open issue regards the potential

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Volume I. A Global View

interactions of historical events with critical junctures in the process of development;

for example, the negative consequences of forced labour systems in Latin America and

Africa may be large and long-lasting, since they prevented industrialisation at a time

of massive technological innovation. In line with this, Pascali (2017) finds that the

trade and growth benefits of the introduction of the steam engine, during the first era

of globalisation, were especially large in countries with strong executive constraints

and checks-and-balances. Likewise, the high levels of civicness in Medieval Italian

city-states, which correlate strongly with beliefs and development (Guiso et al. 2016),

may have been especially important during the Enlightenment and the subsequent

Commercial and Industrial Revolution.

While the papers summarised in this eBook series all reveal considerable persistence,

they do not imply that development is entirely determinist; leadership and policies

promoting investment and human capital accumulation or policies and technologies

enabling trade integration do matter4. So, while on the surface, there may seem to be

a tension between studies uncovering the shadow of history and the ability of policy

to affect development (Banerjee and Duflo 2014), the works below can be viewed as

showing that important policy decisions occurring in ‘critical’ times do have long-

lasting effects (that subsequent policy-makers find hard to reverse). For example, as

the chapter of La Porta, Lopez-de-Silanes, Shleifer and Vishny puts it, while laws often

change, the associated legal environment and culture is much harder to modify, since

they depend on judges and lawyers’ training, legal tradition, precedent, and social

norms. The works summarised in this eBook series, as well as other important studies

in the same genre, carry an obvious, yet often neglected, lesson. The success of any

policy implemented crucially depends on the underlying institutional and cultural

heritage of a given society, therefore it is vital for policymakers, development actors

and investors to understand the historical context, so as to model incentives and design

effective interventions.

Despite the wide-ranging topics that contributions to this eBook series cover, there are

many, often not fully-appreciated, similarities across them.

4 See for example Jones and Olken’s (2005, 2010) innovative studies on the role of leadership on growth.

Series introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

xiii

First, an element that quickly stands out across all chapters is their inter-disciplinary

approach.5 Many entries, for example, carefully investigate the economic and cultural

consequences of historical events and test influential conjectures put forward by

political scientists and sociologists. For example, Nunn (2008) quantifies the legacy

of Africa’s slave trades, testing long-established theories in political science. Going

over the papers, summarised in the chapters of this eBook series, the reader learns

a lot, not only about the economics, but also about the context, the protagonists,

and the key issues at stake. This inter-disciplinary approach has been a major step

forward and must be continued (Lamoreaux 2015). Related to this, most of the recent

contributions come from scholars who cannot be identified as ‘economic historians’,

since their contributions span several fields (e.g., Daron Acemoglu, Andrei Shleifer,

Luigi Zingales, Guido Tabellini, Ross Levine, and Oded Galor, to name but a few).

Second, most papers use (typically, self-collected) high-quality historical data that

are combined with contemporary proxies of economic, institutional, and financial

development. Some of the data collection and compilation efforts are remarkable, as

economists have cleaned and digitised hard-to-access historical archives: for example,

Nunn (2008) has digitised records on the hundreds of shipments of slaves out of Africa;

building on earlier work of Philip Curtin, Acemoglu et al. (2001) compiled data reflecting

settler mortality rates during the colonial time, using newspaper articles from the 19th

century; Voth and Voitalander (2012) digitised data on Jewish pogroms in German lands

during the Black Death; Cage and Rueda (2016) and Valencia (2016) geo-located the

Catholic and Protestant missions in Africa and Latin America; and Acemoglu et al.

(2014) constructed a dataset tracing all paramount chiefs installed by the British during

their indirect rule of Sierra Leone. Using a plethora of original sources and meticulous

efforts, Easterly and Levine (2016) have unearthed data on the share of Europeans,

during the colonial times, for more than 100 contemporary countries, in order to assess

their initial presence and long-lasting effects. And many papers are based on digitised

historical and anthropological maps, portraying, for example, the spatial distribution

of African ethnicities at the time of colonisation (Nunn 2008, Nunn and Wantchekon

5 This is an important step forward, because, as Mancur Olson famously argued it is hard conducting interdisciplinary

research without losing discipline.

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2011, Michalopoulos and Papaioannou 2016), or of Native American tribes (Dippel

2013). Many use data from anthropologists (e.g., George Peter Murdock’s mapping

of ethnicities and codification of key economic, cultural, and institutional traits), as

well as geo-referenced high-resolution data on geography (e.g., soil quality, terrain

ruggedness, suitability of land for particular crops, among others). Some works employ

data produced by population geneticists and evolutionary biologists (Spolaore and

Wacziarg 2014 and Ashraf and Galor 2016). In addition, some of the papers summarised

in this eBook series have compiled novel data for the most recent period. La Porta et

al. (1997, 1998) have gone over the corporate and bankruptcy laws of many countries

to construct quantitative measures capturing the strength of minority shareholders’ and

creditors’ rights. Going over the historical record regarding the independence period

for each African country, Wantchekon and Ponce (2016) have classified independence

movements into rural and urban based.

Third, the works in this eBook series share an important feature: they are ambitious.

Employing state-of-the-art econometric techniques and intuitive theoretical constructs,

they aim to understand the consequences of events, such as the role of colonial

strategies in Brazil (Naritomi et al. 2012), the impact of the Holocaust (Acemoglu

et al. 2011), the artificial drawing of those colonial borders in Africa that survived

independence (Michalopoulos and Papaioannou 2016), the role of Jewish immigrant

scientists in US innovation (Moser et al. 2014), the role of the steam ship in advancing

commerce and institutions (Pascali 2017), the long-lasting effect of communism on

attitudes and values (Alesina and Fuchs-Schundlen 2007), or the contemporary legacies

of city-states during Medieval times (Guiso et al. 2016). For each of these topics there

are thousands of pages of excellent work in the areas of history, political science and

sociology, along with a plethora of qualitative studies. To this corpus of excellence,

economists bring along formal theorising and sound econometric tools, complementing

and building upon the existing research. Naturally, ambition is at the same time a strength

and a shortcoming. This is because, almost by default, it is impossible to perfectly

explain and trace the legacy of history. Yet economists have been open to critique and

in many instances they have gone back to the original archival data, re-examined and

re-codified the entries, and improved upon the findings of these influential works.

Clearly, the massive amount of work in history and political science, that rightly studies

detailed aspects of these events, should and will not be ‘replaced’ by some simplified

Series introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

xv

economic model that (by necessity) abstracts from many relevant aspects to focus on

some key channels; and the vast body of historical evidence should not be swept under

the carpet because of some interesting econometric technique. But economics does

offer a fresh new angle. Continuing and strengthening the ongoing cross-pollination

between economists and scholars in other disciplines can only prove beneficial to the

cause; that of understanding whether, how and why history matters in terms of shaping

the observed variation in outcomes today across regions.

Fourth, as the revival of the ‘new economic history’ coincided with the ‘credibility revolution in empirical economics’ (Angrist and Pischke 2010), many of the papers rely on modern state-of-the art econometric methods, such as difference-in-difference estimation, ‘matching’ methods, regression discontinuity, instrumental variables, and ‘natural experiments’. These methods – while not perfect – attempt to account for unobserved or hard-to-measure confounding factors, or to exploit some form of ‘quasi- random’ variation in the historical record. For example, in her study on the impact of British direct rule of Indian states (as compared to indirect rule via local kings), Iyer (2010) exploits experimental variation stemming from the lapse rule, applied by the British between 1848-1856; under this system the British would take under direct rule only those Indian states where the dying native ruler did not have an heir. To identify the impact of colonisation, Feyrer and Sacerdote (2009) focus on small islands and use variation in wind patterns to obtain quasi-random variation on the timing and duration of European contact. History is full of idiosyncratic events, accidents and mistakes that economists (and more recently political scientists) exploit to credibly identify relationships. For example, scholars assess the effects of (unexpected) environmental shocks, as Hornbeck and Naidu (2014) examine the impact of the Great Mississippi Flood of 1927 on black out-migration and subsequent agricultural development in the US South. Likewise, Fenske and Kala (2015) link enslavement raids in Africa to temperature shocks.6 Even though historical variation entails often random elements, history is shaped by people, leaders, technology, and the environment; so the impact of historical events cannot be evaluated via formal experimental tools (such as lab

6 There is a related large literature on environmental shocks and civil conflict (see Burke, Hsiang, and Miguel 2015, for a

review).

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experiments or randomised-control trials), which are quite useful for the evaluation of various narrow policy interventions. Yet this does not invalidate their strength; quite the contrary. The studies reviewed in this eBook series exploit some unique aspect of the historical landscape or try to account as carefully as possible for confounding factors to examine the legacy of events that affect people’s views, beliefs, country institutions, and the economy.

A fifth shared principle of these works is the conscious effort of the authors to make

their findings accessible not only to specialists but also to the general public. The papers

are widely accessible and fun-to-read (even when you disagree). Some authors, most

notably Acemoglu and Robinson (2012) and Mokyr (2016) have written important

books for the general public that build on this recent research agenda. And almost all

authors have written non-technical summaries and Op-Eds. We hope that this eBook

series will contribute to that ongoing effort.

Below we illustrate broadly the patterns of persistence over long periods of time. We

then briefly go over the original works summarised in the 33 chapters of the three

volumes of this eBook series.

2 Long-Term Persistence

2.1 The Evidence

Economic development appears quite persistent.7 Figure 1a provides a visualisation of

the correlation of the logarithm of GDP per capita in 2014 and the respective statistic in

1960. The regression yields a close-to-unity elasticity (0.925), implying that countries

that were 10% percent richer than other nations in the 1960s are (on average), today,

9.25% more developed. And one can explain half of the variation in contemporary

performance with that of 1960 – the first year of (relatively) high-quality data from

7 Clearly there is noise in the GDP numbers, especially when one goes back to the pre-1960 period. If measurement error

takes the classical form (i.e., is unrelated to country’s output), then the correlations will be attenuated, indicating lower

(than the true) persistence.

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Stelios Michalopoulos and Elias Papaioannou

xvii

the Penn World Table (the elasticity and in-sample fit are similar if one uses Angus

Maddison’s data). Clearly during the past 6 decades, there have been success stories of

rapid structural transformation and industrialisation, most notably in East Asian (Japan,

South Korea, Taiwan, and Singapore) and Southern Europe. There are also episodes of

decline, such as those of Haiti, Venezuela, and of many African countries. Yet, as Figure

1a reveals, such episodes are the exception rather than the rule; output per capita is quite

persistent. And, if anything, persistence is stronger, if one examines output in levels

rather than in per capita terms.

Even if one examines the link between current GDP per capita (p.c.) and pre-WWI

output p.c., the correlation remains quite high. Using data from Angus Maddison, Figure

1b illustrates the correlation of log GDP p.c. in 2008 and in 1913; the elasticity is 0.90

and the in-sample fit is considerable, with an R-squared of around 0.50. While there are

some evident success cases (the East Asian countries) and some failure cases (Africa,

Nepal, North Korea, and Argentina), most countries are close to the regression line.

And, as Figure 1c illustrates, the pattern is similar when we associate contemporary log

GDP p.c. (in 2008) with GDP p.c. before the first wave of globalisation and during the

Second Industrial Revolution (in 1870). The elasticity is almost 1 and log GDP in 1870

again explains half of the variability in contemporary GDP p.c. (R-squared continues to

be around 0.50). The correlation falls only when we go back to the 1820s, when most

countries were still in the pre-industrial phase and per capita income differences were

negligible compared to today’s large differences, even then the correlation exceeds 0.35

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Volume I. A Global View

Figure 1a.

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6 6.5 7 7.5 8 8.5 9 9.5 10 log GDP per person in 1960

Africa Europe Asia South America North America Oceania 95% CI fitted values

REGRESSION FIT: log(GDPcap2014) = 1.8537 + 0.9242*log(GDPcap1960) + e R-squared = 0.50 Source: PWT

Figure 1b

DZA EGY

GHA

MAR

TUN

AFRICA

ALB

AUT BEL CHE DEU

DNK

ESP

FIN FRA

GBR

GRC

HUN

IRL ITA

NLD NOR

POL

PRT

ROU

SWE

TUR YUGCHN

HKG

IDN

IND

IRN

IRQ

JOR

JPNKOR

LBN LKA

MMR

MYS

NPL

PHL

PRK

SGP

SYR THA

TWN

VNM

ASIA

ARG

BRA

CHL

COL

ECU PER

URYVEN

LATINAM

CAN

CUBJAM

MEX

USA

CARIBB

AUS

NZL

7 8

9 10

11 lo

g G

D P

pe r p

er so

n in

2 00

8

6 6.5 7 7.5 8 8.5 9 log GDP per person in 1913

Africa Europe Asia South America North America Oceania 95% CI fitted values

REGRESSION FIT: log(GDPcap2008) = 2.4735 + 0.9063*log(GDPcap1913) + e R-squared = 0.51 Source: Maddison

Series introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

xix

Figure 1c

DZA EGY

GHA

MAR

TUN ZAF

AFRICA

ALB

AUT BEL

BGR

CHE DEU

DNK

ESP

FIN FRA

GBR

GRC

HUN

IRL ITA

NLD NOR

POL

PRT

ROU

SWE

TUR YUGCHN

HKG

IDN

IND

IRN

IRQ

JOR

JPNKOR

LBN LKA

MMR

MYS

NPL

PHL

PRK

SGP

SYR THA

TWN

VNM

ASIA

ARG

BRA

CHL

COL

ECU PER

URYVEN

LATINAM

CAN

CUBJAM

MEX

USA

CARIBB

AUS

NZL

7 8

9 10

11 lo

g G

D P

pe r p

er so

n in

2 00

8

6 6.5 7 7.5 8 log GDP per person in 1870

Africa Europe Asia South America North America Oceania 95% CI fitted values

REGRESSION FIT: log(GDPcap2008) = 1.8967 + 1.0542*log(GDPcap1870) + e R-squared = 0.50 Source: Maddison

The patterns in Figures 1a-1c summarise (in a crude way) a large body of research

revealing considerable persistence in income, output, and urbanisation, during at least

the post-colonial period. There seems to be a ‘structural break’ only when one goes

back to the Columbian exchange and the early stages of colonisation, a pattern that

Acemoglu et al. (2002) have eloquently coined ‘reversal of fortune’8. While obtaining

reliable data on income and output for the pre-colonial times becomes tricky and there

are natural questions on data quality, many works reveal persistence, even when one

takes a very long-run perspective (Comin et al. 2010, and Ashraf and Galor 2013).

Perhaps more importantly, there is persistence on income per capita and population

density, even when one looks across regions within the same countries. For example,

Maloney and Valencia (2015) report strong correlations between pre-colonial and

contemporary population densities across regions in 18 countries in North, Central

and Latin America (population density is the appropriate metric for development in

Malthusian pre-Industrial societies). For 12 (7) countries the correlation exceeds 0.5

(0.75). Similarly, Broda and Weinstein (2002) report high correlations on population

8 Chanda, Cook, and Putterman (2014) show that when one conducts the analysis at the population (rather than the

territorial) level, then persistence increases.

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The Long Economic and Political Shadow of History-

Volume I. A Global View

densities across Japanese regions over a four-century period. Maloney and Valencia

(2015) also uncover strong positive correlations between contemporary regional (log)

income and (log) pre-colonial population density. Likewise, Tabellini (2010) finds

sizable persistence between contemporary regional income across eight European

countries and historical proxies of development.

The evidence on persistence hints that there are deep-rooted, historical factors shaping

development, at least partly. This finding is, at first-glance, puzzling, as there have been

watershed events in the past couple of centuries, including colonisation, two world wars,

numerous regional conflicts, revolutionary regime changes, the Industrial Revolution,

the tremendous rise in globalisation. During the past two centuries the world population

experienced an unprecedented increase in standards of living, as incomes rose, poverty

fell (especially since the 1990s), fertility rates declined, and life expectancy and health

improved. Yet the gains have been highly asymmetric, and, if one takes a medium to

long-run perspective, there is evident divergence. This is revealed in Figures 2a-2b

where, using the historical GDP series of Maddison, we plot output per capita since

1870 for continents and some countries.

Figure 2a

6 7

8 9

10 lo

g G

D P

p er

p er

so n

18 70

18 80

18 90

19 00

19 10

19 20

19 30

19 40

19 50

19 60

19 70

19 80

19 90

20 00

year

Western Offshoots Western Europe Latin America

Asia Africa

Source: Maddison

Series introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

xxi

Figure 2b

6 7

8 9

10 lo

g G

D P

p er

p er

so n

18 70

18 80

18 90

19 00

19 10

19 20

19 30

19 40

19 50

19 60

19 70

19 80

19 90

20 00

year

United States United Kingdom Spain

Brazil China South Africa

India Russia Ghana

Source: Maddison

Understanding persistence appears crucial, therefore, as a combined reading of Figures

1a-1c with Figures 2a-b suggests that countries/regions with a small-to-modest head

start managed to gain the most, both from the technological innovations of the 19th and

20th centuries and from the global spur of commerce.

2.2. Explanations

The literature has bundled the potential explanations of persistence and divergence into

four broad (and quite often interrelated) categories (see Acemoglu and Robinson 2012):

i. those related to historical institutions, such as colonial extractive rules, pre-

colonial political legacies and enslavement;

ii. those stressing the role of cultural traits, related to religion, trust, family ties,

beliefs and norms;

iii. those related to geography-ecology, such as the impact of floods, temperature

shocks, terrain ruggedness and isolation, soil variability, etc.;

iv. others that emphasise historical accidents, such as the artificial drawing of colonial

borders in Africa.

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Volume I. A Global View

The chapters of this eBook series summarise works that explain contemporary

economic development (as well as political development and attitudes) via different

mechanisms, some geographic, some related to cultural traits, some stressing the

legacies of institutional features, and some emphasising the role of accidental events.

We view these contributions as complementary and, as many of the chapters will reveal,

culture and institutions are interlinked and quite often share geographic origins (see

Alesina and Giuliano 2016, Ashraf and Galor 2016).

Volume 1 of the eBook series starts with chapters reviewing works on the spatial

distribution of economic activity across the globe and its main correlates. Next, it

includes chapters summarising works which explore watershed events that have global

repercussions. The chapters in Volume 2 summarise research on the deep origins of

African development as well as works on the legacy of colonial practices in India,

China, and Australia. Volume 3’s chapters summarise studies on historical legacies in

Latin and North America and then surveys works on the shadow of history in Europe.

Series introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

xxiii

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Fortune: Accounting for Population Movements, There Was No Post-Columbia

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Institutions, and Differential Paths of Growth Among New World Economies”, in Stephen Haber, ed., How Latin America Fell Behind, Stanford: Stanford University Press, 1997.

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Inequality, and Paths of Development among New World Economies, Economia, 3(1)

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About the authors

Stelios Michalopoulos is an Associate Professor of Economics at Brown University, a

Faculty Research Fellow at the NBER and a Research Affiliate of the CEPR. A native

of Argos, Greece, Stelios holds a B.A. from the Athens University of Economics and

Business and a Ph.D. in Economics from Brown University. After completing his

doctorate in 2008, he joined the Department of Economics at Tufts University as an

Assistant Professor. In 2010-2011 he was the Deutsche Bank Member at the Institute

for Advanced Study at Princeton.

His primary research interests intersect with political economy, growth and development,

and the economics of culture. He has published in leading peer-reviewed economic

journals including the American Economic Review, Econometrica, Journal of Political

Economy and the Quarterly Journal of Economics.

Elias Papaioannou is Professor of Economics at the London Business School (London,

United Kingdom). He is also a research fellow of the CEPR (Centre for Economic

Policy Research) and the NBER (National Bureau of Economic Research).

He holds an LL.B. from the law school of the National and Kapodistrian University

of Athens, Greece, a Master›s in Public Policy and Administration (MPA) with a

concentration in international economics from Columbia University, and a Ph.D. in

economics from the London Business School. After the completion of his doctorate

in 2005 he worked for two years at the Financial Research Division of the European

Central Bank (ECB) in Frankfurt, Germany. From 2007 till 2012 he served as Assistant

Professor of Economics at Dartmouth College (NH, USA), while during the 2010-2011

and 2011-2012 academic years he was a Visiting Assistant Professor at the Economics

Department of Harvard University (MA, USA).

His research interests cover the areas of international finance, political economy,

applied econometrics, macro aspects of regulation, law and finance, and growth

and development. He has published in many leading peer-refereed journals, such

Series introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

xxxi

as Econometrica, the Quarterly Journal of Economics, the Journal of Political Economy,

the American Economic Review, Journal of Finance, the Economic Journal, the Review

of Economics and Statistics, the Journal of Development Economics, the Journal of the

European Economic Association, the Journal of International Economics, and more.

His work has also appeared in numerous edited book volumes.

His research has been recognized with the inaugural 2013 European Investment Bank

Young Economist Award, 2005 Young Economist Award by the European Economic

Association and the 2008 Austin Robinson memorial prize by the Royal Economic

Association. Elias consultants for international organisations, investment banks, hedge

funds, and institutional investors on macroeconomic developments in the EU and

Greece.

1

1 Introduction: A global view

Stelios Michalopoulos and Elias Papaioannou Brown University and CEPR; London Business School and CEPR1

Broadly speaking, the chapters of Volume I discuss works with a global viewpoint.

In Chapter 1, the editors (Stelios Michalopoulos and Elias Papaioannou) provide an

overview of the chapters of this volume, that discuss works with a global viewpoint.

In Chapter 2, Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil

summarise their recent work on the role of geography, agglomeration, and history of the

spatial distribution of development, as depicted by satellite images of light density at

night. This chapter sets the stage for the eBook, as it quantifies the relative importance

of these features of population density and development. The authors use a plethora

of fine, georeferenced, data on geographic endowments (temperature, precipitation,

elevation, land suitability for agriculture, length of growing period, prevalence

of malaria, ruggedness), biome-vegetation zones, and access to water transport.

Henderson et al. (2016) then perform a decomposition of global spatial development

into geographic features, trade and agglomeration-related factors, and history (captured

as a first-approximation by country fixed effects). Their analysis shows that geography

is neither destiny (as Napoleon famously argued) nor bunk (as Henry Ford put it).

Geography does matter, but it explains less than half of the variability in luminosity;

history is important for explaining at least a third of the overall variability.

1 We would like to express our gratitude to all the authors who have graciously contributed to this e-book. A special thanks

to Charles Wyplosz and Richard Baldwin for pushing us to undertake this project to collect non-technical summaries for

some of the major contributions revealing the legacy of important historical events. Due to space and other constraints

some important works are not covered by this e-book. We would like also to thank Sophie Roughton, Simran Bola, and

Tessa Ogden from CEPR for helping us.

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Volume I. A Global View

2

In Chapter 3, Quamrul Ashraf and Oded Galor summarise their (and others’) work

on how the Neolithic Revolution and the pre-historic movements of populations ‘out

of Africa’ influences both pre-industrial and contemporary comparative development

(Ashraf and Galor 2011, 2013). Their fascinating chapter connects insights from

evolutionary biology, genetics, cultural anthropology, and political science with Unified

Growth Theory. It also discusses the origins of genetic and cultural diversity and their

consequences for long-run development.

In Chapter 4, Enrico Spolaore and Romain Wacziarg present empirical evidence

showing that genetic distance and human relatedness have considerable statistical power

in explaining both the diffusion of technology/development and the dissemination of

democratic institutions (Spolaore and Wacziarg 2009, 2014). They also show how

genetic and linguistic barriers explain the spread of the fertility transition across

European regions during and after the Industrial Revolution. Their work highlights the

challenges that societies and policymakers face; they have to overcome history-shaped

barriers that slow down the spread of pro-growth technologies, institutions, and beliefs.

The results, however, do not establish historical (or genetic/cultural) determinism;

while the legacies are considerable, the empirical analysis shows that such barriers have

diminished in the recent globalisation era, as people from different cultural, genetic,

geographical, and institutional backgrounds mix, trade, marry, and befriend.

In Chapter 5, James Fenske and Namrata Kala provide an overview of ‘Environmental

Economic History’. In this chapter, which is complementary to our introduction, the

authors summarise recent works that assess the impact of ‘the interaction between human

culture and the environment’ with contemporary outcomes. In particular, the authors

cover two strands of the literature. They go over empirical studies that aim to isolate the

impact of particular geographic endowments on institutions, culture, and policies. In

addition, they review studies assessing the long-term impact of environmental shocks

on various development outcomes, such as the impact of droughts on historical conflict

(Fenske and Kala 2015), the Great Mississippi Flood (Hornbeck and Naidu 2014), or

the Dust Bowl (Hornbeck 2012).

In Chapter 6, Joel Mokyr summarises some of the key ideas of his latest work, which

try to understand the forces behind the origins of modern growth and the Industrial

Revolution. Drawing on his latest book (Mokyr 2016), he discusses the interactive role

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Stelios Michalopoulos and Elias Papaioannou

3

played in Europe’s history by political fragmentation and the emergence of knowledge-

based science during the Enlightenment culture. This work stresses interactions that

could explain the lasting impact of various historical features, in this case political

fragmentation – which is linked to Europe’s heterogeneous geography (Diamond 1997).

Political competition appeared to become crucial when attitudes towards scientific

knowledge changed somewhat and when new technology (the printing press) enabled

its spread.

Chapters 7, 8, 9 and 10 discuss the impact of colonisation on former European colonies

around the world (Volumes II and III include chapters summarising various aspects of

colonisation on specific regions and countries).

In Chapter 7, Daron Acemoglu and James Robinson summarise their papers (some

with Simon Johnson) on the role of colonial institutions in determining contemporary

economic and political/institutional development (Acemoglu et al. 2001, 2002, 2005,

and see Acemoglu and Robinson 2012, for a general-audience exposition). The authors’

starting point is that colonial strategies were quite heterogeneous; on the one hand, in

places where Europeans faced favourable living conditions and low opposition from

local population and where population density was low, they migrated en masse and

established colonies with inclusive pro-growth institutions. Examples include the

United States, Canada, Australia, and New Zealand. On the other hand, in places with

unfavourable ecological conditions (yellow fever, malaria) and effective opposition

from the locals, Europeans set up small communities and applied extractive strategies

aimed at minerals and agricultural goods. Africa stands out as the typical example.

Latin America falls somewhere in the middle of the spectrum. Due to institutional

persistence, colonial institutions endured after independence, contributing to a massive

divergence in well-being.

In Chapter 8, Rafael La Porta, Florencio Lopez-de-Silanes, Andrei Shleifer and Robert

Vishny summarise their contributions on the long-lasting legacies of legal origins (e.g.,

La Porta et al. 1997, 1998). The authors have brought into economics and finance

insights from legal theory, stressing the vast differences of the British common-law

system with the French and German civil-law systems. La Porta et al. show how the

different legal systems that Europeans established led to considerable heterogeneity on

commercial and civil laws as well as the regulatory environment of product, labour, and

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4

capital markets. In a series of papers (some co-authored with Simeon Djankov) they have

constructed quantitative measures reflecting the quality of the legal system in protecting

minority shareholders and creditors, and the efficiency of courts, red tape, and regulations;

using the new data they have shown that common-law countries offer superior protection

to investors, have more efficient and less formalistic courts, and regulate markets lightly.

In contrast, countries that were French (and to a lesser extent German) colonies offer

much weaker protection to shareholders and creditors, have slow courts with formalistic

civil and administrative procedures, high levels of red tape, and tight regulations. La Porta

et al. further argue that these important differences in corporate law and regulation have

shaped financial patterns and depth (size of capital markets, stock market turnover, private

credit), which in turn affects economic development (see Levine 2005).

In Chapter 9, Bill Easterly and Ross Levine summarise their recent work on the impact

of colonisation in a large sample of 129 countries. Their analysis proceeds in two steps.

First, the authors go over their newly constructed dataset of European presence at the time

of colonisation. In many colonies (such as Togo, Kenya, Cambodia, Iraq, and Pakistan),

the share of Europeans was minimal, consisting of less than 1% of the population, while

in other colonies (Argentina, Australia, Costa Rica, Canada, and the United States),

the share of Europeans, even at the very early stage exceeded 10%. In support of the

Acemoglu et al. (2002) argument, they find that Europeans did not settle in large numbers

in areas with dense indigenous populations. Second, they show that the share of Europeans

correlates significantly with contemporary development. Importantly, they uncover that

the percentage of Europeans in the population during colonisation is a more important

correlate of output per capita than the share of the Europeans today, illustrating that the

colonial experience was influential (see also Hall and Jones 1999).

In Chapter 10, Jim Feyrer and Bruce Sacerdote summarise their work. Colonial powers’

decisions to establish colonies and protectorates was at least partly driven by local health

conditions; opposition from indigenous population; and, perhaps, other region-specific

factors that may, in turn, affect contemporary development directly, or via other-than-

colonisation means. Feyrer and Sacerdote (2009) try to push on causation, a daunting

task. They examine the impact of colonial tenure on contemporary development, focusing

on small islands in the Pacific, Atlantic, and Indian Oceans and applying an ingenious

identification approach. To isolate the one-way effect of colonisation and account for

Introduction: Historical legacies and contemporary development

Stelios Michalopoulos and Elias Papaioannou

5

other relevant factors, they exploit exogenous variation on oceanic winds and currents;

sailing ships had very limited ability to sail against oceanic winds and thus followed

currents that facilitated maritime travel. The authors then apply an econometric approach

that relates modern income to the component of colonial tenure explained by islands’

effective accessibility by sailing ships. Their two-stage analysis shows that longer

colonial rule has a statistically strong and quantitatively non-negligible positive effect on

contemporary GDP per capita. Thus, while this study focuses on small islands, crucially it

advances the key issue of causation, by providing fresh evidence on a causal link between

the length of colonisation and contemporary development.

In Chapter 11, Luigi Pascali discusses his recent work, examining the impact of the steam

ship on the surge of shipping commerce during the first era of globalisation (1870-1913).

Understanding growth during this period of industrialisation is key, as global GDP more

than tripled during this half-century; and the increase in income was highly asymmetric.

Pascali’s (2017) insight is that the introduction of the steam ship differentially affected

trade across the world. For some regions the effect was large, since unfavourable winds

and currents were impeding trade, while for other regions the benefit was smaller because

of winds already favourable to sail. His empirical analysis yields four interesting results.

First, he documents a swift adoption of the new technology. Second, he estimates large

shipping costs trade elasticities, suggesting that the introduction of the steam ship was

a major driver of globalisation and of the spur in trade. Third, he shows a small overall

effect of steam-ship-induced trade on average incomes across the world, that is, however,

quite heterogeneous. Fourth, Pascali presents evidence that the spur of trade, fostered by

the introduction of the steam ship, had large positive effects on development in countries

with good institutions. In contrast, trade’s impact on development in autocratic countries

with low levels of executive constraints was negative. This result is quite important, as

it emphasises the interactive effects of historical events; countries with more ‘inclusive’

institutions managed to benefit from a new revolutionary technology (steam ship) in a

period of massive economic transformation (the Second Industrial Revolution in an era of

rapid globalisation) sowing the seeds for the ensuing dramatic divergence.

7

2 On the spatial distribution of development. The roles of nature and history

Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil London School of Economics and Political Science; Amazon.com; Tufts University; Brown University

Why do people, in the world as a whole or within a given country, live where they do?

Why are some places so densely populated and some so empty? In daily life, we take

this variation in density as a matter of course, but in many ways it can be quite puzzling.

Economists point to three factors to explain how population is distributed. The first

is that there are differences in geographical characteristics, often referred to as ‘first

nature’, that make some places better disposed for habitation or producing output than

others. This explains why mountainous regions, deserts, tundra and so on tend to have

low population density, and why much of the world’s population is situated in places

where it is relatively easy to produce food.

The second factor is agglomeration. Because of economies of scale and gains from

trade, we humans often find it efficient to gather in small areas. Of course, many

industries, most notably food production, don’t benefit from such concentration, and are

instead spread out in accordance with the availability of first nature resources. Further,

there are limits to the benefits of agglomeration: because of congestion and transport

costs, the urban population is spread among many cities, which are, in turn, spatially

dispersed.

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The final factor affecting the distribution of population is history. Cities, once

established, have a very strong tendency to stay put. This persistence results from many

factors, often collectively described as ‘second nature’ (Cronon 1992). Among these

factors are long-lived capital, political power, and the fact that once agglomeration has

started in a particular place, it will be a natural focus for future equilibria. As discussed

by Bleakley and Lin (2012) and Michaels and Rauch (forthcoming), this persistence

can be important, even when the reasons that a city has been established in a particular

place are no longer important.

The complete story of how nature, agglomeration, and history have interacted to give

the world the distribution of population that we see today is far too complex to be

captured in a single study. In ‘The Global Spatial Distribution of Economic Activity:

Nature, History, and the Role of Trade ’ (Henderson et al. 2017), our goals are less

ambitious. We ask how economic and technological development have changed the

ways in which first-nature characteristics impact population distribution. While these

characteristics themselves haven’t changed too much over history (so far), the way in

which they affect settlement has. Simple examples of such changes are the impacts

of air conditioning, irrigation, and the discovery of new uses for particular mineral

resources. We focus on the two natural characteristics where we think that changes

associated with economic and technological change have been most important. These

are, first, the suitability of a region for growing food, and second, the suitability of a

region for engaging in national and international trade. Over the last several centuries,

the importance of fertile land as a determinant of population density has declined,

both because agricultural productivity has increased – so that a smaller fraction of the

labour force works on farms – and because transport costs have fallen – so that people

don’t need to live near where their food is produced. Lower transport costs, along with

increased opportunities for gains from trade, have similarly raised the value of locations

(such as those on coasts, navigable rivers, or natural harbours) that are accessible to

trade, either within or between countries.

Our goal is to show how these changes are reflected in the distribution of population

today. In pursuing this goal, the effect of persistence, as described above, turns out

to be very important. We are interested in how technology in historical times affected

agglomeration at those times, but the data on population density that we use (described below)

2. On the spatial distribution of development. The roles of nature and history

Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil

9

is only available for the world today. However, if we know when (in a rough sense)

agglomeration began in a country, then we can use the similarity of today’s distribution

to the historical distribution to learn about how the technology available at that time

affected agglomeration.

First-nature data and the distribution of population today

Before looking at the role of history, we start by simply examining the explanatory

power of first-nature characteristics for population distribution in the world today,

which is arguably an interesting issue in its own right.

Our starting point, in measuring the dispersion of population, is lights observed at

night by weather satellites. Specifically, we use the 2010 Global Radiance Calibrated

Nighttime Lights dataset (Ziskin et al. 2010). In previous work (Henderson et al.

2012), we showed that change over time in night-lights data is a useful proxy for the

growth of GDP in countries with poor national income accounts data. The lights data

are distributed as a grid of pixels of dimension 0.5 arc-minute resolution (1/120 of a

degree of longitude/latitude). We aggregate into a grid of 1/4-degree squares, with each

square covering approximately 770 square kilometres at the equator. At this resolution

our sample is roughly 240,000 grid squares (excluding squares made up solely of

water). Figure 1 shows this grid cell data for the world as a whole.

Figure 1. Demeaned lights

High : 10.32

Low : -7.48

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The first-nature variables we use in predicting lights come in three groups. The first,

labelled ‘agriculture’, are factors that seem clearly related to producing food. These

comprise six continuous variables (temperature, precipitation, length of growing period,

land suitability for agriculture, elevation, and latitude) as well as a set of 14 indicators

for biomes (mutually exclusive regions, encoding the dominant natural vegetation

expected in an area, based on research by biologists.) The second group of variables,

labelled ‘trade’, focus on access to water transport. These are dummy variables for

whether the centre of a grid cell is within 25 kilometres of a coast, navigable river,

major lake, or natural harbour, as well as a continuous measure of distance to the

coast. Finally, we define a ‘base’ group of two variables – ruggedness and malaria

ecology – which seemed to us to be roughly equally relevant for agriculture and trade.

Figure 2a. Demeaned predicted lights without fixed effects

High : 10.32

Low : -7.48

Figure 2a shows the fitted values from regressing lights in a grid square on our three

sets of first-nature variables. Together, these variables explain 47% of the variation

in lights and, looking at the figure, there is clearly a strong resemblance between the

fitted values and the world as we know it. However, there are two potential problems

associated with jumping from this result to the conclusion that nature really does

explain such a large fraction of variability in population density. The first is that

variation in visible light is not solely determined by population density. The other

big determinant is income per capita. It is for this reason that, in Figure 1, Japan is so

much brighter than Bangladesh, even though the latter is more densely populated. The

second problem is that a statistical correlation between geographical characteristics and

2. On the spatial distribution of development. The roles of nature and history

Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil

11

either income or population density might not indicate a true effect of geography, but

rather be proxying for the effect of something correlated with geography. For example,

if European colonisers implanted good institutions in places where the climate was

amenable to their settlement, and bad institutions in places where it was not (the story

of Acemoglu et al. 2001), then a European-type climate will predict higher income,

even though it may not directly affect income at all.

Figure 2b. Demeaned predicted lights with fixed effects

High : 10.32

Low : -7.48

Both of these problems are addressed by looking at variation in lights and natural

characteristics within countries. Formally, this amounts to including country-fixed

effects in our analysis, which is done in all the work reported below. Figure 2b is

an example of this: we estimate the effect of first-nature characteristics, using only

within-country variation in lights, and then form fitted values for the world as a whole,

omitting the estimated country fixed effects. As the figure shows, knowing only how

geography affects population within countries, one would still do a pretty good job of

predicting the variation in population density the world over. The agriculture and trade

variables account for slightly more than one-third of within-country variation.

The changing importance of first-nature characteristics

We now turn to the question of how the importance of natural characteristics, as a

determinant of the distribution of population, has changed over time. As mentioned

above, a key to our approach is comparing countries where agglomeration took place early,

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thus reflecting the weights put on natural characteristics further back in time, with those

that agglomerated later. Unfortunately, we don’t have a good, consistent measure of

exactly when agglomeration took place, so instead we use data from 1950, on both

urbanisation as well as two proxies: education and GDP per capita. Our assumption is

that countries with higher values of these measures, as of that point in time, also started

their urbanisation process earlier. We use several statistical approaches to parse the

data. One is to estimate coefficients on our ‘agriculture’ and ‘trade’ variables separately

for early and late agglomerators, while simultaneously letting the data determine where

the cutoff is between these two groups of countries (essentially, looping through all

possible division points to find the one that gives the best fit). Applying this method,

using urbanisation in 1950, for example, we find that the cutoff between early and late

agglomerators is an urbanisation rate of 36.2%, which puts 70 out of 189 countries

(57.2% of our grid squares) in the ‘early’ category. Table 1 then shows the R-squareds

from running regressions of visible lights on either the set of base variables (including

country fixed effects), the base plus agriculture variables, or the base plus trade

variables. The improvement in fit that comes from adding agricultural variables is

much larger in the early than in the late agglomerating countries; correspondingly, the

improvement in fit that comes from adding trade variables is much larger in the late

agglomerating countries than in the early agglomerators. We find a similar pattern when

we use education or GDP per capita in 1950 to split the data, and we find it also when

we look solely within the New World or the Old World. We also find similar results

when we look at other specifications, for example linearly interacting urbanisation or

its proxies with agriculture and trade variables.

Table 1. R-squareds

RHS variables Early Agglomerators Late Agglomerators

Base 0.350 0.359

Agriculture + Base 0.613 0.508

Trade + Base 0.385 0.447

These results tell what, at first, seems to be a puzzling story: late agglomerators are

generally poorer countries, and on average are more dependent on agriculture than early

agglomerators. Yet it is in the latter group of countries that agricultural variables do a

better job of predicting the location of population and economic activity. Our explanation

2. On the spatial distribution of development. The roles of nature and history

Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil

13

of this apparent puzzle looks to the timing of when agricultural productivity rose and

similarly when trade costs fell. In countries where agglomeration got going early,

the rise in agricultural productivity preceded the decline in transport costs. That

is, people began moving from farms to cities at a time when it was still relatively

expensive to move food from place to place. As a result, cities were located close

to areas conducive to food production. By contrast, in late agglomerators, the rise

in agricultural productivity that allowed urbanisation came later, relative to declining

transport costs, and so the latter was relatively more influential as a determinant of

location. Figure 3 shows some of the data that supports this story: it plots the urban

share of the population in groups of early and late agglomerators, as well as a global

index of transport costs. The figure makes clear that transport costs were far lower

when late agglomerators reached any particular level of urbanisation than when the

same level was reached by early agglomerators.

Figure 3.

.4 .6

.8 1

1. 2

1. 4

G lo

ba l r

ea l f

re ig

ht in

de x*

10 20

30 40

50 60

U rb

an s

ha re

( %

)

1800 1850 1900 1950 2000 year

Urban share: early developers Urban share: late developers

Global real freight index*

*excludes periods including world war years

Sources: Bairoch (1988); Mohammed and Williamson (2004)

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An interesting implication of this analysis is that countries that are only urbanising

now have population distributions that are more appropriate to modern technology

than do those that urbanised earlier. For example, even though, in Europe, coastal

areas already have particularly high population densities, our estimates imply that, had

Europe developed later, coastal density would be even greater. Similarly, had Africa

developed earlier, interior areas such as the Ethiopian highlands and the Congo basin

would have higher relative population densities than those actually observed today.

Another set of implications, drawn from the story in our paper, involves spatial inequality

within countries. We expect that early agglomerators, with their activity focused around

agriculturally suitable land, and a distribution of population inherited from a period

when transport costs were high, should have a higher degree of spatial equality in lights

overall than late agglomerators, with their heightened coastal focus and low transport

costs. To assess this prediction, we calculate a spatial Gini coefficient for light across

grid cells for each country. Table 2 shows the results from regressing the lights Gini

on urbanisation in 1950. The coefficient is negative, as predicted. Further, controlling

for the Gini of lights predicted using our geographic variables, as well as measures of

country size and population (and thus population density), does not affect the result.

Table 2. Gini Coefficient of Lights

Urbanisation in 1950 -0.00400 (0.00067)

-0.00425 (0.00063)

-0.00285 (0.00049)

Gini Coefficient of Predicted Lights 0.382

(0.073) 0.0933

(0.0658)

ln(land area) 0.0864

(0.0074)

ln(population in 2010) -0.0500 (0.0081)

Constant 0.851

(0.026) 0.702

(0.037) 0.212

(0.063)

Observations 131 131 131

R-squared 0.167 0.277 0.597

2. On the spatial distribution of development. The roles of nature and history

Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil

15

Conclusion

The saying that “geography is destiny” is often attributed to Napoleon. Meanwhile, the

American industrialist Henry Ford really did say that “history is bunk.” In our research,

we have shown that, when it comes to thinking about how population is distributed

within countries, there is reason to doubt both of these statements. Geography clearly

matters quite a bit, when it comes to where people live. But the aspects of geography

that matter change over time. Further, there is enormous persistence in location, so that

the ways in which geography mattered in the past – that is, history – are still reflected

in the spatial distribution of population today.

To many readers, sitting in cities founded hundreds of years ago, sipping coffee grown

thousands of kilometres away, none of this will come as a great surprise. However,

understanding the dynamic interplay of geography, technology, economic growth, and

history – a project in which our paper is only a small step – is of great import in

thinking about many issues facing the world today. Not only are the impacts of different

geographic characteristics continuing to change with economic and technological

development, but, in decades to come, geographic characteristics themselves will be

changing at an ever increasing rate. At the same time, in much of the developing world,

urbanisation is taking place at a rapid pace. The locational decisions made today will

have impacts for centuries to come.

References

Acemoglu, Daron, Simon Johnson, and James A. Robinson (2001), “The Colonial

Origins of Comparative Development: An Empirical Investigation”, The American

Economic Review 91.5 1369-1401.

Bairoch, Paul (1988), Cities and Economic Development, Chicago: University of

Chicago Press.

Bleakley, Hoyt, and Jeffrey Lin (2012), “Portage and path dependence”, The Quarterly

Journal of Economics 127.2: 587.

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Volume I. A global view

16

Cronon, William (1992), Nature’s metropolis: Chicago and the Great West, WW

Norton & Company.

Henderson, J. Vernon, Adam Storeygard, and David N. Weil (2012), “Measuring

Economic Growth from Outer Space”, American Economic Review 102(2): 994- 1028

Henderson J. Vernon, Tim Squires, Adam Storeygard, David Weil (2017), The Global

Spatial Distribution of Economic Activity: Nature, History, and the Role of Trade,

Working Paper, Brown University

Michaels, Guy, and Ferdinand Rauch, “Resetting the urban network: 117-2012”, The

Economic Journal, forthcoming.

Mohammed, Saif I. Shah, and Jeffrey G. Williamson (2004), “Freight rates and

productivity gains in British tramp shipping 1869–1950”, Explorations in Economic

History 41.2: 172-203.

Ziskin, Daniel, Kimberly Baugh, Feng Chi Hsu, Tilottama Ghosh, Chris Elvidge (2010),

“Methods Used for the 2006 Radiance Lights”, Proceedings of the 30th Asia Pacific

Advanced Network Meeting 131 -142.

About the authors

Vernon Henderson is the Eastman Professor of Political Economy and Professor of

Economics and Urban Studies at Brown University, and a Research Associate of the

National Bureau of Economic Research. He has been at Brown since 1974. His Ph.D. is

from the University of Chicago and his B.A. from the University of British Columbia.

He has conducted research on aspects of urbanisation and local government finance

and regulation in the USA, Brazil, Canada, India, China, Korea and Indonesia. Besides

the work on night lights, his current research examines urban land auctions conducted

by the state in China, exclusionary policies of localities in Brazil resisting in-migration

of low skill people, and the aid effort and recovery from the tsunami in 200 coastal

villages in Aceh, Indonesia.

2. On the spatial distribution of development. The roles of nature and history

Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil

17

Tim Squires is an economist working for Amazon.com. He received his PhD from

Brown University in 2015, with a concentration in using spatial data to answer questions

in Development and Growth. Since then he has brought those skills to Amazon.com,

tackling issues related to the Device business. Since starting at Amazon he has worked

with Software developers and Business partners to build scalable economics engines to

improve the efficiency of the business both online and offline.

Adam Storeygard is an Assistant Professor of Economics at Tufts University,

with research interests in development and urban economics, and particularly in

urbanisation, transportation, and the economic geography of sub-Saharan Africa. Much

of his work uses geographic data, including satellite data. His work has appeared in

journals including the American Economic Review, the Review of Economic Studies,

and Nature. He received a PhD from Brown University in 2012.

David N. Weil is the James and Merryl Tisch Professor of Economics at Brown

University and a Research Associate of both the National Bureau of Economic Research

and Brown’s Population Studies Training Center. He received his B.A. in History from

Brown in 1982 and his Ph.D. in Economics from Harvard in 1990. He has written

widely on various aspects of economic growth including cross-country empirics,

accumulation of human and physical capital, appropriate technology, fertility, habit

formation, and health, as well as on such non-growth topics as demographic economics,

Social Security, monetary policy, portfolio allocation, and inequality. He is the author

of an undergraduate textbook on economic growth and co-editor of the four volume

African Successes (University of Chicago Press, 2016).

19

3 Deep roots of comparative development

Quamrul H. Ashraf and Oded Galor Williams College; Brown University, NBER, and CEPR

Introduction

The transition from an epoch of stagnation to an era of sustained economic growth has

marked one of the most extraordinary transformations in human history. While living

standards in the world economy stagnated during the millennia preceding the Industrial

Revolution, income per capita has undergone a remarkable twelve-fold increase over

the past two centuries, altering the distribution of education, health, and wealth across

the globe.

The unprecedented rise in the standard of living, however, has not been universally

shared among individuals and societies. In particular, variation in the timing of the

take-off from stagnation to growth has led to a vast divergence in income per capita.

Inequality across societies, which had been modest until the 19th century, has since

widened considerably, with the ratio of income per capita between the richest and the

poorest regions of the world being magnified from a moderate 3:1 ratio in 1820 to a

staggering 15:1 ratio by 2010.

Unified Growth Theory

The differential timing of the take-off from Malthusian stagnation to sustained

economic growth and the corresponding divergence in income per capita across the

globe have been the focus of intensive research during the past two decades. The

inconsistency of the predominant theories of economic growth with some of the most

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fundamental characteristics of the growth process, as well as their limited ability to

shed light on the origins of the vast global disparity in contemporary living standards,

have spurred the development of a unified theory of economic growth that captures the

growth process in its entirety. The advancement of Unified Growth Theory has been

fuelled by the conviction that the understanding of the global variation in economic

development would be fragile and incomplete unless the prevailing theory of economic

growth reflects the principal driving forces behind the entire process of development,

capturing the central role that historical factors have played in bringing about the current

worldwide disparities in living standards.

Unified Growth Theory provides a fundamental framework for analysing the evolution

of individuals, societies, and economies over the entire course of human history

(Galor and Weil 2000, Galor and Moav 2002, Galor 2005, Galor and Mountford 2008,

Galor 2011).1 The theory unveils the principal economic forces that have generated the

remarkable transition from stagnation to growth and underlines their significance for

understanding the contemporary growth process of both developed and less-developed

economies. Moreover, it sheds light on the roles played by historical and prehistorical

factors in the divergence of income per capita across regions of the world over the course

of the past two centuries. The theory captures, in a single analytical framework, the main

characteristics of the process of development: (i) the epoch of Malthusian stagnation

that characterised most of human history; (ii) the escape from the Malthusian trap and

the associated spike in the growth rates of income per capita and population; (iii) the

emergence of human capital formation in the process of development; (iv) the trigger

for the onset of the demographic transition; (v) the emergence of the contemporary

era of sustained economic growth; and (vi) the divergence in income per capita across

countries.

Unified Growth Theory suggests that the transition from stagnation to growth has

been an inevitable by-product of the process of development. It argues that the

inherent Malthusian interaction between the rate of technological progress, on the

one hand, and the size and composition of the population, on the other, accelerated

1 See also Hansen and Prescott (2002) and Lagerlöf (2006).

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

21

the pace of technological progress and, ultimately, raised the importance of education

in coping with a rapidly changing technological environment. The associated rise in the

demand for education, in turn, brought about significant reductions in fertility rates.

It enabled economies to divert a larger share of the fruits of factor accumulation and

technological progress to the enhancement of human capital formation and income per

capita, paving the way for the emergence of sustained economic growth. Furthermore,

heterogeneity in country-specific geographical, institutional, and human characteristics

that have affected the intensity of the pivotal interaction between the rate of technological

progress, on the one hand, and the size and composition of the population, on the other,

has generated variation in the timing of the transition from stagnation to growth and,

thus, contributed to the contemporary gap in income per capita across countries (Galor

2010).

The biogeographical origins of comparative development

Theories of comparative development highlight a variety of proximate and ultimate

determinants of the vast inequities in living standards across the globe. The relative

importance of geographical, cultural, and institutional factors; human capital formation;

ethnic, linguistic, and religious fractionalisation; colonialism; legal origins; and

globalisation has been at the centre of a debate regarding the origins of the differential

timing of transitions from stagnation to growth and the remarkable transformation of the

world income distribution in the last two centuries (e.g., Gallup et al. 1999 Acemoglu et al. 2001, 2005, Alesina et al. 2003, Glaeser et al. 2004, La Porta et al. 2008, Ashraf and Galor 2013a, Michalopoulos and Papaioannou 2014). Although both theoretical and

empirical research have typically focused on the effects of such factors in giving rise to

and sustaining the divergence in income per capita since the early modern era, attention

has recently been drawn towards deeply rooted factors that have been argued to affect

the path of comparative economic development over the entire arc of human history.

Specifically, this line of research suggests that factors determined tens of thousands of

years ago have had a significant effect on the course of economic development from the

dawn of mankind to the contemporary era.

These explorations of the long shadow of (pre)history have centred around three

fundamental lines of inquiry – namely, (i) the interaction between human evolution

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and the process of economic development; (ii) the impact of the differential timing

of the Neolithic Revolution on comparative development across societies; and (iii)

the influence of heterogeneity in the genetic composition of populations on their

comparative economic performance – emphasising the roles played by the Neolithic

Revolution and the prehistoric exodus of anatomically modern humans from Africa, in generating variation in the composition of human traits across populations around the

globe.2

Human evolution

The impact of the economic environment on the evolution of human traits and the

contribution of this evolutionary process to long-run economic development have been

the subject of an intensive research programme over the past two decades. The central

hypothesis in this research avenue, originating with Galor and Moav (2002), suggests

that, in the era following the Neolithic Revolution, Malthusian pressures not only acted

as a key determinant of the size of a population but conceivably shaped, via the forces

of natural selection, its composition as well. Lineages of individuals whose traits were

complementary to the economic environment may have generated higher levels of

income and, thus, a larger number of surviving offspring. Consequently, the gradual

increase over time in the representation of these traits in the population may have

contributed to the process of development, the pace of the transition from stagnation to

growth, and comparative economic development across societies.

In line with the evidence regarding human evolutionary adaptations since the onset of

the Neolithic Revolution, this research additionally suggests that, due to the egalitarian

nature of hunter-gatherer societies, the forces of evolutionary selection within a society

were largely muted prior to the adoption of farming and the emergence of the nuclear

family. The transition to sedentary agriculture and the emergence of property rights,

however, may have subsequently reinforced the association between parental income and

reproductive success and, thus, amplified the pace of these evolutionary processes (Galor

and Moav 2002).

2 The following discussion of the literature on human evolution, genetic diversity, and economic development is borrowed

from Ashraf and Galor (forthcoming).

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

23

Subjecting hypothetical evolutionary processes to the scrutiny of evolutionary growth

models, this body of research has identified several traits that may have been subjected

to positive selection during the Malthusian epoch, due to their conduciveness to

human capital formation and economic development. In particular, these studies have

highlighted the selection of innate preferences for the quality rather than quantity of

offspring (Galor and Moav 2002), resistance to infectious diseases (Galor and Moav

2007), human body size (Lagerlöf 2007), predisposition towards entrepreneurial

spirit (Galor and Michalopoulos 2012), lactase persistence (Cook 2014), conspicuous

consumption (Collins et al. 2015), and time preference (Galor and Özak 2016).3

Specifically, Galor and Moav (2002) have advanced the hypothesis that, during the

Malthusian epoch, natural selection may have brought about a gradual increase in the

prevalence of traits associated with predispositions towards the quality rather than

quantity of offspring. The positive influence of this evolutionary process on investment

in human capital may have stimulated technological progress and contributed to

the reinforcing interaction between human capital investments and technological

progress, which ultimately triggered the demographic transition and brought about a

state of sustained economic growth. The quantitative analysis of Collins et al. (2014) corroborates this hypothesis.

An empirical test of the hypothesis advanced by Galor and Moav (2002) has

recently been conducted by Galor and Klemp (2014). Using an extensive data set of

genealogical records for nearly half-a-million individuals in Quebec between the 16th

and 18th centuries, their study suggests that moderate fecundity, and thus predisposition

towards investment in child quality, was conducive to long-run reproductive success,

reflecting the negative influence of higher fecundity on the survivability, marital age, and

education of each offspring. The finding lends credence to the hypothesis that, during

the Malthusian epoch, natural selection favoured individuals with lower fecundity

and greater predispositions towards child quality, thus contributing to human capital

formation, the demographic transition, and the transition from stagnation to growth.

3 It may be noted that the interaction between human evolution and the process of development, as emphasised by this literature,

is applicable to either cultural or genetic propagation mechanisms for the intergenerational transmission of individual traits

(Bisin and Verdier 2011, Bowles and Gintis 2011, Robson and Samuelson, 2011, Doepke and Zilibotti 2014).

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24

The evolutionary origins of worldwide variations in the resistance to infectious diseases,

as well as their implications for comparative development, have been examined by

Galor and Moav (2007). This research hypothesises and provides empirical evidence

that the socioeconomic transformations associated with the Neolithic Revolution

triggered an evolutionary process, which, in turn, applied positive selective pressures

on the resistance to infectious diseases. Consequently, heterogeneity across societies

in their length of exposure to this evolutionary process, as captured by the differential

timing of their transition to sedentary agriculture, may have significantly shaped the

contemporary global distribution of human longevity. In a related paper, Cook (2015)

further links this evolutionary process to the degree of intrapopulation genetic diversity

in the human leukocyte antigen (HLA) system.

Galor and Michalopoulos (2012) have explored the coevolution of entrepreneurial

spirit and the process of long-run economic development. Their analysis suggests that

Darwinian selection of entrepreneurial traits m a y h a v e played a significant role in

the process of economic development, influencing the dynamics of inequality both

within and across societies. Specifically, they argue that entrepreneurial spirit evolved

non-monotonically over the course of human history. In early stages of development,

risk-tolerant growth-promoting traits may have possessed an evolutionary advantage,

and their increased representation in the population over time accelerated the pace of

technological progress and, thereby, the process of economic development. In mature

stages of development, however, risk-averse traits may have gained an evolutionary

advantage, diminishing the growth potential of advanced economies and contributing

to convergence in economic growth across countries.

The coevolution of subsistence consumption, the ability to engage in efficient and

diversified food procurement strategies, and the process of development has also been

examined by this line of research. Specifically, Lagerlöf (2007) has argued that resource

depletion, associated with technological progress and rising population density during

the Malthusian epoch, may have triggered a shift in reproductive advantage from large

to small body sizes, thereby generating an endogenous reversal of the long-run time

trend in human body mass. In addition, Cook (2014) has provided empirical evidence, documenting that heterogeneity across regions in the contemporary prevalence of the

lactase persistence trait is positively associated with differences in the level of precolonial

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

25

economic development – a pattern that presumably reflects the reproductive success

and the productivity-enhancing benefits associated with this post-Neolithic adaptation

that extends the ability to digest milk into adulthood.4 Furthermore, Collins et al. (2015) have argued that female mating preferences may have increased the reproductive success

of males predisposed to engage in conspicuous consumption in order to credibly signal

their quality. However, because conspicuous consumption is funded through increased participation in the labour force, the increase over time in the prevalence of signalling

males in the population may have given rise to an increase in economic activity, which

then contributed to long-run economic growth.

Finally, Galor and Özak (2016) have explored the evolutionary origins of the contemporary

distribution of time preference across regions. They advance the hypothesis and provide

empirical evidence that geographical variation in the natural return to agricultural

investment may have had a persistent effect on the distribution of time preference across

societies. In particular, exploiting a natural experiment associated with the expansion of

suitable crops for cultivation in the course of the Columbian Exchange, these authors

find that preindustrial agro-climatic characteristics, conducive to higher returns from

agricultural investment, may have triggered selection and learning processes that have

had a persistent positive effect on the prevalence of long-term orientation.

In contrast to the literature on the interaction between human evolution and the process

of development, which emphasises the ‘direct effects’ of the composition of human

traits in society on economic outcomes, a complementary line of research, originating

with Spolaore and Wacziarg (2009), has exploited human evolutionary data in order

to empirically examine the ‘barrier effects’ of the extent of cultural and biological

divergence between societies on their ability to adopt technological and institutional

innovations from the global frontier and, thus, on the diffusion of economic

development. Notably, in these contributions (e.g., Spolaore and Wacziarg 2009, 2016),

the extent of divergence between societies is proxied by their pairwise genetic distance

in selectively neutral genetic markers – a measure that captures the time elapsed since

the two societies diverged from a common ancestral population and, therefore, the time

4 The long-run codetermination of human physiology and economic development is explored further by Dalgaard and

Strulik (2015, forthcoming).

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26

over which intersocietal cultural and biological differences could have accumulated,

due to the forces of cultural and genetic drift, differential selection, and divergent gene-

culture coevolution. In line with the ‘barrier effects’ arising from cultural and biological

divergence, this area of inquiry has documented the reduced-form contribution of

genetic distance between societies to differences in income per capita, technology

adoption, and institutional quality, amongst other outcomes.

The neolithic revolution

The influence of biogeographical endowments in giving rise to variation in the timing of

the Neolithic Revolution across regions has been at the centre of an influential hypothesis

of comparative economic development (Diamond 1997, 2002). Accordingly, the

emergence and subsequent diffusion of sedentary agricultural practices were primarily

driven by geographical conditions such as climate, continental size and orientation, as

well as the availability of wild plant and animal species amenable to domestication.

In particular, favourable biogeographical endowments, associated with a larger

variety of domesticable species of plants and animals and with factors facilitating the

spatial diffusion of agricultural practices across similar climatological environments,

contributed to the emergence of agriculture during the Neolithic Revolution, giving

some societies the early advantage of operating a superior production technology

and generating resource surpluses. They permitted the establishment of a non-food-

producing class, whose members were crucial for the development of written language

and science and for the formation of cities, technology-based military powers, and nation

states. The early dominance of these societies thereafter persisted throughout history,

being further sustained by geopolitical and historical processes such as colonisation and

globalisation.

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

27

Figure 1. The Neolithic Revolution and historical versus contemporary comparative

development

Panel a

AGO

BDI

BEN

BWA

CIV

COG

DZA

EGY

ETH

GAB

GHA

GIN

MB

GNB VRALB KWT

G

CMRKEN

SLEBR

LBY

LSO

MAR

MDG MOZ

RTBFACZEM

MWI

NAM

NER

NGA

RWA

SDNUGA LSEN

SOM

SWZ

MLIT

TUN

TZA

ZAF

ZMB ZWE

AUT

BEL

BLR

CHE

DEU

DNK

ESP

EST

FIN

FRA

GBR

GRCAZE VENBGHR

IRL

LTU

LVA

MDA

NIC CAFMKD

NLD

POL

PR

SVN ROM

ASWE

UKR

UG

AFG

GO TKMBIHSLVY

ARE

ARM

CHN

ZAR VNMGEO

BOL IND

ISR

HUNIRNPRYIRQ

JOR

JPN

KAZ

TCD KGZKHM

KOR

LBN

NOR LK

MMR

MNG

MYS

NPL

PAK

PHL

PRK

ATSURQ

AU RUS OMNS

SYR

LAO THA

TJK

TUR

UZB

YEM

AUS

PNG

ARG

BLZ

BRA IDNCAN

ITACHL

CRIBGD COL

CUB DOM

ECUGTM

GUY

THND

HTI

MEX

NZL PAN

PER

URY

USA

-3 -2

-1 0

1 2

-1 -.5 0 .5 1

Africa Europe Asia Oceania Americas

Lo g

po pu

la tio

n de

ns ity

in 1

50 0

(C on

tr ol

v ar

ia bl

es h

el d

at z

er o)

(Control variables held at zero)

Log years since transition

Panel b

AGO BEN

BFA

BWA

CAF

CIV

BRACOG

RDZA

EGY

ETH

GAB

GHA

GIN

GMB

GNB

KEN

LBR

LBY

LSO

MA

MDG MLI

MOZ

MRT

MWI

NAM

NER

WAIDNR

SDN HRV INDSEN

SLE

SOM

SWZ

TCD

BLZTGO

TUN

TZA

ZMB

ZWE

ALB

AUTTHA BEL

BG

BIH

BLR

CHE

NZLPANCZE

DE

DNK

ESP

EST FIN

GRC

IRL

UITA

LTU

LVA

MDA

MKD

RRNLD

NOR

POL

PRT

IRQ ROM

RUS

ARG SVN

UKR

AFG

ARE

ARMAZE

BGD

CHN GEO

IRN

ISR

RJOR

JPN

KGZ

KHM

KOR

KWT

LAO

LBN

LKA

MNG

ZAF MYS

NPL

MNTKMO

GUYPAK

PHL

PRK

QAT

SAU

SYR

TJK

FRA TUR

UZB VNM

YEM

USUGAKAZA

PNG

SLVBOL

GBCMCAN

HUNCHL

BDICOL

CRI

NGACUB

DOM

MEX ECU

SWE GTM

HND HTI

NIC

PER PRY

URY

USA

VEN

-2 -1

0 1

2

-1 -.5 0 .5

Africa Europe Asia Oceania Americas

(C on

tr ol

v ar

ia bl

es h

el d

at z

er o)

Lo g

in co

m e

pe r

ca pi

ta in

2 00

0

(Control variables held at zero)

Log years since transition (ancestry adjusted)

Sources: Ashraf and Galor (2011, 2013a)

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Volume I. A global view

28

As illustrated in panel (a) of Figure 1, heterogeneity across societies in the timing of the

transition to sedentary agriculture is indeed instrumental for the understanding of their

precolonial comparative development, as captured by population density in the year

1500 (Ashraf and Galor 2011; Spolaore and Wacziarg 2013). Nevertheless, evidence

suggests that the initial dominance of some societies, due to their earlier transition to

agriculture, has dissipated over the past five hundred years, and, as depicted in panel (b)

of the figure, the timing of the Neolithic Revolution has no significant association with

contemporary income per capita (Ashraf and Galor, 2013a).5

In particular, the finding of a persistent impact of the (ancestry adjusted or unadjusted)

timing of the Neolithic Revolution on contemporary cross-country comparative

development (e.g., Olsson and Hibbs 2005, Putterman 2008, Putterman and Weil 2010)

does not appear to hold within continents – i.e., when one accounts for unobserved time-

invariant continent fixed effects. Thus, while the differential timing of the transition to

agriculture could still potentially explain some of the cross-continental differences in

contemporary living standards, through long-run persistence, this explanatory power

cannot be separately identified from the confounding influences of correlated but

unobserved differences across continents in time-invariant geographical, cultural, and

institutional factors. In contrast, the explanatory power of the timing of the Neolithic

Revolution for precolonial comparative development holds not only across continents

but within continents as well.

Genetic diversity

The importance of interpersonal genetic diversity within populations has been the

focus of a recent but vibrant research programme in the academic literature concerning

the deep roots of comparative development, which originates with Ashraf and Galor

(2013a). This research has advanced and empirically substantiated the hypothesis that

levels of genetic diversity in indigenous settlements across the globe were adversely

affected by their migratory distances from the cradle of mankind in East Africa and,

5 The depicted relationship between ancestry-adjusted years since the transition to agriculture and income per capita in

2000 corresponds to the regression presented in column 2 of Table 6 from Ashraf and Galor (2013a).

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

29

thereby, generated a persistent hump-shaped influence on development outcomes,

reflecting the trade-off between the beneficial and detrimental effects of diversity on

productivity at the societal level.

Diversity can positively influence economic development by widening a society’s

spectrum of individual skills, abilities, and cognitive approaches, which, in turn, fosters

innovative activity, stimulates specialisation, and allows societies to adapt more rapidly

to changing technological environments. Conversely, by also widening a society’s

spectrum of individual values, beliefs, preferences, and predispositions in social

interactions, diversity can reduce the extent of social cohesion, generate inefficiencies

in the provision of public goods, and hamper economic coordination, thus conferring

a negative influence on economic performance. Importantly, if the social benefits

and costs of diversity are diminishing at the margin, diversity is expected to impart a

hump-shaped influence on aggregate productivity. Thus, the economic performance of

societies characterised by intermediate levels of diversity is expected to be higher than

that associated with excessively homogenous or heterogeneous societies.

Figure 2. Migratory distance from East Africa and genetic diversity

.5 5

.6 .6

5 .7

.7 5

E xp

ec te

d he

te ro

zy go

si ty

0 5 10 15 20 25 Migratory distance from East Africa (in thousand km)

Africa Middle East Europe Asia Oceania Americas

Source: Ashraf and Galor (2013a)

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Volume I. A global view

30

The extent of ethnic fractionalisation within national populations has been recognised

as an important adverse correlate of development (Easterly and Levine 1997, Alesina

et al. 2003, Alesina and La Ferrara 2005). This body of research has shown that, across countries, fractionalisation tends to be negatively correlated with income per capita,

economic growth, institutional quality, efficiency in provision of public goods, and

the extent of social cohesion. The standard measure of ethnic diversity at the national

level – namely, the index of ethnic fractionalisation – reflects the probability that two

randomly selected individuals from the population will belong to different ethnic

groups. This and other similar measures of ethnic diversity, however, predominantly

capture only one dimension of diversity in a society – the proportional representation

of the different ethnic groups. Importantly, unlike genetic diversity at the national level,

these measures do not incorporate the extent of interpersonal diversity within each

ethnic group in the population, and, with some exceptions, they also generally ignore

the degree of differentiation (or the ‘distance’) between constituent groups.

The hump-shaped influence of diversity on development

Exploiting data on genetic diversity (expected heterozygosity) from the Human

Genome Diversity Project (HGDP), Ashraf and Galor (2013a) empirically examine

their prediction regarding the trade-off between the beneficial and detrimental effects

of the degree of interpersonal diversity on productivity at the societal level. Consistent

with their hypothesis, they find that genetic diversity, as determined predominantly

by a serial founder effect associated with the prehistoric ‘out of Africa’ migration

process, does indeed confer a significant hump-shaped influence on income per capita,

explaining 16% of the worldwide cross-country variation in the standard of living in

the year 2000.

Although Ashraf and Galor’s main focus is on contemporary comparative development,

they confirm the hump-shaped influence of diversity on economic development in both

historical and contemporary time periods, showing that diversity within societies has

shaped their comparative development since well before the advent of the Industrial

Revolution. Demonstrating that the hump-shaped relationship between diversity and

development can be observed in historical periods is important for two reasons. First,

since the mechanisms through which diversity can affect productivity at the societal level

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

31

are conceptually independent of the stage of economic development (i.e., agricultural

versus industrial), the hump-shaped influence of diversity is expected to hold, not only

across modern economies, but across preindustrial societies as well. Second, prior to the discovery of the New World and the great intercontinental migrations of the colonial era,

the geographical locations of historical societies largely reflected the locations to which

their ancestral populations had arrived at the end of their prehistoric, ‘out of Africa’, migration from the cradle of mankind, and as such, the diversity of a precolonial society

was overwhelmingly determined by an ancient serial founder effect originating in East

Africa, as depicted in Figure 2.6 The great intercontinental migrations associated with

the Columbian Exchange, however, drastically altered the ethnic composition of many

regional populations, particularly in the New World, thereby introducing additional

complexities to the measurement of diversity for contemporary national populations,

as elaborated further below.

In the preindustrial era, comparative development was characterised by Malthusian

forces – namely, gains in productivity at the societal level were channelled primarily

towards population growth rather than growth in income per capita. During this era,

more developed societies were, therefore, characterised by higher population density,

rather than a higher standard of living (Ashraf and Galor 2011). Thus, Ashraf and Galor’s

historical analysis of the influence of genetic diversity on comparative development

focuses on explaining the variation across preindustrial societies in population density

in the year 1500.

6 This relationship reflects the fact that the prehistoric demic expansion of humans from the cradle of mankind to the rest

of the globe was characterised bong series of discrete steps, where, in each iteration, a subpopulation left its parental

colony to establish a new colony farther away, carrying with them only a subset of the genetic diversity of their parental

population.

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Volume I. A global view

32

Figure 3. Genetic diversity and historical comparative development

Panel a

AGO

BDI

URB

BWA

AFTZAC

CIV

CMR

ZMB COG RCDZA

EGY

ETH

GH

LBR DNKGIN

GMB

KEN

ARMWZZAF LSO

SYRMDG

MOZ MRT

MWI

GEENMK NAM

LBYNER

JORZWE NGA

RWA

SDN

ENS POLVNMARSLESOM

GABS TCD IRQBGGRTGO

KWTTUN

UGA

ROMIRNALB

AUT

BE

CHE

CZE DEU

SPGNB NOR

E

RUSFIN

FRA

GB

AHRV

BIH HUN

RIRL

TKMMLIBLR LTU

LV

MDA

OD

NLD

PRT

SAU BFAQATS

SWE

UKR

A EST

AFG

ARE

AZE

GDNPLB

CHN

IDN

INDISR

JPN

KAZ

KGZ

KHM

PRKKOR

LAO

LKA

MMR

MNG

MYS

ITA OMN

LPAK

PHL

THA

LBNT

TJKUZB

VNM

YEM

AUS

NZL

PNG

BLZ

BOL

BRA

CAN

CHL

COL

CUB

CRIDOM

ECU

GTM

GUY

HND

HTI

MEX

NIC

PAN

PER

PRY

SLV

SUR

ARG URY

USA

VEN

12 13

14 15

16 17

.2 .25 .3 .35 .4 .45

Africa Europe Asia Oceania Americas

Lo g

po pu

la tio

n de

ns ity

in 1

50 0

(C on

tr ol

v ar

ia bl

es h

el d

at z

er o)

(Predicted) Genetic homogeneity

Panel b

CZED

EGY

MAR

TUN

ALB

BEL

BGR

BLR

DEUCHEDNK

ESP

TURUSLVAEST

FR FIN

GBR

ITA

HUN AUTL

ROMGRCMDA

NLD

SWE NOR

ZAPOL

PRT

HRV SVN

UKR

LKABGD

CHN

IDN

IND

MKDIRN

ISR

JPN

AZUZBK

KOR MYS

APAK

PHL

SAU

SYR

THA

TUR

LAO VNM

AUS

NZL

ARG

BOL

BRA

CAN

PRYCHL

COL

CCRI

DOM

ECU

GUY

HTI

MEX

HNDNI PAN

PER

BLZ GTM

SLV

URY

USA

VEN

27 28

29 30

31

.25 .3 .35 .4 .45

Africa Europe Asia Oceania Americas

Lo g

ur ba

ni sa

tio n

ra te

in 1

50 0

(C on

tr ol

v ar

ia bl

es h

el d

at z

er o)

(Predicted) Genetic homogeneity

Source: Ashraf and Galor (2013a)

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

33

To overcome sample limitations and potential concerns about reverse causality

associated with the use of observed genetic diversity, the authors exploit the strong

explanatory power of migratory distance from East Africa for the worldwide variation

in observed genetic diversity across ethnic groups in the HGDP sample, in order to

generate a measure of predicted genetic diversity for all societies around the world,

based on their respective geographical locations in the year 1500. As illustrated in

panel (a) of Figure 3, employing the measure of predicted genetic diversity, the authors

document a hump-shaped influence of diversity on population density in the year 1500,

in a sample of observations spanning the entire globe. Notably, the depicted relationship

accounts for potentially confounding effects due to heterogeneity across societies in

the timing of the Neolithic Revolution and in various geographical factors relevant for

their historical development, as well as confounding effects arising from unobserved

cross-continental differences. This finding is robust to a large number of sensitivity

checks, including ‘placebo tests’, which show that a similar hump-shaped pattern does

not exist when employing either aerial distance from East Africa or migratory distances

from other geographical locations as the explanatory variable of interest. In addition,

as depicted in panel (b) of Figure 3, the finding continues to hold when the rate of

urbanisation in the year 1500 is employed as an alternative measure of comparative

development across preindustrial societies.

Ashraf and Galor’s analysis of contemporary comparative development exploits data

on the ethnic compositions of modern national populations, which reflect the great

intercontinental and interregional migrations over the past half-millennium. Specifically,

it incorporates this information to construct a country-level measure of contemporary

genetic diversity that takes into account not only the genetic diversity of each ethnic

group in a national population but also the pairwise genetic distances amongst these

constituent ethnic groups7. Applying their measure of contemporary genetic diversity,

the authors find a significant hump-shaped influence of diversity on income per capita

in the year 2000. This relationship, depicted in panel (a) of Figure 4, accounts for

potentially confounding effects arising from cross-country heterogeneity in the

7 Additional details regarding the construction of this measure of contemporary genetic diversity are provided in the

online appendix of Ashraf and Galor (2013a)

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34

timing of the Neolithic Revolution, various geographical, cultural, and institutional

correlates of contemporary economic development, and unobserved continent-specific

characteristics. The relationship is additionally robust to controlling for population

density in the year 1500, indicating that the hump-shaped influence of diversity does not

merely reflect long-run persistence in economic development. Moreover, it continues

to hold when limiting the sample to countries in which the overwhelming majority

of the population has remained geographically native since the precolonial era, thus

alleviating concerns regarding the endogeneity of international population flows over

the past five hundred years.

The main finding from Ashraf and Galor’s analysis of contemporary comparative

development suggests that (i) increasing the diversity of the most homogenous country

in their sample (Bolivia) by one percentage point would raise its income per capita

in the year 2000 by 41%; (ii) decreasing the diversity of the most diverse country in

their sample (Ethiopia) by one percentage point would raise its income per capita by

21%; (iii) a one percentage point change in genetic diversity (in either direction), at the

‘optimum’ level of 0.721 (that most closely resembles the diversity level of the United

States), would lower income per capita by 1.9%; (iv) increasing the diversity of Bolivia

to the level prevalent in the United States would increase Bolivia’s per-capita income by

a factor of 5.4, closing the income gap between the two countries from a ratio of 12:1

to 2.2:1; and (v) decreasing the diversity of Ethiopia to the level prevalent in the United

States would increase Ethiopia’s per-capita income by a factor of 1.7 and, thus, close

the income gap between the two countries from a ratio of 47:1 to 27:1. Further, the

level of diversity most conducive to economic development is found to be higher in the

contemporary period, relative to the preindustrial era, consistent with the underlying

premise that the beneficial effects of diversity on productivity are expected to be more

pronounced in an increasingly demanding technological environment.8

8 Confronting the possibility that income per capita in the modern world could be noisily measured, especially for

less-developed economies, Ashraf et al. (2014) document the hump-shaped influence of diversity on contemporary

comparative development as captured by the cross-country variation in per-capita adjusted nighttime luminosity,

measured by satellites from outer space. This lends further credence to the hypothesis that diversity may account for a

significant portion of the worldwide variation in contemporary living standards.

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

35

Figure 4. Genetic diversity and contemporary comparative development

Panel a

NAMHTI BEN

AROMBFA

TUNCIV

CMR

COG

EG

ETH

GAB

GHA

GIN

FINGMB

GNB

KEN

LSO

MAR

SYR MDG

DZA ITAPOL MLI

M

YMWI

NER

AGONG

RWA

UGA SDN

SEN

SLE

SOM

SWZ

CAFTCD

BDITZA

ZAF

ZMB

ZWE

DNKDOMBEL

BGR

CHEOZ TGO GRCCYP

AUTD

NLDFRA

UN SAUBWAH

ARG IRL

NOR

RTGUYP

EUSMRTWE

GDBRAB

CHN

IDN

IND

IRN

IRQ

ISR

JOR

MYS KOR

LKA

OMN

GBRPAK

JPNPHL

THA

TUR

NZL

PNG

BOL

CAN

CHL

COL

CRI

ECU

GTM

HND

JAM

MEX

NIC

PAN

PER

PRY

SLV

TTO

ESP AUS URY

USA

VEN

13 .5

14 14

.5 15

15 .5

16

.2 .25 .3 .35 .4

Africa Europe Asia Oceania Americas

Lo g

in co

m e

pe r

ca pi

ta in

2 00

0 (C

on tr

ol v

ar ia

bl es

h el

d at

z er

o)

(Predicted) Ancestry−adjusted genetic homogeneity

Panel b

DZA

CT

SDN

CMR

TZA

KENCMTZ TCD

TZA RMC RMC

KEN CMRCMR

KEN CIV

KEN

NEK NEK NEK

TCDKENETHCMR DCT DCT KEN KEN

ZAOGNGA TZA

CMR

TZA KEN KEN

SDN CMR

KEN CMR

ZAF

ATZATZA

CMR

NGA

CMR

TZA

SEN

TZA CMRKEN TZA KENTZA

TZATCDCMRZARGHATCDTCDTZCMRCMRCMCMCMR NGA

NGA CMR

TCD NGA

SSD

ZAF

TZA

ZAF

ENZARK

KENCMR

KENNGA RWARCMR GABAGO NGAC

TZAGAB MR GAB

CAF

KEN

KEN

A RR

KEN

CMR

ERIETHTCDNGA

CMR

CMRKEN NGA

SSDSSDZAR GHA

NGANAM

KEN CMR

CHN

CHN

CHN

CHN

CANCANCHN TWN

CHN

TWN

CHN

MNG

JPN

CHN

CHN

KHM

CHN CHN

CHN

CHN RUS

RUS

RUS

RUS

PSE

SYRSYR YEM

PAK

IND PAK

IND

AFG IND INDIND

PAK

IND

PAK

INDPAKIND

IND

PAK

INDIND

AKINDP

PAK

GBR

FRA

ITA

RUS

ITINDA

ITA

ESP

MEX

GTM

PAN

MEX

MEXMEX MEX

PAN

CAN

PNG

PNG

NG PNG

PNG

PER PNG

PNG

PNGP

PNG

PNG

NZL PNG

PNG

PNG

PNGPNG PNG

PNGPNG

PNG

CHNPNG

PNG

PNG

PNG

PNG

WSM

PNG

NGPNGP

PNG PNG

PNG

GNPGNP PNG

PER

RABRAB

COL

COL

BRA

COL

PERCOL

BRA

COL

COL

BRA

COL

ARG

350

364

0.561 0.768

South America North America Oceania Australia Asia Europe Africa

C on

tr ol

v ar

ia bl

es h

el d

at z

er o

Lo g

Lu m

in os

ity

Genetic Diversity

Sources: Ashraf and Galor (2013a), Ashraf et al. (2015)

The long economic and political shadow of history -

Volume I. A global view

36

More recently, Ashraf et al. (2015) have empirically examined the influence of diversity on productivity at the ethnic group level, while accounting for potentially

confounding effects, arising from observed heterogeneity in various ethnicity-specific geographical, cultural, and institutional factors, as well as unobserved heterogeneity in

country-specific characteristics. This research finds that observed genetic diversity in

a worldwide sample of 230 ethnic groups, as well as predicted genetic diversity (based

on migratory distance from East Africa) in a global sample of 1,331 ethnic groups,

confers a significant hump-shaped influence on economic prosperity, suggesting that

the variation in genetic diversity across ethnic homelands has contributed to variations

in economic development across ethnic groups and regions at the subnational level.

The significant hump-shaped influence of observed genetic diversity on group-level

productivity, as reflected by the per-capita adjusted nighttime luminosity of an ethnic

homeland, is illustrated for the sample of 230 ethnic groups in Panel (b) of Figure 4.

Finally, it has also been shown that migratory distance from the cradle of mankind

may have imparted a reduced-form hump-shaped influence on comparative economic

development (Ashraf and Galor 2013a). Although the reduced-form influence of

migratory distance from East Africa appears to operate primarily through its impact on

genetic diversity, as observed in the HGDP sample, it is plausible that migratory distance

per se has had direct effects on economic development, independent of its influence

through genetic diversity, potentially reflecting the self-selection of individuals into

migration and differential evolutionary processes that may have taken place in the

course of the prehistoric demic expansion of anatomically modern humans from Africa.

Mechanisms

The reduced-form hump-shaped influence of diversity on productivity suggests several

potential mechanisms through which diversity can influence economic performance,

reflecting various elements of the trade-off between the social costs and benefits of

diversity. Ashraf and Galor (2013a) furnish cross-country empirical evidence for two

such mechanisms. Specifically, they show that contemporary genetic diversity imparts

(i) a positive influence on innovative activity (as reflected by the average annual

number of scientific articles per capita in the 1981–2000 time-horizon); and (ii) a

negative influence on the degree of social cohesion (as reflected by the prevalence of

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

37

interpersonal trust in survey data on individual values, collected over the 1981–2008 time

period). These relationships between diversity, on the one hand, and either innovative

activity or the prevalence of trust, on the other, are depicted in panels (a) and (b) of

Figure 5.

Further evidence on some of the mechanisms through which diversity can affect

economic prosperity is provided by several other papers in this research programme.

Bearing in mind that ethnic diversity has been shown to be associated with various

dimensions of economic underperformance at the national level (as discussed earlier),

the evidence uncovered by Ashraf and Galor (2013b) suggests that prehistorically

determined genetic diversity could be an underlying cause of different manifestations of

the ethnolinguistic fragmentation of national populations. Specifically, their hypothesis

suggests that following the ‘out of Africa’ migration, the initial endowment of genetic

diversity in a given location may have catalysed the formation of distinct groups at

that location, through a process of endogenous group selection, reflecting the trade-

off associated with the scale and internal cohesion of each group. Although a larger

group can benefit from economies of scale, it is more likely to be less cohesive due to

costly coordination. Thus, in light of the added contribution of genetic diversity to the

lack of cohesiveness of a group, a larger initial endowment of genetic diversity in a

given location may have given rise to a larger number of groups. Over time, due to the

forces of ‘cultural drift’ and ‘biased transmission’ of cultural markers, which serve to

distinguish ‘insiders’ from ‘outsiders’ of a group (e.g., language dialects, customs and

traditions, norms of social conduct), intergroup divergence in such markers became

more pronounced, leading to the formation of distinct collective identities along ethnic

lines.

In line with this hypothesis, genetic diversity at the national level is found to impart a

strong positive influence on various alternative measures of ethnolinguistic diversity,

while accounting for the potentially confounding influences of the timing of the

Neolithic Revolution, the time elapsed since initial human settlement, colonial history,

the geographical determinants of ethnic diversity, and unobserved continent-specific

factors. Further, to address the issue of causality, the findings are shown to hold in a

sample restricted to only countries from the Old World, which were largely immune

from the potentially endogenous intercontinental migrations of the colonial era.

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Volume I. A global view

38

In the same vein, the findings are also shown to be robust to employing prehistoric

migratory distance from East Africa as a plausibly exogenous source of variation in

contemporary genetic diversity in a global sample of countries. The positive influence

of genetic diversity on the number of ethnic groups at the national level, as uncovered

by Ashraf and Galor (2013b), is illustrated in panel (c) of Figure 5.

Civil and other forms of intrastate conflicts are another mechanism though which the

genetic diversity of a national population can lead to its economic underperformance.

Exploiting cross-country variations, Arbath et al. (2015) find that genetic diversity in

the contemporary era has been a significant contributor to the emergence, prevalence,

recurrence, and severity of civil conflicts over the last half-century, conditional

on the geographical and institutional correlates of conflict, outcomes of economic

development, and unobserved continental characteristics. Importantly, because genetic

diversity captures both intergroup and intragroup differences in interpersonal traits, it

possesses explanatory power for not only interethnic conflicts but intraethnic factional

conflicts as well, unlike standard measures of ethnic diversity. This research additionally

demonstrates that genetic diversity can potentially contribute to intergroup conflicts

in society through the channels of greater ethnic fragmentation, reduced interpersonal

trust, and sharper divergence in preferences for public goods and redistributive

policies.9 Panels (d) and (e) of Figure 5 respectively depict the positive influence of

genetic diversity on the frequency of civil conflicts and on heterogeneity in political

preferences at the national level.

The emergence and persistence of autocratic forms of societal governance is yet another

mechanism through which genetic diversity can give rise to contemporary economic

underperformance. Specifically, Galor and Klemp (2015) advance the hypothesis that,

although prehistorically determined genetic diversity triggered the formation, in early human societies, of institutions for mitigating the adverse influence of diversity on social cohesion, the contribution of diversity to economic inequality and class stratification

within societies may have ultimately reshaped early institutional development towards

more extractive and autocratic forms of governance.

9 Relatedly, Becker et al. (2015) provide evidence that links the ancient serial founder effect of the ‘out of Africa’

migration with contemporary heterogeneity in risk-taking individual preferences at the national level.

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

39

Figure 5. Mechanisms of the impact of genetic diversity on productivity

Panel a

BDI

BE

BWA

CAF CMRDZA

EGY

COGETH

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KEN

MLI

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-. 4

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0 .2

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Africa Europe Asia Oceania N. America S. America

A ve

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a nn

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, 1 98

1- 20

00 (C

on tr

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ar ia

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0

(Control variables held at zero)

Genetic diversity (ancestry adjusted)

Panel b

BFA

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ETH

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IRN

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ARG

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-. 2

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0 .1

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Africa Europe Asia Oceania N. America S. America

(C on

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va le

nc e

of in

te rp

er so

na l t

ru st

0

(Control variables held at zero)

Genetic diversity (ancestry adjusted)

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Volume I. A global view

40

Panel c

BDI

FAIRNB

AFCUBC

KGZCIV

TUR CMR

DZA

EGY

ETH

GAB

GHA

GMB GNB

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NER

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FIN

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ARG

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BRA

CHL

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PRY

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5 0

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Africa Europe Asia Oceania N. America S. America

(C on

tr ol

v ar

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es h

el d

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er o)

Lo g

nu m

be r

of e

th ni

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ou ps

0

(Control variables held at zero)

Genetic diversity (ancestry adjusted)

Panel d

AGO

A BEN

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SENURY SLELBRESGI

KEN

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IND

MAR IRN

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IRQ

NSYRISR

JP

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KGZ

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GNB LKA

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PAK

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5 .1

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Africa Europe Asia Oceania N. America S. America

Lo g

an nu

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eq ue

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of c

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co nf

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, 1 96

0- 20

08 (C

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ol v

ar ia

bl es

h el

d at

z er

o)

(Control variables held at zero)

Genetic diversity (ancestry adjusted)

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

41

Panel e

DZA

EGY

ETH

GHA

MAR

MLI

RWA

TZA

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ZMB

ZWE

EO ALB

AUT

BGR

BIH

BLR CZENGACH

DEU

BEBF DNK

ESP

EST

KGZ FIN

FRA

GBR

GRC

HRV HUN

IRL

UGA ITA

LTU

LVA

MDA

MKD

NOR

POL

PRT ROM

RUS

EUKR SVK

SVN

SWE

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AZE

BGD

YUGG

IDN

IND

IRN

IRQ ISR

JOR

JPN

KOR

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THA

TUR

VNM

LUXAUS

NZL CAN

GTM

MEX

SLV

USA

ARG

BRA

CHL

COL

PER

URY

VEN

-2 -1

0 1

2

-.04 -.02 0 .02 .04

Africa Europe Asia Oceania N. America S. America

H et

er og

en ei

ty in

p ol

iti ca

l p re

fe re

nc es

(C on

tr ol

v ar

ia bl

es h

el d

at z

er o)

(Control variables held at zero)

Genetic diversity (ancestry adjusted)

Sources: Ashraf and Galor (2013a, 2013b) Arbath et al. (2015)

Exploiting variations across precolonial ethnic homelands, the authors demonstrate that,

conditional on potentially confounding effects due to various geographical factors and

unobserved continental characteristics, genetic diversity imparts a positive influence on

the prevalence of precolonial autocratic institutions and that this relationship plausibly

reflects the dual impact of diversity on the formation of institutions and the emergence

of social stratification. Furthermore, the authors document that the spatial variation in

genetic diversity across the globe may have contributed to the cross-country variation

in contemporary degrees of autocracy, partly reflecting the persistence of institutional,

cultural, and compositional characteristics of populations over time.

Beyond the aforementioned studies, which highlight some of the mechanisms associated

with the social costs of genetic diversity, Depetris-Chauvin and Özak (2015) present

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Volume I. A global view

42

evidence in support of its social benefits.10 Motivated by the initial hypothesis that

genetic diversity can foster the division of labour in society, by widening the spectrum

of individual skills, abilities, and cognitive approaches, this research exploits variations

across precolonial ethnic homelands to empirically document that, conditional on a

wide range of geographical characteristics, prehistorically determined genetic diversity

may have conferred a positive influence on the degree of economic specialisation in

different production activities in a society, thereby fostering its proclivity to engage in

and reap the economic benefits of trade. The authors additionally show that present-

day populations residing in regions that were characterised by a higher degree of

precolonial economic specialisation tend to exhibit significantly greater occupational

heterogeneity, as well as a higher level of economic development.

Interestingly, the beneficial impact of genetic diversity on productivity has also been

documented at a much lower level of aggregation than countries or ethnic groups.

Specifically, exploiting variations across high schools in the state of Wisconsin, Cook

and Fletcher (2016) find that the heterozygosity of the student body of a high school in

1957 may have conferred a significant positive influence on the economic performance

of the school’s graduates later in life, as captured by individual net worth in 1992 and

2004, and by family income in 1974 and 1992. Importantly, because these findings

are established by exploiting variations within a single state, they are unaffected by

cross-country (and even within-country cross-state) confounders. In addition, because

the high-school student bodies in the authors’ data set were entirely comprised of

individuals of European ancestry, the results are unlikely to be afflicted by issues of

population stratification that could otherwise conflate the influence of heterozygosity

with those of ethnicity or ancestral origins on economic outcomes.

10 The beneficial effects of genetic diversity on economic development are also documented empirically by Ager and

Brückner (2016). Exploiting variations across counties in the United States in the late nineteenth-century, these authors

find that county-level populations that experienced a larger initial increase in their genetic diversity, due to the arrival of

European immigrants, subsequently also experienced higher rates of growth in both income and scientific patents per

capita during the 1870–1920 time-horizon. In another interesting study by Delis et al. (forthcoming), the authors exploit

panel variations across firms listed on the stock markets of North America and the United Kingdom to demonstrate that

adding members to a firm's board of directors from countries of origin with differing levels of genetic diversity increases

its corporate performance. The authors hypothesise that their finding reflects the productivity-enhancing benefits of

interpersonal differences in cultural, psychological, physiological, and other traits that cannot be captured by alternative

measured indices of diversity.

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

43

Policy implications

Ashraf and Galor’s analysis establishes a fundamental trade-off, associated with

the influence of genetic diversity on economic performance: diversity can stimulate

specialisation and innovative activity, but it can also diminish social cohesion. The

fact that genetic diversity has been a deep determinant of economic development,

however, does not imply that the genetic composition of a population governs its

economic destiny. The influence of diversity on productivity reflects both genetic and cultural components, implying that a society can shape the context in which the

existing diversity of its population influences socioeconomic outcomes, by enacting

policies to harness the beneficial effects of the existing level of diversity and mitigate

its potentially detrimental consequences.

The controversy over the implications of Ashraf and Galor’s findings has focused on

the assertion that intermediate levels of genetic diversity tend to be most conducive to

economic development, thereby leading uninformed critics to suggest that this work

could be used to justify the forcible movement or ‘engineering’ of populations. This

viewpoint, however, disregards the key argument that the influence of diversity on

development operates through various proximate mechanisms. Instead, the implications

for policymaking from Ashraf and Galor’s analysis are that policies should be aimed

at conditioning these intervening channels. Specifically, overly diverse societies could

focus on fostering interpersonal trust and mediating the potential for social conflict,

by encouraging civic participation, improving the quality of political institutions,

and mitigating inefficiencies and distortions in the provision of public goods. Overly

homogenous societies, on the other hand, could aim to increase diversity in skills,

occupations, and training programmes, in order to foster specialisation and innovative

activity. In both cases, the orientation of the educational system appears to be the most

promising avenue – education can help to instil the cultural values of tolerance needed

in overly diverse societies, and it can also promote cultural receptiveness to different

types of productivity-enhancing knowledge that may be lacking in overly homogenous

societies.

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44

Concluding remarks

The rapidly expanding literature on the deep roots of comparative development has

vastly improved our understanding of the interaction of human evolution and the process

of long-run economic development, as well as the roles played by various prehistoric

biogeographical forces, in shaping contemporary global inequality. Examinations of the

coevolution of previously unexplored genetic and cultural traits along with the process

of long-run development, as well as deeper investigations of the somatic, behavioural,

cultural, and institutional mechanisms through which prehistoric biogeographical

forces have shaped contemporary comparative development, represent exciting avenues

for future research.

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Growth”, Quarterly Journal of Economics, 117(4): 1133–1191.

Galor, Oded, and Omer Moav 2007, The Neolithic Revolution and Contemporary

Variations in Life Expectancy, Brown University Department of Economics Working Paper 2007-14.

Galor, Oded, and Andrew Mountford 2008, “Trading Population for Productivity:

Theory and Evidence”, Review of Economic Studies, 75(4): 1143–1179.

Galor, Oded, and Ömer Özak 2016, “The Agricultural Origins of Time Preference”, American Economic Review, 106(10): 3064–3103.

Galor, Oded, and David N. Weil 2000, “Population, Technology, and Growth: From

Malthusian Stagnation to the Demographic Transition and Beyond”, American Economic Review, 90(4): 806–828.

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Glaeser, Edward L., Rafael La Porta, Florencio Lopez-de-Silanes, and Andrei Shleifer

2004, “Do Institutions Cause Growth?”, Journal of Economic Growth, 9(3): 271–303.

Hansen, Gary D., and Edward C. Prescott 2002, “Malthus to Solow”, American Economic Review, 92(4): 1205–1217.

Lagerlöf, Nils-Petter 2006, “The Galor–Weil Model Revisited: A Quantitative

Exercise”, Review of Economic Dynamics, 9(1): 116–142.

Lagerlöf, Nils-Petter 2007, “Long-Run Trends in Human Body Mass”, Macroeconomic Dynamics, 11(3): 367–387.

La Porta, Rafael, Florencio Lopez-de-Silanes, and Andrei Shleifer 2008, The Economic

Consequences of Legal Origins, Journal of Economic Literature, 46(2): 285–332.

Michalopoulos, Stelios, and Elias Papaioannou 2014, “National Institutions and

Subnational Development in Africa”, Quarterly Journal of Economics, 129(1): 151– 213.

Olsson, Ola, and Douglas A. Hibbs Jr. 2005, Biogeography and Long-Run Economic

Development, European Economic Review, 49(4): 909–938.

Putterman, Louis 2008, “Agriculture, Diffusion and Development: Ripple Effects of the

Neolithic Revolution”, Economica, 75(300): 729–748.

Putterman, Louis, and David N. Weil 2010, “Post-1500 Population Flows and The

Long-Run Determinants of Economic Growth and Inequality”, Quarterly Journal of Economics, 125(4): 1627–1682.

Robson, Arthur J., and Larry Samuelson 2011, “The Evolutionary Foundations of

Preferences”, In Handbook of Social Economics, Volume 1A, edited by Jess Benhabib, Alberto Bisin, and Matthew O. Jackson, 221–310, Amsterdam: North-Holland.

Spolaore, Enrico, and Romain Wacziarg 2009, “The Diffusion of Development”, Quarterly Journal of Economics, 124(2): 469–529.

Spolaore, Enrico, and Romain Wacziarg 2013, “How Deep Are the Roots of Economic

Development?”, Journal of Economic Literature, 51(2): 325–369.

Deep roots of comparative development

Quamrul H. Ashraf, Oded Galor

49

Spolaore, Enrico, and Romain Wacziarg 2016, “The Diffusion of Institutions”, In Complexity and Evolution: Toward a New Synthesis for Economics, edited by David S.

Wilson and Alan Kirman, 147–166, Cambridge: MIT Press.

About the authors

Quamrul H. Ashraf is an Associate Professor in the Department of Economics at Williams College. His scholarly interests lie in the areas of economic growth

and development, economic demography, and macroeconomics. Ashraf’s main

research program has been focused on exploring the deep, historically rooted

cultural, institutional, and geographical determinants of economic growth and the

global dynamics of comparative development across societies in the very long run,

including the influence of prehistorically determined intra-population diversity and of

the biogeographic determinants of the transition to sedentary agriculture during the

Neolithic Revolution. His other work has focused on using simulation-based models

of economic growth to quantitatively assess the aggregate implications of economy-

wide policy interventions to improve public health or reduce population growth; and

applying the methodology of agent-based computational economics to investigate

various macroeconomic phenomena, including the real costs of inflation and the role of

the banking system in macroeconomic crises. Ashraf holds BA degrees in Economics

and Computer Science from Trinity College (Connecticut, U.S.A.) and MA and PhD

degrees in Economics from Brown University.

Oded Galor is the Herbert H. Goldberger Professor of Economics at Brown University.

He has led the NBER research group on Income Distribution and Macroeconomics

and he is a Research Fellow of the CEPR and IZA, and a Research Associate of the

NBER and CESifo. He is the Editor in Chief of the Journal of Economic Growth,

and a member of the editorial board of several journals, including Economics and

Human Biology, the Journal of Economic Inequality, the Journal of Population

Economics and Macroeconomic Dynamics.

He is the founder of Unified Growth Theory. He has contributed to the understanding

of process of development over the entire course of human history and the role of deep-

rooted factors in the transition from stagnation to growth and in the emergence of the

vast inequality across the globe. Moreover, he has pioneered the exploration of the

impact of human evolution, human genetic diversity, and inequality on the process of

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development over most of human existence. His interdisciplinary research has redirected

research in the field of economic growth to the exploration of the long shadow of history

and to the role of biogeographical forces in comparative economic development. It has

spawned the influential literatures studying the impact of inequality on the process of

development, the interaction between human evolution and economic development, the

transition from stagnation to growth, and the impact of human diversity on comparative

economic development.

51

4 Barriers to the spread of prosperity

Enrico Spolaore and Romain Wacziarg Tufts University; UCLA Anderson School of Management

Introduction

The diffusion of wealth is arguably the most consequential development for human

welfare in recent history. Since the Industrial Revolution, modern prosperity has spread

from its European birthplace to many corners of the world.1 Yet the technologies,

institutions and behaviours associated with this process of economic modernisation

have diffused unequally over space and time. Why?

A recent literature has documented the important role played by deeply-rooted factors

as predictors of the current world distribution of income and other economic outcomes.

These factors include geographic conditions and historical events that sent different

societies on different economic trajectories — the effects of bio-geographic endowments

(Olsson and Hibbs 2005, Ashraf and Galor 2011), the legacy of colonialism (Acemoglu

et al. 2001), the persistent effect of pre-colonial traits and institutions (Michalopoulos

and Papaioannou 2013), the durable cultural impact of traditional agricultural practices

(Alesina et al. 2013), and the effects of long-term history and movements of populations

across the globe (Spolaore and Wacziarg 2009, Putterman and Weil 2010, Ashraf and

Galor 2013), to name but a few. Many of these historical determinants are summarised in

1 For example, see Mokyr (2005) for an insightful historical discussion and Galor (2011) for a unified account of the

growth take-off.

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this e-book. However, the mechanisms by which deeply-rooted factors influence current

prosperity remain elusive. Moreover, studies that emphasise the persistence of historical

legacies and long-term determinants raise questions about the scope for change. As

pointed out, for instance, in an excellent discussion by Banerjee and Duflo (2014), there

is an inherent tension between historical determinism and the ability of policy to affect

outcomes. If the past casts such a long shadow, can contemporary societies escape from

factors and constraints that may have historically limited their economic development?

In this chapter, we argue that the divergent historical paths followed by distinct

populations led to barriers between them. The more divergent the historical paths of

different populations, the greater the barriers. And the greater the barriers, the more

difficult it was for innovations, institutions and behaviours to spread from society to

society. Hence, on average, countries that are richer today are those more closely related

to the frontier society where modern technologies, institutions and behaviours first arose.

In order to prosper, more distantly related societies need to overcome the barriers that

separate them from societies that are closer to the frontier. However, while such barriers

are deeply-rooted, their effect is not permanent and immutable. Historical factors do

not constitute permanent limits to the growth potential of those with disadvantageous

historical legacies. Instead, barriers resulting from distinct historical trajectories can be

gradually overcome, suggesting a substantial role for action and positive change.

Measuring human barriers

In principle, barriers to the transmission of prosperity can arise from numerous sources.

Geographic barriers are likely to be important for several outcomes, and they are perhaps

easiest to measure and control for in empirical work on the diffusion of development.

Measuring human barriers – those that prevent, at a given geographic distance, the spread

of innovations, institutions and behaviours – is much more challenging. In our past work,

beginning with Spolaore and Wacziarg (2009), we employed a variety of measures of

historical separation among populations to capture human barriers. Chief among them was

FST genetic distance, a measure that captures separation times between populations: when

humans migrated out of Africa, groups splintered as they moved across continents, and

the groups that separated earlier had more time to drift apart genetically than groups that

separated more recently. Hence, genetic distance is correlated with how long populations

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Enrico Spolaore and Romain Wacziarg

53

have had a common history. Pairs of societies with smaller genetic distance are expected

to have lower human barriers to the spread of development.2

The idea behind the use of genetic distance as a general proxy for human barriers is

that human traits – not only biological but also cultural – are mostly transmitted, with

variation, from generation to generation (i.e. vertically). Thus, the longer two societies

have drifted apart, the greater the differences in traits between them, and the greater

the barriers that separate them. Of course, genetic distance is by no means the only

measure of intergenerational separation times. Linguistic distance is a closely related

class of measures, again based on a trait that is mostly transmitted vertically (language).

Another possibility is to look directly at differences in culture, as revealed by surveys:

values, norms, and attitudes (including but not limited to religion). Cultural values

can be transmitted in a number of ways – vertically, from generation to generation;

obliquely, across biologically unrelated members of the same society; or horizontally,

i.e. across societies (Richerson and Boyd 2005). The vertical dimension of transmission

is a common feature of genetic traits and language, as well as of norms and values. Thus,

metrics of distance between societies that are based on these three classes of measures,

while distinct from each other, should be positively correlated. This is indeed what

we find in Spolaore and Wacziarg (2016a), where we further discuss and document

empirically the complex links between various measures of human relatedness. In a

nutshell, the vertical transmission of genes, language and culture accounts for the positive

correlations between human distance metrics based on each of these traits. Yet these

measures are not perfectly correlated because: i) there are differential rates of drift in

genes, language and values, ii) some of these traits are transmitted horizontally, and iii)

different methodologies are used to compute distances across the three classes. In our

ongoing research on the diffusion of development, we use all three classes of measures.

2 Of course, since geographic and genetic distances are correlated - because groups splintered gradually as they moved

farther and farther away from East Africa, while conquering other territories - it is imperative to control for geographic

distance in any work that uses genetic distance as a measure of human barriers.

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Three examples

What is the evidence that these measures of human relatedness matter when predicting

differences in prosperity? In recent work we have found such evidence in a variety

of contexts. Here we will discuss three: technology, institutional quality, and fertility

behaviour.

The diffusion of development .

In Spolaore and Wacziarg (2009 2014a) we documented a strong correlation between

genetic distance between countries relative to the technological frontier and their

differences in levels of development: two societies are predicted to have similar levels

of development if they happen to be at relatively similar distances from the global

technological frontier (in our applications, either the United States or Northwestern

Europe). We interpreted this correlation as indicative of barriers to the spread of the

Industrial Revolution. We showed in particular that the effect of barriers was largest

just after the Industrial Revolution, when some but not all countries had transitioned to

economic modernity. The effect declined as more and more societies, at successively

greater genetic distances from the innovation frontier, became rich. In the age of

globalisation, when barriers became easier to overcome, the effect fell further (Figure 1).

Further, in Spolaore and Wacziarg (2012, 2014a) we found that this pattern held true

not just for the overall level of prosperity, measured by per capita income, but also for

specific technologies (cell phones, computers, etc.). In sum, societies that are historically

distant from the technological frontier have a harder time adopting better technologies,

and consequently take longer to become prosperous.

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Enrico Spolaore and Romain Wacziarg

55

Figure 1. Standardised effect of genetic distance relative to the UK on bilateral

differences in per capita income over time, 1820–2005

7

9

11

13

15

17

19

1800 1820 1840 1860 1880 1900 1920 1940 1960 1980 2000

St an

da rd

is ed

e ff ec

t o f r

el at

iv e

g en

et ic

d is

ta nc

e

Year

source: Spolaore and Wacziarg (2014a)

The diffusion of institutions.

In Spolaore and Wacziarg (2016b) we conducted a similar exercise to understand the

worldwide diffusion of democracy during the Third Wave of Democratisation that took

off in the 1970s. The manner of this diffusion process was similar to the spread of the

Industrial Revolution: genetic distance relative to the institutional frontier (the United

States) matters increasingly after the onset of the third wave, and declines gradually as

more countries, at greater distances from the institutional frontier, become democratic

(Figure 2). What deserves further research is the precise mechanism whereby institutional

change spreads from one country to the next.

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Figure 2. Standardised effect of genetic distance relative to the USA on bilateral

differences in Polity 2 Democracy scores, 1960–2005

0

5

10

15

20

25

30

1960 1970 1980 1990 2000

St an

da rd

is ed

e ff ec

t o f

re la

ti ve

g en

et ic

d is

ta nc

e

Year

source: Spolaore and Wacziarg (2016b)

The diffusion of the fertility transition in Europe .

In the two examples above, the effect of distance from the frontier fades away after

some time, but does not disappear entirely. Yet a prediction of our diffusion model is

that the effect of ancestral distance should disappear after the most distant societies

have finally overcome the barriers and adopted modern technologies, institutions and

behaviours. The case of the European fertility transition, starting in the early 19th century

in France, affords an example where the entire diffusion process can be observed within

our sample. In Spolaore and Wacziarg (2014b), we analysed this process in a panel of

European regions from 1831 to 1970. We measured ancestral distance using linguistic

distance, since this was more readily available for the regions of Europe than genetic

distance. Initially, only regions that spoke a language close to French adopted the fertility

behaviour first observed in France in the late 18th-early 19th century. Later, regions at

Barriers to the spread of prosperity

Enrico Spolaore and Romain Wacziarg

57

successively greater distances from France adopted the new behaviour. By the end of

our sample period, virtually every region in Europe had adopted modern behaviours

regarding fertility (i.e. 2-3 children per household). The interpretation of this particular

diffusion process is different than for our other examples for two reasons. First, the

frontier society in this case was not England, but France. This fact highlights how

different innovations may start at different frontiers – implying different barriers to their

diffusion. Second, fertility behaviours likely diffused as the result of a process of social

influence regarding appropriate norms of fertility, rather than the diffusion of specific

technologies (although the diffusion of birth control methods – broadly defined – may

have played a complementary role). Whatever the precise mechanism, the lesson is clear:

ancestral barriers, measured by relative linguistic distance from French, predicted the

diffusion of modern fertility behaviours across Europe.

Figure 3. Standardised effect of linguistic distance to French on marital fertility

through time, in overlapping samples of 30 years centred on the date

displayed in the x-axis. The sample is a balanced sample of 519 European

regions

0

10

20

30

40

50

60

1876 1886 1896 1906 1916 1926 1936 1946 1956

St an

da rd

is ed

e ffe

ct o

f lin

gu is

ti c

di st

an ce

t o

Fr en

ch

Year

source: Spolaore and Wacziarg (2014b)

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Conclusion: Barriers and the scope for policy

As we have argued in this chapter, populations that are historically and culturally more

distant face higher barriers to adopting each other’s technologies, institutions, and

behavioural innovations. Such barriers – measured by genetic, linguistic and cultural

distance – stem from long-term historical divergence, and thus capture the effect of

deeply-rooted historical factors that sent different populations on different historical

trajectories. However, we have also seen that the effect of barriers is not permanent and

immutable, but changes over time, as societies that are farther from the frontier also

learn and adopt novel technologies and innovations.

Moreover, the frontier itself is not immutable, but changes over time, and may differ

depending on the specific innovation – for example, the frontier was originally England

for the Industrial Revolution, but France for the societal changes in norms and behaviour

associated with Europe’s demographic transition.

If such historical barriers can be overcome – and they have indeed been overcome by

many societies over time – there is room for optimism regarding the scope for change

and progress, even when dealing with persistent historical factors.3 While distances

themselves may be deeply-rooted in history, their impact on contemporary outcomes can,

in principle, be affected by current actions and policies. For instance, policy can reduce

obstacles to interactions and communication between people from different cultural and

linguistic backgrounds. Our research suggests that the effect of barriers to the spread of

prosperity has diminished in the age of globalisation. The ease with which ideas, people,

goods and capital can flow across societal borders helps to reduce the ancestral barriers

that kept populations from learning from each other. Facilitating these flows, therefore,

offers the promise of lower barriers to the spread of prosperity.

3 That said, we should add that inter-population barriers do not always play a negative role in human history. They may

also prevent the spread of deleterious innovations, such as hateful ideologies or disruptive behaviors, and may reduce

international conflict over territories and resources (see Spolaore and Wacziarg 2016c).

Barriers to the spread of prosperity

Enrico Spolaore and Romain Wacziarg

59

References

Acemoglu, D., S. Johnson and J. Robinson (2001), “The Colonial Origins of Comparative

Development”, American Economic Review, vol. 91, no. 5, pp. 1369-1401

Alesina, A., P. Giuliano and N. Nunn (2013), “On the Origins of Gender Roles: Women

and the Plough”, Quarterly Journal of Economics, vol. 128, no. 2 ,pp. 469-530

Ashraf, Q., and O. Galor (2011), “Dynamics and Stagnation in the Malthusian Epoch”,

American Economic Review, 101 (5): 2003–41.

Ashraf, Q. and O. Galor (2013), “The ‘Out of Africa’ Hypothesis, Human Genetic

Diversity, and Comparative Economic Development”, American Economic Review, vol.

103, no. 1, pp. 1-46,

Banerjee, A. and E. Duflo (2014), “Under the Thumb of History? Political Institutions

and the Scope for Action”, Annual Review of Economics, vol. 6, pp. 951-971.

Galor, O. (2011), Unified Growth Theory, Princeton: Princeton University Press.

Michalopoulos, S. and E. Papaioannou (2013), “Pre-colonial Ethnic Institutions and

Contemporary African Development”, Econometrica, vol. 81, no. 1, pp. 113-152,

Mokyr, J. (2005), “Long-Term Economic Growth and the History of Technology”, In

Handbook of Economic Growth, Volume 1B, edited by P. Aghion and S. N. Durlauf, pp.

1113–80. Amsterdam: Elsevier, North-Holland.

Olsson, O. and D. A. Hibbs Jr. (2005), “Biogeography and Long-Run Economic

Development”, European Economic Review, vol. 49, no. 4, pp. 909–38.

Putterman, L. and D. N. Weil (2010), “Post-1500 Population Flows and the Long-Run

Determinants of Economic Growth and Inequality”, Quarterly Journal of Economics,

vol. 125, no. 4, pp. 1627–82.

Richerson, P. J. and R. Boyd (2005), Not By Genes Alone: How Culture Transformed

Human Evolution, Chicago: University of Chicago Press.

Spolaore, E. and R. Wacziarg (2009), “The Diffusion of Development”, Quarterly

Journal of Economics, vol. 124, no. 2, pp. 469-529

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Spolaore, E. and R. Wacziarg (2012), “Long-Term Barriers to the International Diffusion

of Innovations”, in Jeffrey Frankel and Christopher Pissarides (eds.), NBER International

Seminar on Macroeconomics 2011, Chapter 1, pp. 11-46. Chicago: University of

Chicago Press.

Spolaore, E. and R. Wacziarg (2014a), “Long-Term Barriers to Economic

Development”, in Philippe Aghion and Steven Durlauf (eds.), Handbook of Economic

Growth, vol. 2A, Chapter 3, pp. 121-176. Amsterdam: North Holland.

Spolaore, E. and R. Wacziarg (2014b), Fertility and Modernity, working paper, August.

Spolaore, E. and R. Wacziarg (2016a), “Ancestry, Language and Culture”, in Victor

Ginsburgh and Shlomo Weber (eds.), The Palgrave Handbook of Economics and

Language, Chapter 6, pp. 174-211, London: Palgrave Macmillan.

Spolaore, E. and R. Wacziarg (2016b), “The Diffusion of Institutions”, in Wilson, D. S.

and A. Kirman, eds. Complexity and Evolution: Toward a New Synthesis for Economics,

Strüngmann Forum Reports, vol. 19, chapter 9, pp. 147-166. Cambridge, MA: The MIT

Press.

Spolaore, E. and R. Wacziarg (2016c), “War and Relatedness”, Review of Economics

and Statistics, vol. 98, no. 5, pp. 925–939.

About the authors

Enrico Spolaore is a Professor of Economics at Tufts University, where he served

as Chair of the Department of Economics from 2006 to 2012. He is also a Research

Associate at the National Bureau of Economic Research (NBER), a CESIfo Fellow at

the University of Munich, and an External Associate at the University of Warwick’s

Centre for Competitive Advantage in the Global Economy (CAGE). He was a Co-editor

of Economics and Politics for five years, and has served as a Consultant for the European

Commission and other institutions. A native of Italy, Spolaore holds economics degrees

from the University of Rome and the University of Siena, and a Ph.D. in Economics

from Harvard University.

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Enrico Spolaore and Romain Wacziarg

61

Spolaore’s main research interests are in political economy, economic growth and

development, and international economics. His work has covered a variety of topics:

the determination of the size of countries, the political economy of fiscal policy and

adjustments, the evaluation of social mobility, the determinants of international conflict,

the political economy of European integration, the deep roots of economic development,

the barriers to the spread of technological and institutional innovations, the decline of

fertility, and the relation between ancestry and culture.

His publications include numerous articles in academic journals (American Economic

Review, Quarterly Journal of Economics, Review of Economic Studies, etc.) and book

chapters, as well as the monograph The Size of Nations (with Alberto Alesina, MIT

Press, 2003 – paperback edition 2005), and the two-volume edited collection Culture

and Economic Growth (Edward Elgar, 2014).

Romain Wacziarg is Professor of Economics and the Hans Hufschmid Chair at the

UCLA Anderson School of Management. His research on the roots of economic

prosperity has been published in leading academic journals such as the Quarterly

Journal of Economics, the American Economic Review, the Review of Economics

and Statistics, the Journal of International Economics, the Journal of Development

Economics and the Journal of Economic Growth. He was the Edward Teller National

Fellow at the Hoover Institution in 2002-2003.

Outside UCLA, he is a Research Associate at the National Bureau of Economic Research

(NBER). From 1998 to 2008, he was a Professor at the Stanford Graduate School of

Business. In addition to his academic experience, he worked as a Consultant for the

World Bank. He was born in Switzerland, raised in India and France, and moved to the

United States in 1992 to obtain a PhD at Harvard University.

63

5 Environmental economic history

James Fenske and Namrata Kala University of Warwick and CEPR; Harvard University

Nash (1972) is generally credited with coining the term ‘environmental history’ to refer

to the then-emerging field, integrating ecology and geography into the understanding

of history. Examining ‘the interaction between human cultures and the environment in

the past’ (Worster, 1988), many early environmental historians followed the path set by

pioneering works such as Turner (1921) and Webb (1931), and wrote on the experiences

of Western countries. Nash (1967) studied American perceptions of wilderness, while

Hays (1959) focused on the conservation movement in the United States. As the

field developed, a global literature also developed that illuminated the reciprocal and

dynamic relationship between humans and their environment in other regions of the

world, for example in Africa (Beinart 1984, Fairhead and Leach 1996, Harms 1999),

in Asia (Elvin 2008, Gadgil and Guha 1993), and in global perspective (Crosby 1972).

For over a decade, economists have been contributing to this literature, usually using

different techniques than those used by environmental historians, and emphasising the

different contributions made by their work. A key contribution of this literature has been

a focus on isolating specific causal relationships, within a broader and more complex

environment that includes knowledge, capital and institutions (Hornbeck 2012a),

usually involving the generation and assembly of new Geographic Information Systems

(GIS) databases. The list of environmental factors considered in this literature is broad,

including, but certainly not limited to, pollution, wind patterns, natural disasters, soil

quality, topography and the disease environment. This brief overview of environmental

economic history will focus on the effects of the environment on human outcomes, both

concurrent and in the long-run, rather than on human transformations of the environment,

though the latter is an important part of this literature (e.g. Hansen and Libecap 2004,

Hornbeck and Keskin 2014, Taylor 2011). As we discuss in the following paragraphs,

the environmental factors have far-reaching implications for development, beyond

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direct environmental impacts – for instance, agricultural endowments or changes can be

mechanisms for the evolution of institutions, norms, and societal development. Other

environmental factors, such as the disease burden, have similar implications. We focus

on two topics in the literature in particular – the impact of geographic endowments

and the impact of environmental shocks on historical and long-run development.

This aspect of environmental economic history is thus closely related to the broader

economic history literature concerning the impact of historical events on long-term

development (see Nunn, 2014, for a comprehensive treatment).

Impacts of geographic endowments

One major strand of this literature has examined direct economic impacts of those

characteristics of the environment that are either time-invariant or very slow to change.

This overlaps with studies of the role of geography in economic growth over the very

long run (e.g. Andersen et al. 2016 on ultraviolet radiation, and Galor and Özak 2016

on potential crop yields). For instance, economists have written on the effects of the

disease environment on development in the past and on how the environment has

shaped historical institutions. Bleakley (2007) draws causal inference on the impacts

of hookworm disease on education by measuring the convergence of previously high-

infection areas with previously low-infection areas of the United States in the aftermath

of a rapid eradication campaign in the early twentieth century. His empirical approach

has also been used to evaluate the importance of other diseases in other contexts (e.g.

Lucas 2010, Cutler et al. 2010).

In estimating the impact of geographic endowments on institutions, Fenske (2014) and

Depetris-Chauvin (2015) have both linked state centralisation in pre-colonial Africa

to the gains from trade stemming from ecological diversity. Fenske (2013), similarly,

documents the geographical forcing variables that predict land rights, slavery and

population density in a cross section of global societies. These studies have merged GIS

maps of the African environment with other spatial data on the continent’s institutional

history, and based causal inference on evidence from instrumental variables and narrow

within-country comparisons of observations. Bubb (2013), on a microeconomic level,

has found exogenous suitability for tree-crop cultivation to be a much stronger predictor

Environmental economic history

James Fenske and Namrata Kala

65

of property-rights institutions governing land in the Ivory Coast and Ghana than the

colonial institutions of either country. Similar GIS databases on soil characteristics and

their variations have been used to examine the historical origins of cultural patterns

such as female labour force participation (Alesina et al. 2013), ethnic diversity

(Michalopoulos 2012) and the spread of Islam (Michalopoulos et al. 2016).

Other work on the impact of geographic endowments has instead focused on the indirect

legacies of geographic endowments that affect the present, because of how they have

shaped history. Alsan (2014), in a prominent example, argues that the TseTse fly reduces

African prosperity in the present, principally because it inhibited pre-colonial political

centralisation. To do this, Alsan constructed a novel GIS TseTse suitability index and

merged it with existing spatial data on African ethnic groups’ locations, precolonial

institutions, and modern luminosity. Her causal claims were supported by adjustment

for a wide set of covariates, narrow within-country comparisons, and a placebo exercise

showing no similar effects of TseTse suitability in parts of the world where the fly itself

was absent. Fiszbein (2016) uses exogenous variation in climatic conditions that affect

the returns to agricultural diversity to study the impact of agricultural diversity on long-

term industrial development in the US.

Nunn (2014), similarly, has highlighted the role of the environment in shaping particular

historical events and processes, which themselves have long-term impacts. Africa’s

slave trades are an example: recent work has shown that terrain ruggedness (Nunn

and Puga 2012) and geographic isolation from sources of slave supply (Nunn 2008)

have influenced the dynamics of the slave trade and, through these factors, African

development. These studies have employed GIS resources on the continent’s geography

and historic climate and added geocodes to existing databases of the slave trade; they

draw causal inference from the results of instrumental variables and placebo analyses.

Studies of the long-run impacts of Africa’s slave trades have turned to these same

geographic conditions in isolating plausibly exogenous variation in slave exports (e.g.

Nunn and Wantchekon 2011, Dalton and Leung 2014).

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Impacts of environmental shocks

Given the importance of time-varying environmental events, such as weather fluctuations

and natural disasters, and due to the possibilities for convincing causal inference,

stemming from exogenous change, several studies have evaluated the importance of

environmental shocks in economic history. Several papers have examined immediate

economic effects of events such as droughts, floods, and the spread of new diseases.

Much of this literature has focused on the United States. Davis et al. (2009), for

example, use the weather-driven variations in nineteenth century cotton crops to infer

a causal effect on non-agricultural business cycles; greater cotton exports increased

the supply of high-powered money in the economy. Fishback et al. (2011), similarly,

have investigated whether climate or weather affected mortality rates during the Great

Depression. Other papers have examined the effects of similar shocks in other parts

of the world: Fenske and Kala (2015) and Rönnbäck (2014), for example, have both

examined the role of temperature fluctuations in the transatlantic slave trade and found

that these affected the extent of participation in the slave trade and prices in African

markets.

The relative ease with which events such as conflict and political transitions in the

historical context can be recorded, and their importance in impacting the course of

history, have made these the focus of a considerable volume of work. Hsiang et al.

(2013) provide an extensive bibliography that includes several historical examples.

Christian and Fenske (2015) and Papaioannou and de Haas (2015) have linked episodes

of adverse weather to unrest and crime, respectively, during the colonial period in Africa.

For China, both Jia (2014) and Bai and Kung (2011) have similarly used fluctuations in

weather to explain historical episodes of violence. Chaney (2013) has found that years

of deviant Nile floods reduced the chances that the highest-ranking religious authority

in Muslim Egypt was replaced. These studies have taken data on historic weather from

archival sources or historic reconstructions and merged these with both primary and

secondary sources that document conflict and political transitions, in order to produce

historic datasets covering environmental economic history.

Other work has traced out the longer-run effects of environmental catastrophes by

contrasting the later trajectories of places or individuals affected by these events with

Environmental economic history

James Fenske and Namrata Kala

67

reasonable comparison groups who were not similarly treated. By geocoding soil erosion

maps, writers such as Cutler et al. (2007) and Arthi (2014) have examined the long run

health impacts of America’s dust bowl era on individuals, while Hornbeck (2012b) has

traced its implications for land values, population, and agricultural development. The

long-run consequences of droughts on the eve of the Mexican revolution (Dell 2012), the

spread of the boll weevil (Lange et al. 2009) and the Great Mississippi Flood (Hornbeck

and Naidu 2014) have received similar treatment. By demonstrating that these effects

often persist up to the present, these works have shown the relevance of environmental

history for understanding modern development.

Conclusion

Environmental history is now a mature field, and the environmental sub-field of

economic history is well-developed, but the integration of these literatures is, as yet, less

than ideal. It is our hope that findings, data sources and methods from the environmental

economic history literature will further enrich the writing of environmental history.

Furthermore, several important themes in the environmental history literature have

received limited attention from economists, such as the dynamic relationship between

successive Chinese states and their environment (Elvin 2008), the welfare implications

of colonial forest reservation (Gadgil and Guha 1993), and the political economy of

colonial land conservation (Mackenzie 1998). The natural environment has played

an important part in the development of societies, often mediated by its impact on

their institutions, and we look forward to seeing the integration of new methods and

questions in service of this important topic.

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Cutler, D.M., G. Miller, and D.M. Norton (2007), “Evidence on early-life income and

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Dalton, J.T., and T.C. Leung (2014), “Why is polygyny more prevalent in Western

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1932”, The Journal of Economic History, 69(03), 685-718.

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Evidence from colonial tropical Africa, University of Wageningen Working Paper.

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African markets for staple crops”, The Economic History Review, 67(4), 1065-1088.

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About the authors

James Fenske is a Professor in the Department of Economics at the University of

Warwick. He completed his PhD at Yale University in 2010. He has been at Warwick

since 2016. His publications and working papers are available at www.jamesfenske.

com.

Namrata Kala is a Prize Fellow in Economics, History, and Politics, Harvard

University and a Postdoctoral Fellow at the Abdul Latif Jameel Poverty Action Lab,

MIT. Her research interests include development and environmental economics, and

environmental history.

73

6 The persistence of technological creativity and the Great Enrichment: Reflections on the “Rise of Europe.”

Joel Mokyr

Northwestern University 1

How and why did the modern world and its unprecedented prosperity begin? Many

bookshelves are filled with learned tomes by historians, economists, political scientists,

and other erudite scholars, providing endless explanations as to why the process

of modern economic growth or ‘the Great Enrichment’ started in western Europe

in the 18th century. One of the oldest and most persuasive of these is the political

fragmentation of Europe throughout most of its history. No ruler was ever able to unite

Europe in the way the Mongols and the Mings united China. As a result, European

rulers found themselves competing for the best and most productive intellectuals and

artisans. Scholars have debated the merits and mechanisms of what Eric L. Jones called

‘the states system’ and the consensus seems to be that, while the costs were substantial

in terms of warfare, protectionism, and coordination failures, in the very long run the

benefits turned out to be larger.

In 1789, in the closing chapter of his Rise and Fall, Edward Gibbon wrote that

‘Europe is now divided into twelve powerful, though unequal, kingdoms, three

respectable commonwealths, and a variety of smaller, though independent, states ... The

abuses of tyranny are restrained by the mutual influence of fear and shame; republics

1 The following is based on sections from my forthcoming A Culture of Growth: Origins of the Modern Economy

(Princeton: Princeton University Press, 2016)

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have acquired order and stability; monarchies have imbibed the principles of freedom,

or, at least, of moderation; and some sense of honour and justice is introduced into the

most defective constitutions by the general manners of the times. In peace, the progress

of knowledge and industry is accelerated by the emulation of so many active rivals...’

Other Enlightenment writers, such as David Hume and Immanuel Kant, saw it the same

way. Interstate rivalry did many things, and not all of them good for economic growth.

But they stimulated policies that encouraged innovation and the adoption of modern

technology, from the reforms of Peter the Great to the Sputnik panic in the United

States in 1957. More important, perhaps, is that the ‘states system’ constrained the

ability of political and religious authorities to control intellectual innovation. If they

clamped down on heretical and subversive (that is, original and creative) thought, their

smartest citizens would just go elsewhere (as many of them, indeed, did).

The objection to this view is that fragmentation is not a sufficient condition. The Indian

subcontinent and the Middle East were fragmented for much of their history, and Africa

even more so, yet they did not experience a Great Enrichment. Clearly, more was

needed. One element of scientific and technological development, that has perhaps not

received as much attention as it should, is the size of the ‘market’ that intellectual and

technological innovators faced. In 1769, Matthew Boulton wrote to his partner James

Watt, ‘It is not worth my while to manufacture [your engine] for three coun ties only;

but I find it very well worth my while to make it for all the world.’ What was true for

steam engines was true for books and essays on astronomy, medicine, and mathematics.

Writing such a book involved fixed costs, and so the size of the market mattered. If

fragmentation meant that the constituency of each innovator was small, it would have

dampened the incentives.

This difficulty was resolved in late medieval and early modern Europe. What emerged

and turned out to be of great importance, is that political fragmentation was coupled

with an intellectual and cultural unity, a more or less integrated market for ideas,

that allowed Europe to benefit from the increasing return associated with intellectual

activity. This unity was rooted in Europe’s classical heritage (with the widespread

use of Latin as the lingua franca of intellectuals), and the structure of the Christian

Church. While, for much of the Middle Ages, the intensity of intellectual activity

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(in terms of both the number of participants and the intensity of the debates) was light

compared to what it was to become after 1500, it was transnational. By 1500 or so,

national boundaries mattered little in the thin but lively community of intellectuals

in Europe. Many of its leaders moved back and forth within Europe, despite the slow

and uncomfortable nature of travel. Two of the most prominent leaders of 16th century

humanism, the Valencia-born Juan Luis Vives and Desiderius Erasmus embodied this

footlooseness: Vives studied in Paris, lived most of his life in Flanders, but was also a

member of Corpus Christi College in Oxford and served for a while as tutor to Henry

VIII’s daughter Mary; Erasmus moved back and forth between Leuven, England, and

Basel but also spent time in Turin and Venice. In the 17th century such mobility among

intellectuals became even more pronounced.

Moreover, through the printing press and the much improved postal system, written

knowledge spread faster than ever. Attempts by conservatives to suppress new ideas

foundered in a pluralistic environment. The reputations of intellectual superstars like

Galileo and Spinoza were such that, if local authorities tried to prohibit the publication

of their works, they would easily find publishers abroad. Galileo’s ‘banned’ books

were smuggled out of Italy and published in Protestant cities, as in the case of the

Discorsi, published in Leiden in 1638 and the Dialogo, re-published in Strasbourg in

1635. Spinoza’s publisher, Jan Riewertz, placed ‘Hamburg’ on the title page of the

Tractatus to mislead censors, even though the book was published in Amsterdam. In

this way intellectuals could manipulate a set of divided and uncoordinated polities for

the sake of intellectual freedom.

This unique combination of political fragmentation, along with the pan-European

institution of the Republic of Letters, holds the key to the dramatic intellectual changes

after 1500. Books written in one part of Europe found their way to other areas, and were

soon read, quoted, plagiarised, discussed, and commented upon everywhere. When a

new discovery was made anywhere in Europe, it was debated and tested throughout

the continent. Fifty years after the publication of William Harvey’s De Motu Cordis,

the English doctor and intellectual Thomas Browne reflected on Harvey’s discovery

that ‘at the first trump of the circulation all the schools of Europe murmured ... and

condemned it by a general vote ... but at length [it was] accepted and confirmed by

illustrious physicians.’

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The superstars of European learning catered to a European, not a local, audience and

enjoyed continent-wide reputations. They saw themselves as citizens of a ‘Republic of

Letters’ and regarded this entity, in the words of Pierre Bayle (one of the central figures

in it), as a free commonwealth, an empire of truth. The political metaphor was mostly

wishful thinking, but it reflected the features of the community as an institution that set

rules of conduct for the market for ideas – above all the central belief in contestability

and the willingness to slaughter sacred cows, and a commitment to open science. To

return to Gibbon: he observed that the philo sopher, unlike the patriot, was permitted

to consider Europe as a single ‘great republic’ in which the balance of power may

continue to fluctuate and the prosperity of some nations ‘may be alternately exalted or

depressed’, but which guaranteed a ‘general state of happiness, system of arts and laws

and manners’ which ‘advantageously distinguished’ Europe from other civili sations.

What this meant was that, in this regard, Europe’s intellectual community had the best

of both worlds, with the advantages of an integrated transnational academic community

superimposed on a competitive states system. This system produced many of the

cultural ingredients that paved the way for the Great Enrichment: a belief in social and

economic progress, a growing regard for scientific and intellectual innovation, and the

commitment to a Baconian programme of knowledge in the service of economic growth.

Its scientists adopted the idea of experimental science as a prime tool, and accepted the

use of increasingly more sophisticated mathematics as a method of understanding and

codifying nature. It also produced the European Enlightenment, in which the belief in

progress was translated into a coherent political programme, a programme that, despite

its many flaws and misfires, still dominates European polities and economies.

It should be emphasised that Europe’s success was not the result of any inherent

superiority of European (much less Christian) culture. It was a classical emergent

property, a complex and unintended outcome of simpler interactions on the collective

entity. It was the result of contingent institutional outcomes, and was neither designed nor

planned. Once in place, however, it created self-reinforcing and autocatalytic dynamics

that made knowledge-driven economic growth not just possible but sustainable. As long

as we regard the Republic of Letters as an ‘institution’ in the Northian sense, we can

see the Industrial Revolution as the outcome of institutional changes — but institutions

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at the level of the continent, not only the institutions of the modern nation state as most

scholars still seem to believe.

The idea of knowledge-driven economic growth as the primum movens of the Industrial

Revolution is still controversial, and rightly so. Examples of purely science-driven

inventions in the eighteenth century are few, though after 1815 their number rises

rapidly. Yet, dismissing the scientific revolution as irrelevant to modern economic

growth misses the point that, without an ever-growing understanding of nature, the

artisan-driven advances of the 18th century (especially in the textile industry) would

ineluctably have ground to a halt. Moreover, some inventions still needed inputs from

learned people, even if they cannot be said to be purely science-driven. For instance, the

marine chronometer – one of the most important inventions of the era of the Industrial

Revolution (though rarely mentioned as a part of it) – was made possible through the

work of earlier mathematical astronomers. The first of these was the sixteenth-century

Dutch (more accurately Frisian) astronomer and mathematician Jemme Reinerszoon,

known as Gemma Frisius, who suggested the possibility of what John Harrison (the

ingenious watchmaker who cracked this thorny problem) actually did.

It is interesting to note that the advances in science were driven not only by the

emergence of open science and the growing sophistication of the transnational market

for ideas, but also by the appearance of better tools and instruments, which in turn

facilitated research in natural philosophy. The most famous ones were the microscope,

telescope, barometer, and modern thermometer, all developed in the first half of the 17th

century. Improved physics, mathematics, and biology refuted many misconceptions,

inherited from classical antiquity, and made contestability increasingly irresistible

as a principle of investigation. The newly discovered notions of a vacuum and an

atmosphere stimulated the emergence of atmospheric engines. In turn, steam engines

inspired scientists to investigate the physics of the conversion of heat into motion, and,

more than a century after Newcomen’s first pump, thermodynamics was developed.

Taken together, these examples indicate that the interaction of propositional knowledge

(knowledge of ‘what’) and prescriptive knowledge (knowledge of ‘how’) constituted

a positive feedback or autocatalytic model that may not converge to any kind of basin

of attraction. In other words, once the process gets going, it becomes self-propelled.

In that sense, knowledge-based growth is one of the most persistent of all historical

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phenomena – though the conditions of its persistence are complex and require above

all a competitive and open market for ideas. This has two important corollaries. First,

we must recognise that things could have turned out differently than they did, with

fairly minor changes in initial conditions or accidents along the way. Had political and

military developments taken different turns in Europe, conservative forces might have

pre vailed and taken a more hostile attitude toward the new and progressive interpretation

of the world. There was nothing predetermined or inexorable in the ulti mate triumph

of scientific progress and sustained economic growth, any more than, say, the eventual

evolution of Homo sapiens (or any other specific species) on the planet. Second,

once in motion, the force of technological and scientific progress may be irresistible,

notwithstanding the backlash it has encountered in recent years. The world still consists

of competing entities, and seems not much closer to unification than it was in 1600. The

costs of fragmentation in terms of lost gains from trade and coordination are high, but

there may also be unintended benefits to the ‘new nationalism’.

About the author

Joel Mokyr is the Robert H. Strotz Professor of Arts and Sciences and Professor

of Economics and History at Northwestern University and Sackler Professor (by

special appointment) at the Eitan Berglas School of Economics at the University

of Tel Aviv. He specialises in economic history and the economics of technological

change and population change. He is the author of Why Ireland Starved: An

Analytical and Quantitative Study of the Irish Economy, The Lever of Riches:

Technological Creativity and Economic Progress, The British Industrial Revolution:

An Economic Perspective, The Gifts of Athena: Historical Origins of the Knowledge

Economy, and The Enlightened Economy: an Economic history of Britain, 1700-

1850. His most recent book is A Culture of Growth, published by Princeton

University Press in 2016. He has authored over 100 articles and books in his field.

He has served as the senior editor of the Journal of Economic History from 1994 to 1998,

and was editor in chief of the Oxford Encyclopedia of Economic History (published in

July 2003), and serves as editor in chief of a book series, the Princeton University Press

Economic History of the Western World. He served as President of the Economic History

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Joel Mokyr

79

Association 2003-04, President of the Midwest Economics Association in 2007/08,

President of the Atlantic Economic Association (2015/16), and is a director of the

National Bureau of Economic Research. He serves as chair of the advisory committee

of the Institutions, Organizations, and Growth program of the Canadian Institute of

Advanced Research. He served as chair of the Economics Department at Northwestern

University between 1998 and 2001 and was a fellow at the Center for Advanced

Studies in the Behavioral Sciences at Stanford between Sept. 2001 and June 2002.

Professor Mokyr has an undergraduate degree from the Hebrew University of Jerusalem

and a Ph.D. from Yale University. He has taught at Northwestern since 1974, and has

been a visiting Professor at Harvard, the University of Chicago, Stanford University,

the Hebrew University of Jerusalem, the University of Tel Aviv, University College

of Dublin, and the University of Manchester. In 2006 he was awarded the biennial

Heineken Prize by the Royal Dutch Academy of Sciences for a lifetime achievement

in historical science. In 2015 he was awarded the Balzan Prize for Economic History.

He is a fellow of the American Academy of Arts and Sciences, a foreign fellow of

the Royal Dutch Academy of Sciences, the Accademia Nazionale dei Lincei, a

corresponding fellow of the British Academy, and a Fellow of the Econometric Society

and the Cliometric Society. His books have won a number of important prizes including

the Joseph Schumpeter memorial prize (1990), the Ranki prize for the best book in

European Economic history and the Donald Price Prize of the American Political

Science Association.

81

7 The economic impact of colonialism

Daron Acemoglu and James A. Robinson MIT and CEPR; University of Chicago and CEPR

The immense economic inequality we observe in the world today didn’t happen

overnight, or even in the past century. It is the path dependent outcome of a multitude of

historical processes, one of the most important of which has been European colonialism.

Retracing our steps 500 years, or back to the verge of this colonial project, we see little

inequality and small differences between poor and rich countries (perhaps a factor of

four). Now the differences are a factor of more than 40, if we compare the richest to the

poorest countries in the world. What role did colonialism play in this?

In our research with Simon Johnson we have shown that colonialism has shaped modern

inequality in several fundamental, but heterogeneous, ways. In Europe the discovery

of the Americas and the emergence of a mass colonial project, first in the Americas,

and then, subsequently, in Asia and Africa, potentially helped to spur institutional and

economic development, thus setting in motion some of the prerequisites for what was

to become the industrial revolution (Acemoglu et al. 2005). But the way this worked

was conditional on institutional differences within Europe. In places like Britain, where

an early struggle against the monarchy had given parliament and society the upper

hand, the discovery of the Americas led to the further empowerment of mercantile and

industrial groups, who were able to benefit from the new economic opportunities that

the Americas, and soon Asia, presented and to push for improved political and economic

institutions. The consequence was economic growth. In other places, such as Spain,

where the initial political institutions and balance of power were different, the outcome

was different. The monarchy dominated society, trade and economic opportunities, and,

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in consequence, political institutions became weaker and the economy declined. As

Marx and Engels put it in the Communist Manifesto,

“The discovery of America, the rounding of the Cape, opened up fresh ground for

the rising bourgeoisie.”

It did, but only in some circumstances. In others it led to a retardation of the bourgeoisie.

In consequence colonialism drove economic development in some parts of Europe and

retarded it in others.

Colonialism did not, however, merely impact the development of those societies that did

the colonising. Most obviously, it also affected the societies that were colonised. In our

research (Acemoglu et al. 2001, 2002) we showed that this, again, had heterogeneous

effects. This is because colonialism ended up creating very distinct sorts of societies

in different places. In particular, colonialism left very different institutional legacies

in different parts of the world, with profoundly divergent consequences for economic

development. The reason for this is not that the various European powers transplanted

different sorts of institutions – so that North America succeeded due to an inheritance

of British institutions, while Latin America failed because of its Spanish institutions. In

fact, the evidence suggests that the intentions and strategies of distinct colonial powers

were very similar (Acemoglu and Robinson 2012). The outcomes were very different

because of variation in initial conditions in the colonies. For example, in Latin America,

where there were dense populations of indigenous people, a colonial society could be

created based on the exploitation of these people. In North America where no such

populations existed, such a society was infeasible, even though the first British settlers

tried to set it up. In response, early North American society went in a completely

different direction: early colonising ventures, such as the Virginia Company, needed

to attract Europeans and stop them running off into the open frontier and they needed

to incentivise them to work and invest. The institutions that did this, such as political

rights and access to land, were radically different even from the institutions in the

colonising country. When British colonisers found Latin-American-like circumstances,

for example in South Africa, Kenya or Zimbabwe, they were perfectly capable of and

interested in setting up what we have called ‘extractive institutions’, based on the control

of and the extraction of rents from indigenous peoples. Acemoglu and Robinson (2012) argue

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that extractive institutions, which strip the vast mass of the population of incentives or

opportunities, are associated with poverty. It is also not a coincidence that such African

societies are today as unequal as Latin American countries.

It wasn’t just the density of indigenous peoples that mattered for the type of society

that formed. As we showed in Acemoglu et al. (2001) the disease environment

facing potential European settlers was also important. Something that encouraged

the colonisation of North America was the relatively benign disease environment

that facilitated the strategy of creating institutions to guarantee European migration.

Something that encouraged the creation of extractive institutions in West Africa was

the fact that it was the ‘white man’s graveyard’, discouraging the creation of the type

of ‘inclusive economic institutions’ which encouraged the settlement and development

of North America. These inclusive institutions, in contrast to extractive institutions, did

create incentives and opportunities for the vast mass of people.

Our focus on the disease environment as a source of variation in colonial societies was

not because we considered this to be the only or even the main source of variation in

the nature of such societies. It was for a particular scientific reason: we argued that the

historical factors that influenced the disease environment for Europeans and therefore

their propensity to migrate to a particular colony are not themselves a significant source

of variation in economic development today. More technically, this meant that historical

measures of European settler mortality could be used as an instrumental variable

to estimate the causal effect of economic institutions on economic development (as

measured by income per-capita). The main challenge to this approach is that factors

which influenced European mortality historically may be persistent and can influence

income today, perhaps via effects on health or contemporary life expectancy. There

are several reasons why this is not likely to be true however. First, our measures of

European mortality in the colonies are from 200 or so years ago, before the founding of

modern medicine or the understanding of tropical diseases. Second, they are measures

of mortality faced by Europeans with no immunity to tropical diseases, which is

something very different from the mortality faced by indigenous people today, which is

presumably what is relevant for current economic development in these countries. Just

to check, we also showed that our results are robust to the controlling econometrically

of various modern measures of health, such as malaria risk and life expectancy.

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Thus, just as colonialism had heterogeneous effects on development within Europe,

promoting it in places like Britain, but retarding it in Spain, so it also had very

heterogeneous effects in the colonies. In some places, like North America, it created

societies with far more inclusive institutions than in the colonising country itself and

planted the seeds for the immense current prosperity of the region. In others, such as

Latin America, Africa or South Asia, it created extractive institutions that led to very

poor long-run development outcomes.

The fact that colonialism had positive effects on development in some contexts does

not mean that it did not have devastating negative effects on indigenous populations

and society. It did.

That colonialism in the early modern and modern periods had heterogeneous effects

is made plausible by many other pieces of evidence. For example, Putnam (1994)

proposed that it was the Norman conquest of the South of Italy that created the lack

of ‘social capital’ in the region, the dearth of associational life that led to a society

that lacked trust or the ability to cooperate. Yet the Normans also colonised England

and that led to a society which gave birth to the industrial revolution. Thus Norman

colonisation had heterogeneous effects too.

Colonialism mattered for development because it shaped the institutions of different

societies. But many other things influenced these too, and, at least in the early modern and

modern period, there were quite a few places that managed to avoid colonialism. These

include China, Iran, Japan, Nepal and Thailand amongst others, and there is a great deal

of variation in development outcomes within these countries, not to mention the great

variation within Europe itself. This raises the question of how important, quantitatively,

European colonialism was, compared to other factors. Acemoglu, Johnson and

Robinson (2001) calculate that, according to their estimates, differences in economic

institutions account for about two-thirds of the differences in income per-capita in the

world. At the same time Acemoglu, et al. (2002) show that, on their own, historical

settler mortality and indigenous population density in 1500 explain around 30% of

the variation in economic institutions in the world today. If historical urbanisation in

1500, which can also explain variation in the nature of colonial societies, is added, this

increases to over 50% of the variation. If this is right, then a third of income inequality

in the world today can be explained by the varying impact of European colonialism on

different societies. A big deal.

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That colonialism shaped the historical institutions of colonies might be obviously

plausible. For example, we know that, in Perú of the 1570s, the Spanish Viceroy

Francisco de Toledo set up a huge system of forced labour to mine the silver of Potosí.

But this system, the Potosí mita, was abolished in the 1820s, when Perú and Bolivia

became independent. To claim that such an institution, or, more broadly, the institutions

created by colonial powers all over the world, influence development today, is to make

a claim about how colonialism influenced the political economy of these societies in a

way which led these institutions to either directly persist, or to leave a path dependent

legacy. The coerced labour of indigenous peoples lasted directly up until at least the

1952 Bolivian Revolution, when the system known as pongueaje was abolished. More

generally, Acemoglu and Robinson (2012, Chapters 11 and 12) and Dell (2010) discuss

many mechanisms via which this could have taken place.

Finally, it is worth observing that our empirical findings have important implications

for alterative theories of comparative development. Some argue that geographical

differences are dominant in explaining long-run patterns of development. In

contradistinction, we showed that once the role of institutions is accounted for,

geographical factors are not correlated with development outcomes. The fact that, for

instance, there is a correlation between latitude and geography, is not indicative of a

causal relationship. It is simply driven by the fact that European colonialism created

a pattern of institutions that is correlated with latitude. Once this is controlled for,

geographical variables play no causal role. Others argue that cultural differences are

paramount in driving development. We found no role at all for cultural differences

measured in several ways. First, the religious composition of different populations.

Second, as we have emphasised, the identity of the colonial power. Third, the fraction

of the population of a country of European descent. It is true, of course, that the United

States and Canada filled up with Europeans, but in our argument this was an outcome

of the fact that they had good institutions. It is not the numerical dominance of people

of European descent today that drives development.

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References

Acemoglu, Daron, Simon Johnson and James A. Robinson (2001), “The Colonial

Origins of Comparative Development: An Empirical Investigation”, American

Economic Review, 91, 1369-1401.

Acemoglu, Daron, Simon Johnson and James A. Robinson (2002), “Reversal of Fortune:

Geography and Institutions in the Making of the Modern World Income Distribution”,

Quarterly Journal of Economics, 118, 1231-1294.

Acemoglu, Daron, Simon Johnson and James A. Robinson (2005), “The Rise of Europe:

Atlantic Trade, Institutional Change and Economic Growth”, American Economic

Review, 95, 546-579.

Acemoglu, Daron and James A. Robinson (2012), Why Nations Fail, New York: New

York.

Dell, Melissa (2010), “The Persistent Effects of Peru’s Mining Mita”, Econometrica,

78, 1863-1903.

Putnam, Robert H. (with Robert Leonardi and Raffaella Y. Nanetti ) (1994) Making

Democracy Work, Princeton: Princeton University Press.

About the authors

Daron Acemoglu is Charles P. Kindleberger Professor of Applied Economics in

the Department of Economics at the Massachusetts Institute of Technology. He has

received a BA in economics at the University of York, 1989, M.Sc. in mathematical

economics and econometrics at the London School of Economics, 1990, and Ph.D.

in economics at the London School of Economics in 1992. He is an elected fellow of

the American Academy of Arts and Sciences, the Econometric Society, the European

Economic Association, and the Society of Labor Economists.

He has received numerous awards and fellowships, including the inaugural T. W. Shultz

Prize from the University of Chicago in 2004, the inaugural Sherwin Rosen Award for

outstanding contribution to labor economics in 2004, the Distinguished Science Award

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87

from the Turkish Sciences Association in 2006, and the John von Neumann Award

from Rajk College, Budapest in 2007. He was also awarded the John Bates Clark Medal

in 2005, given every two years to the best economist in the United States under the age

of 40 by the American Economic Association, and holds an Honorary Doctorate from

the University of Utrecht. His research interests include political economy, economic

development and growth, human capital theory, growth theory, innovation, search

theory, network economics and learning.

James Robinson is a Professor at the University of Chicago, Harris School of Public

Policy, and a Research Fellow at the NBER and CEPR. Professor Robinson studied

economics at the London School of Economics, the University of Warwick and Yale

University. He previously taught in the Department of Economics at the University

of Melbourne, the University of Southern California, the Departments of Economics

and Political Science at the University of California at Berkeley and before moving to

Chicago was Wilbur A. Cowett Professor of Government at Harvard University.

His main research interest s are in comparative economic and political development and

he is currently conducting research in the Democratic Republic of the Congo, Haiti, the

Philippines, Sierra Leone, and in Colombia where he has taught for many years during

the summer at the University of the Andes in Bogotá.

89

8 Legal origins

Rafael La Porta, Florencio Lopez-de-Silanes, Andrei Shleifer,and Robert Vishny Dartmouth College, Tuck School of Business; EDHEC Business School; Harvard University, Department of Economics; Booth School of Business, University of Chicago

The history of conquest and colonisation has left a profound impact on the culture

and institutions of affected countries. Perhaps the most obvious example of this is

language. People in the United States speak the language of their coloniser, Britain;

people in South American speak Spanish, with the exception of the Brazilians, who

speak the language of their coloniser, Portugal. Another obvious example is religion:

South Americans are Catholic, thanks to many forced conversions; North Africans are

Moslem, for the same reason. A less obvious example is sport: people play soccer in

French Africa and South America, as they do in France and Spain; but they play rugby

in South Africa, Australia, and New Zealand, as they do in the UK. The Cubans, long

under profound American political and economic influence, still play baseball, despite

over half-a-century of anti-American rule.

Perhaps the more economically relevant example of such transplantation is provided

by a country’s laws, particularly its commercial laws. Countries colonised by the UK

typically have laws significantly influenced by those of England; countries colonised

by France, Spain, and Portugal have laws influenced by their respective colonisers.

Spain and Portugal themselves have laws heavily influenced by those of France, which

they inherited from the Napoleonic conquest. Sometimes such legal transplantation

takes the simple form of the copying of laws; other times the influence is less direct,

driven by commonality of language and the training of lawyers and politicians, which

often took place in the colonising country or at universities it established in its colonies.

These patterns of conquest and colonisation created so-called legal families of laws

substantially influenced by the origin countries. England and its colonies, including the

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US, are part of the common-law family; France, Spain, Portugal and their colonies are

part of the French civil-law tradition. There are also less widely spread but distinctive

Scandinavian, German, and – fortunately disappearing – socialist legal traditions. None

of these legal traditions determine the laws of countries that belong to them completely,

and there is clear evidence of legal change, evolution, and reform, but legal origins

nonetheless exert a substantial influence for centuries. Figure 1 illustrates the spread of

legal traditions around the world.

Figure 1. The distribution of legal origin

Legal Origins = English = French = German = Scandinavian = Socialist

What is perhaps most interesting for an economist is that legal traditions exhibit

distinctive formal features as well as substantive approaches to how the law regulates

economic life. At the formal level, the common law is formed by appellate judges, who

establish precedents by solving specific legal disputes. Dispute resolution tends to be

adversarial rather than inquisitorial. Judicial independence from both the executive

and the legislature is central. The civil law tradition dates back in its formal features to

Roman law, and spread through Continental Europe after Roman law was rediscovered

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during the Middle Ages in Italy. It uses statutes and comprehensive codes as primary

means of ordering legal material, and relies heavily on legal scholars to ascertain and

formulate rules. Dispute resolution tends to be inquisitorial rather than adversarial.

Judicial independence is not as big an issue.

As legal scholars have long recognised, the differences in legal traditions are not

merely formal. The common-law tradition tends to be less interventionist and more

supportive of private economic arrangements. The civil-law tradition tends to be more

dirigiste, and more focused on the state constraining such arrangements. In the words

of one legal scholar, civil law is ‘policy implementing’ while common law is ‘dispute

resolving’ (Damaška 1986). In the words of another, French civil law embraces

‘socially-conditioned private contracting’, in contrast to common law’s support for

‘unconditioned private contracting’ (Pistor 2006). These are profound historically-

shaped features of the stance of the law, which, through transplantation, have continued

to run in legal families.

A critical feature of legal transplantation that makes it helpful for investigating the

effects of laws on economic outcomes is that, like conquest and colonisation themselves,

it is largely involuntary. Although, in a few cases, such as Russia in the 19th century or

Japan after the Meiji restoration, a country borrows commercial laws purely voluntarily,

in most cases, such as those described above, the transplantation is either forced or is a

by-product of a forced political change. As a consequence, one can think of it as largely

exogenous, and examine its economic and social consequences.

In light of this history, it is perhaps not surprising that legal families often exhibit

substantively different legal rules and approaches, which then have a significant

influence on economic outcomes. In a pair of papers that we wrote 20 years ago (La

Porta et al. 1997, 1998), we applied this approach to corporate law. We found, consistent

with the broad view of the stance of the law, that common-law countries are more

protective of outside investors, including both creditors and shareholders, than civil-

law countries, while the latter tend to be more protective of insiders and to give outside

investors fewer rights. These differences are manifested in the many specific legal

rules which we summarised by creating indices of shareholder and creditor protection.

Most importantly, we showed that these quantitative measures of investor protection

are associated with indicators of financial development. Corporate ownership is more

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dispersed, both debt and equity markets are larger, and dividend payouts and corporate

valuations are higher in common- than in civil-law countries (La Porta et al. 1997,

1998, 1999, 2000, 2002). Legal origins affect legal rules, legal rules affect investor

protection, and investor protection affects financial structure.

Since these papers were written, a significant literature has revisited these findings.

Some of our measures of investor protection were correctly criticised, and we revised

and extended them (e.g., La Porta et al. 2006, Djankov et al. 2008). There was a question

over whether the patterns of financial development we have identified have also existed

historically, and the best available evidence indicates that they have (Hildebrand 2016).

Some scholars argued that our legal origins are merely proxies for politics, with civil

law standing in for social democracy. In the data, the patterns we described hold for

dictatorships as well as democracies, rejecting this political interpretation (La Porta et

al. 2008).

We have also investigated whether the procedural and organisational differences

between the legal systems stressed by legal scholars can be quantified. We have found

that, indeed, courts in common-law countries tend to be more independent from the

executive branch than courts in civil-law countries, with longer judicial tenure and

greater limits on firing judges (La Porta et al. 2004). Common-law legal procedure

is also less formalised, with fewer written or formal steps necessary to move disputes

forward, fewer filings, and more limited possibilities of appeal. Moreover, these

procedural differences translate into substantive outcomes: other things being equal,

it generally takes longer and costs more to evict a non-paying tenant, or to collect a

bounced cheque, in a civil- than a common-law country (Djankov et al. 2003). The

quantitative evidence is broadly consistent with the broad perspective of comparative

law.

A further question one can ask is whether differences in legal origins also show up

not just in legal rules, but also in patterns of government regulation. We investigated

this question together with Simeon Djankov of the World Bank, who went on to create

the extremely influential World Bank Doing Business Report, based on our findings.

Thanks to the cooperation with the World Bank, we were able to assemble large data

sets on government regulations affecting business activity in many countries. We began

by examining the regulation of entry of new firms, by calculating the number of formal

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steps, and the minimum time and cost it would take to open a business legally (Djankov

et al. 2002). We also looked at government regulations of labour markets (Botero et al.

2004). Here as well, consistent with the comparative law approach, we found evidence

of much heavier regulation in civil- than in common-law countries. The evidence

on regulations confirmed the fundamental differences in how legal systems approach

social control of economic life.

We also found that these regulatory differences correlate with economic outcomes. For

example, countries with fewer entry regulations tend to have less corruption, which

is typically a by-product of a heavy regulatory stance. They also, not surprisingly,

have more official employment, all else being equal. Countries with heavier labour

regulations, not surprisingly, exhibit higher unemployment rates – especially among the

young — and lower rates of labour force participating. Here as well, the broad stance

of the law appears to influence important economic outcomes.

Given this evidence, one might ask whether legal origin is destiny, and whether legal

rules and regulations are permanently fixed given a country’s tradition. The answer to

that is a most decisive ‘no’. It is certainly the case that in some core areas of law, such

as legal procedure, we have found very slow change and a huge amount of persistence

(Balas et al. 2010). In other areas, however, there has been a lot of change. The

extraordinary popularity of the World Bank Doing Business Report around the world

has prompted many countries to revise some of their most burdensome regulations,

particularly in the field of regulation of entry. In fact, some countries, such as Georgia,

sought to attract foreign investors based on their high ‘Doing Business’ scores and

massive regulatory reforms, while others, such as New Zealand, ran political campaigns

based on their outstanding scores.

In sum, there is little doubt at this point that legal traditions are associated with

distinctive formal and substantive approaches to solving legal problems, and that

these approaches are associated with some distinctive economic outcomes. How large

the substantive consequences are remains an open question. In our work, we have

strenuously stayed away from claiming that legal traditions and legal rules influence

economic growth. This observation is part of a more general proposition that the only

consistent determinant of long-run growth is human capital and even major institutional

differences, such as dictatorship versus democracy, are not evidently correlated with

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growth. But if one is interested in outcomes that are a bit less aggregate – including

financial development, the role of the formal sector, or unemployment – then the

significance of legal traditions in shaping these outcomes is much clearer in the data

References

Balas, Aron, Rafael La Porta, Florencio Lopez-de-Silanes, and Andrei Shleifer (2009),

“The Divergence of Legal Procedures”, American Economic Journal: Economic Policy,

1(2): 136–62.

Botero, Juan C., Simeon Djankov, Rafael La Porta, Florencio Lopez-de-Silanes, and

Andrei Shleifer (2004), “The Regulation of Labor”, Quarterly Journal of Economics,

119(4): 1339–82.

Damaška, Mirjan R (1986), The Faces of Justice and State Authority: A Comparative

Approach to the Legal Process, New Haven and London: Yale University Press.

Djankov, Simeon, Rafael La Porta, Florencio Lopez-de-Silanes, and Andrei Shleifer

(2002), “The Regulation of Entry”, Quarterly Journal of Economics, 117(1): 1–37.

Djankov, Simeon, Rafael La Porta, Florencio Lopez-de-Silanes, and Andrei Shleifer

(2003), “Courts”, Quarterly Journal of Economics, 118(2): 453–517.

Djankov, Simeon, Rafael La Porta, Florencio Lopez-de-Silanes, and Andrei Shleifer

(2008), “The Law and Economics of Self-Dealing”, Journal of Financial Economics,

88(3): 430-65.

Hildebrand, Nikolaus (2016), Legal Origins and Politics. The History of Financial

Development and Structure in the 19th and 20th Centuries, Mimeo. MIT.

La Porta, Rafael, Florencio Lopez-de-Silanes, Cristian Pop-Eleches, and Andrei

Shleifer (2004), “Judicial Checks and Balances”, Journal of Political Economy, 112(2):

445–70.

La Porta, Rafael, Florencio Lopez-de-Silanes, and Andrei Shleifer (1999), “Corporate

Ownership around the World”, Journal of Finance, 54(2): 471–517.

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La Porta, Rafael, Florencio Lopez-de-Silanes, and Andrei Shleifer (2006), “What

Works in Securities Laws?”, Journal of Finance, 61(1): 1–32.

La Porta, Rafael, Florencio Lopez-de-Silanes, and Andrei Shleifer (2008), “The

Economic Consequences of Legal Origins”, Journal of Economic Literature, 46(2):

285-332.

La Porta, Rafael, Florencio Lopez-de-Silanes, Andrei Shleifer, and Robert W. Vishny

(1997), “Legal Determinants of External Finance”, Journal of Finance, 52(3): 1131–50.

La Porta, Rafael, Florencio Lopez-de-Silanes, Andrei Shleifer, and Robert W. Vishny

(1998), “Law and Finance”, Journal of Political Economy, 106(6): 1113–55.

La Porta, Rafael, Florencio Lopez-de-Silanes, Andrei Shleifer, and Robert W. Vishny

(2000), “Agency Problems and Dividend Policies around the World”, Journal of

Finance, 55(1): 1–33.

La Porta, Rafael, Florencio Lopez-de-Silanes, Andrei Shleifer, and Robert W. Vishny

(2002), “Investor Protection and Corporate Valuation”, Journal of Finance, 57(3):

1147–70.

Pistor, Katharina (2006), “Legal Ground Rules in Coordinated and Liberal Market

Economies”, In Corporate Governance in Context: Corporations, States, and Markets

in Europe, Japan, and the US, ed. Klaus J. Hopt, Eddy Wymeersch, Hideki Kanda, and

Harald Baum, 249-280. Oxford and New York: Oxford University Press.

About the authors

Rafael La Porta is the Noble Foundation Professor of Finance at the Tuck School

at Dartmouth. He received his PhD in economics from Harvard in 1994 and was on

the Harvard faculty from that time until he joined Tuck in 2003. Professor La Porta’s

research has focused on issues of investor protection and corporate governance across the

world, an area known as “law and finance.” He is an expert on cross-country differences

in laws and practice pertaining to investor protection and how those differences cause

economies, stock markets, and firms’ financing practices to vary.

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Florencio Lopez-de-Silanes is Professor of Finance and Law at EDHEC Business

School in France and Head of the Fund Governance Research Programme at the

EDHEC Risk and Asset Management Research Centre. He also holds a joint Chair in

Law and Finance at Paris School of Economics and EDHEC, and has the honorary title

of Distinguished Professor of Finance at the University of Amsterdam. Previously he

was a professor at the universities of Harvard, Yale, Amsterdam, and the Ecole Normale

Superieur in Paris. His research interests and main publications fall in the areas of

International Corporate Finance and Financial Markets, Legal Reform and Privatization.

He has been an advisor on these topics to several governments, international institutions

and corporations. He has many publications in top finance and economics journals

and has published two books on Investor Protection and the Benefits of Privatization

in Latin America. Among other distinctions, he received Harvard’s Wells Prize for the

Best Dissertation in Economics (1995), the Brattle Prize for distinguished paper in the

Journal of Finance of the American Finance Association (1999), and the Jensen Prize

for the best papers published in the Journal of Financial Economics in the Areas of

Corporate Finance and Organizations (2000)..

A Professor of Economics at Harvard University, Andrei Shleifer holds an undergraduate

degree from Harvard and a Ph.D. from MIT. Before coming to Harvard in 1991,

he has taught at Princeton and the Chicago Business School. Shleifer has worked

in the areas of comparative corporate governance, law and finance, behavioral

finance, as well as institutional economics. He has published six books, including

The Grabbing Hand (with Robert Vishny), and Inefficient Markets: An Introduction

to Behavioral Finance, as well as over a hundred articles. Shleifer is an Editor of the

Quarterly Journal of Economics, and a fellow of the Econometric Society, the American

Academy of Arts and Sciences, and the American Finance Association.

In 1999, Shleifer won the John Bates Clark medal of the American Economic

Association. According to RePEc, Shleifer is the most cited economist in the world.

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97

Robert Vishny is the Myron S. Scholes Distinguished Service Professor of

Finance at the University of Chicago Booth School of Business. He was the Eric J.

Gleacher Distinguished Service Professor of Finance at the University of Chicago

Booth School of Business. He is also a NBER Research Associate.

He received his A.B. with highest distinction (economics, mathematics, and philosophy)

from the University of Michigan in 1981 and Ph.D. (Economics) from MIT in 1985.

His area of expertise is behavioural and institutional finance. Amongst the areas that

Vishny studied in the past were the market for corporate control, corporate governance

around the world, privatisation and the role of government in the economy, investor

sentiment, and the limits of arbitrage.

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9 The European origins of economic development

William Easterly and Ross Levine New York University; UC Berkeley, Haas School of Business1

Countries have followed divergent paths of economic development since European

colonisation. Some former colonies, such as the Congo, Guinea-Bissau, Malawi, and

Tanzania, have experienced little economic development over the last few centuries,

with current per capita Gross Domestic Product (GDP) levels of about $2 per day.

Others, including Australia, Canada, and the United States, are among the richest

countries in the world today, with per capita GDP levels of about $140 per day. Others

fall along the spectrum between these extremes.

To explain these divergent paths, many researchers emphasise that the European share

of the population during colonisation shaped national rates of economic growth through

several mechanisms. For example, Engerman and Sokoloff (1997) (ES) and Acemoglu

et al. (2001, 2002) (AJR) stress that European colonisation had enduring effects on

political institutions. They argue that, when Europeans encountered natural resources

with lucrative international markets and did not find the land, climate, and disease

environment suitable for large-scale settlement, only a few Europeans settled and

created authoritarian political institutions to extract those resources. The institutions

created by Europeans in these ‘extractive colonies’ impeded long-run development.

But, when Europeans found land, climate, and disease environments that were suitable

for smaller-scale agriculture, they settled, forming ‘settler colonies’ with political

institutions that fostered development.

1 This discussion is based on William Easterly & Ross Levine, 2016, “The European origins of economic development”,

Journal of Economic Growth 21(3): 225-257.

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Other researchers focus less on what Europeans found and more on what Europeans

brought. ES and Glaeser et al. (2004) (GLLS) argue that Europeans brought human

capital and human capital creating institutions that shape long-run economic growth.

According to this human capital view, European settlers directly and immediately added

human capital skills to the colonies and also had long-run effects on human capital

accumulation. These long-run effects emerge because human capital disseminates

throughout the population over generations and it takes time to create, expand, and

improve schools. Furthermore, this human capital view suggests that having a larger

share of Europeans during colonisation could facilitate human capital accumulation

across the entire population, both because it would increase interactions among people

of European and non-European descent and because it might accelerate expanded

access to schools.

These views yield two testable implications: (1) the proportion of Europeans during

colonisation will be positively related to the democratic political institutions and

human capital development that yield higher levels of economic development today,

and (2) the proportion of Europeans during colonisation will matter more for economic

development than the proportion of the population of European descent today because

of (a) the enduring effects of political institutions and (b) the slow dissemination

of human capital and creation of well-functioning schools. Although the political

institutions and human capital views emphasise different mechanisms, they provide

closely aligned predictions about the impact of colonial European settlement on current

economic development.

Other researchers, either explicitly or implicitly, highlight additional mechanisms

through which European migration had positive or negative effects on development.

North (1990) argues that the British brought comparatively strong political and

legal institutions, which were more conducive to economic development than the

institutions brought by other European nations. Spolaore and Wacziarg (2009) stress

that the degree to which the genetic heritage of a colonial population was similar to

that of the economies at the technological frontier positively affected the diffusion of

technology and thus economic development. Putterman and Weil (2010) and Chanda et al.

(2014 ) emphasise that the experiences with statehood and agriculture of the ancestors

of people currently living within countries help to explain cross-country differences

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in economic success. Comin et al. (2011) find that the ancient technologies of the

ancestors of today’s populations help predict current levels of per capita income. In all

of these papers, the ancestral nature of a population – which was reshaped by European

colonisation – helps account for cross-country differences in economic development

today.

Although this considerable body of research emphasises the effect of European

settlement during colonisation on subsequent rates of economic development, what

has been missing in the empirical literature is the key intermediating variable: colonial

European settlement. While researchers, including AJR, have examined the European

share of the population in 1900, this is well after the colonial period in several countries,

including virtually all of the Western Hemisphere. To the best of our knowledge,

researchers have not directly measured colonial European settlement and examined its

association with current economic development.

In this paper, we construct a new database on the European share of the population

during colonisation and use it to examine the historical determinants of colonial

European settlement and the relation between colonial European settlement and

current economic development.2 Although we do not isolate the specific mechanisms

linking colonial European settlement with current levels of economic development,

as emphasised in each of the individual theories discussed above, we do assess the

core empirical predictions emerging from the literature on the relationship between

European settlement and economic development: namely that (1) the proportion of

Europeans during colonisation is positively related to economic development today and

(2) the proportion of Europeans during colonisation is more important, in accounting

for cross-country differences in current economic development, than the proportion of

the population of European descent today.

We first discover that colonial European settlement is strongly, positively associated with

economic development today. As illustrated in Figure 1, countries with a higher share

of Europeans in the colonial population tend to have higher levels of Gross Domestic

Product (GDP) per capita today. This relationship holds true, after controlling for many

2 The data and programs used to conduct these analyses are available at: http://link.springer.com/article/10.1007/s10887-

016-9130-y.

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Volume I. A global view

102

features of the areas and peoples colonised by the Europeans, and for which European

country colonised the area. Our results also paint a positive picture of the development

impact of minority colonial European settlements, about which the previous literature

was ambiguous. We also show that the relationship between economic development

today and the proportion of Europeans during colonisation weakens markedly when

controlling for either current educational attainment or government quality. This

finding is consistent with the view that human capital and political institutions are

intermediating mechanisms through which European settlement shaped current

economic development.

Figure 1. Distribution of colonial European settlement and median current income

Afghanistan Angola Bahrain

Bangladesh Benin

Bhutan Burkina Faso

Burundi Cambodia Cameroon

Chad C Afr Rep

China Comoros

Cote d'Ivoire Eq Guinea

Eritrea Ethiopia

Ghana Gambia, The

Guinea Guinea-Bissau

Hong Kong India

Iran Indonesia

Iraq Japan Jordan Kenya

Korea, Rep. Kuwait

Lao PDR Lebanon Lesotho Liberia Libya

Macao, China Malaysia

Mali Mauritania Micronesia Mongolia

Nepal Niger

Nigeria Oman

Pakistan Papua N Guinea

Qatar Philippines

Rwanda Saudi Arabia Seychelles

Sierra Leone Singapore Sri Lanka

Sudan Syria

Tanzania

Togo Thailand

Tonga Turkey Uganda

UAE Uzbekistan

Vietnam Yemen

Botswana Cape Verde

Egypt Fiji

Gabon Madagascar

Malawi Mozambique

Senegal Sao Tome and P

Swaziland

Chile Guatemala

Haiti Nicaragua

Peru Suriname Zambia

Zimbabwe

Bolivia

Guyana El Salvador

Mexico Honduras

Morocco

Belize Brazil

Trinidad and Tobago

Colombia Djibouti Ecuador

Paraguay Tunisia

Venezuela

Algeria Grenada Jamaica

South Africa Mauritius St. Vincent and the G Namibia

Argentina Antigua and Barbuda

Australia Barbados Canada

Costa Rica Dominica

Dom Republic New Zealand

Panama

St. Lucia St. Kitts and Nevis

69

12

8 7 8 5

2

13

United States 7 7.

5 8

8. 5

9 9.

5 10

0 10

20 30

40 50

60 70

M ed

ia n

C ur

re nt

In co

m e

(in lo

gs )

N um

be r

of c

ou nt

rie s

[0, 0.005) [0.125, 1]

Number of countries Median Income (right axis)

[0.005, 0.025) [0.025, 0.045) [0.045, 0.065) [0.065, 0.085) [0.085, 0.105) [0.105, 0.125)

European Share at Colonisation and Median Current Income

Note: This figure shows the number of countries classified in groups according to their European shares at colonisation (left axis). The median current income (in logs) for each group is also reported (right axis).

Second, we find that the European share of the population during colonisation is

more strongly associated with economic development today than the percentage of

the population today that is of European descent. This finding is consistent with the

view that Europeans brought growth-promoting characteristics – such as institutions,

human capital, technology, connections with international markets, and cultural norms

– that had enduring effects on economic development. This result de-emphasises the

The European origins of economic development

William Easterly and Ross Levine

103

importance of Europeans, per se, and instead emphasises the impact of what Europeans

brought to economies during the colonial period.

To clarify our contribution, it is crucial to emphasise what we do not do. We do not assess

the welfare implications of European colonisation. Europeans often cruelly oppressed,

enslaved, murdered, and even committed genocide against, indigenous populations, as

well as enslaving captives brought from Africa (see Acemoglu and Robinson 2012,

for compelling examples). Thus, GDP per capita today does not measure the welfare

effects of European colonisation; it only provides a measure of economic activity today,

within a particular geographical area. Although there is no question about European

oppression and cruelty during colonisation, there are questions about the net effect

of European colonisation on economic development today. We have confirmed the

strong association between colonial European settlement and comparative economic

development. Indeed, we calculate that 40% of all development that has happened

outside Europe is associated with this colonial European settlement. Our findings are a

suggestive confirmation of the deep historical roots of today’s development outcomes,

as well as the importance of the dissemination of institutions, human capital, and

technology across borders.

References

Acemoglu, D., S. Johnson and J. Robinson (2001), “The Colonial Origins of

Comparative Development: An Empirical Investigation”, American Economic Review,

91 (5): 1369-1401.

Acemoglu, D., S. Johnson and J. Robinson (2002), “Reversal of Fortune: Geography

and Institutions in the Making of the Modern World Income Distribution”, Quarterly

Journal of Economics 117(4): 1231-1294.

Acemoglu, D. and J. Robinson (2012), Why Nations Fail: The Origins of Power,

Prosperity, and Poverty, Crown Publishers: New York.

Chanda, A, C. J Cook and L Putterman (2014), “Persistence of Fortune: Accounting for

Population Movements, There Was No Post-Columbian Reversal”, American Economic

Journal: Macroeconomics, 6(3): 1-28.

The long economic and political shadow of history -

Volume I. A global view

104

Comin, D., W. Easterly, and E. Gong (2010), “Was the Wealth of Nations Determined in

1000 B.C.?”, American Economic Journal: Macroeconomics, 2(3): 65–97.

Engerman, S. and K. Sokoloff (1997), “Factor Endowments, Institutions, and Differential

Paths of Growth among New World Economies: A View from Economic Historians of

the United States”, in How Latin America Fell Behind, Haber (ed), Stanford: Stanford

University Press: 260–304

Glaeser, E., R. La Porta, F. Lopez-de-Silanes and A. Shleifer (2004), “Do Institutions

Cause Growth?”, Journal of Economic Growth, 9(3): 271-303.

North D. (1990), Institutions, Institutional Change, and Economic Performance, UK:

Cambridge University Press.

Putterman, L. and D. Weil (2010), “Post-1500 Population Flows and the Long Run

Determinants of Economic Growth and Inequality”, Quarterly Journal of Economics,

125(4): 1627-1682

Spolaore, E. and R. Wacziarg (2009), “The Diffusion of Development”, Quarterly

Journal of Economics, 124 (2): 469-529.

The European origins of economic development

William Easterly and Ross Levine

105

About the authors

William Easterly is Professor of Economics at New York University, joint with Africa

House, and Co-Director of NYU›s Development Research Institute. He has been Co-

Editor of the Journal of Development Economics, Associate Editor of the Quarterly

Journal of Economics, American Economic Journal: Macroeconomics, the Journal

of Comparative Economics and the Journal of Economic Growth. Foreign Policy

magazine named him one of the world’s Top 100 Public Intellectuals in 2008 and

2009. Thomson Reuters listed him as one of Highly Cited Researchers of 2014. He is a

Research Associate of NBER, and senior fellow at BREAD.

He received his BA from Bowling Green State University and his PhD in Economics at

MIT, after which he worked for 16 years as a Research Economist at the World Bank.

The author of many scholarly journal articles, he also authored the books The Tyranny

of Experts: Economists, Dictators, and the Forgotten Rights of the Poor (2014), The

White Man’s Burden: How the West’s Efforts to Aid the Rest Have Done So Much Ill

and So Little Good (Penguin, 2006), and The Elusive Quest for Growth: Economists›

Adventures and Misadventures in the Tropics (MIT, 2001).

Ross Levine is the Willis H. Booth Chair in Banking and Finance at the University of

California, Berkeley’s Haas School of Business. He is also a Senior Fellow at the Milken

Institute, Research Associate at the National Bureau of Economic Research, a member

of both the Council on Foreign Relations and the Advisory Scientific Committee of the

European Systemic Risk Board, an Associate Editor for both the Journal of Financial

Intermediation and the Journal of Economic Growth, and a frequent consultant at the

International Monetary Fund and the World Bank.

Ross Levine received his doctorate from UCLA and worked at the Board of Governors

of the Federal Reserve System and the World Bank. He then taught at the University of

Virginia, the University of Minnesota, and Brown University. His research focuses on

the linkages between financial regulations, the operation of financial systems, and the

functioning of the economy.

107

10 On the long-run effects of colonial legacies. Evidence from small islands

James Feyrer and Bruce Sacerdote Dartmouth College; Dartmouth College and NBER

The legacy of colonial history is readily apparent in language, culture, and modern

military and trade alliances. This has led many economists to look at the relationship

between colonialism and modern institutions and economic outcomes. In other chapters

of this volume, La Porta et al. look at the impact of colonial legal systems; Acemoglu

and Robinson examine the impact of the form of colonisation (extractive versus heavy

settlement by Europeans); Michalopoulos and Papaioannou examine the mixed legacy

of colonial history and tribal affiliation; and Iyer examines the impact of variations in

direct colonial rule in India.

As always in the cross-country growth literature, it is difficult to establish causality.

Most colonisation was not a random event. Countries established colonies in order to

take advantage of natural resources or because the land was favourable for agriculture.

These advantages may play a direct role in modern outcomes. In Feyrer and Sacerdote

(2009) we examine the role that colonial history plays in explaining income per capita

differences between countries. We take a novel approach, by confining our analysis to

a newly assembled data set on islands. Reading historical accounts from the Age of

Discovery, it is apparent that there is a strong random component to the discovery and

The long economic and political shadow of history -

Volume I. A global view

108

colonisation of islands. Many islands in the pacific were unknown to Europeans until

the late 1700s. It was not until the voyages of Cook (1768-1779) that a complete and

accurate map of the world was available. Some colonies were founded almost entirely

by chance – to take one example, the infamous case of the Mutiny on the Bounty led

to the discovery and colonisation of Rarotonga, Kadavu, Pitcairn, and Norfolk islands.

Discoveries during the colonisation era were made by sailing ships, which had a limited

ability to sail into the wind. This adds a distinctly non-random element to the process of

discovery. Islands that were located in corridors with strong east-west prevailing winds

were more likely to be found, revisited, and colonised, than islands that were harder

to reach due to prevailing wind patterns. The majority of the east-to-west colonial-

Spanish ship traffic in the Pacific followed very closely the route initiated by Magellan,

because his voyage was largely dictated by the patterns of the trade winds. Islands

along this route tended to be colonised earlier – since their wind patterns do not have a

direct impact on income today, we can use this variation as an instrument to predict the

intensity of colonial activity for an island.

Figure1. GDP per capita versus years of colonialism

Antig

Puerto Rico oacaruC erianoBAndros, North

badosAnguillaSt MartiMonBa

Bermuda

Cuba ola DOMSt VincentHispani

East Falkland d CaymanTortolaGran

adaMauritiusGren

Hispaniola HTI

Jamaica

uaGrande Terre errat

SabaSint MaartinMartiniqueSt Eustatius

St Kittsts rn

St Helena

St Lucia

Trinidad T

Dominica tte ahnuC ad natsirT noisnecsA

St John

LifouSt CroixNew Caledonia St Thomas

Tutuila

R

Ma Atiu

Penrhyn

Man Mau AitutNauMitiaPalm

ongaRakahanga

Raroton

ti ne loT tapuFefanfuMo

rukero akiihiki earsoK paYerstonPohnpei

Futuna

Tarawa

atauit

ngaiaKadavuMajuro

Niue

Guam

Saipan

gaOreor

Ne Luzon

ihaT haT averagnaM uturu

w BritainPukapukaMalaita

T Funa Efate

Hawaii

Grande Comore

Huvadu Mayo

TOReunion

North Caicos Mahe

6 Lo

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ap ita

7 8

9 10

11

0 1 2 4 5 63 Number of Centuries Colony

Blue Circles == Atlantic Ocean, Red triangles == Pacific Ocean, Green squares == Indian Ocean.

On the long-run effects of colonial legacies. evidence from small islands

James Feyrer and Bruce Sacerdote

109

The use of islands also allows us to expand the sample that is traditionally used in

studying colonial outcomes. There are many islands with varied histories and so we

have more experiments with which to work. Using a variety of historical sources, we

assembled a data set, detailing the years that each island was a colony and the identity

of the coloniser. Our outcome measures are output per capita and infant mortality in

2000. Individual islands in a group are included if the islands have a distinct colonial

history or distinct modern outcomes, compared to their island group. For example, Yap

and Pohnpei, in the Federated States of Micronesia, have different colonial histories

and different modern outcomes.

Figure 2. Years of colonialism versus easterly vector of wind

0 1

2 3

4 5

N um

be r

of C

en tu

rie s

C ol

on y

-7 -6 -5 -4 -3 2 3 4 5-2 -1 0 1 east-west vector of wind

Blue Circles == Atlantic Ocean, Red triangles == Pacific Ocean, Green squares == Indian Ocean.

Figure 1 shows our basic result. Islands that were colonised for longer periods of time

have higher GDP per capita. Figure 2 shows the relationship between wind speed (our

instrument) and colonial tenure. The east-west vector of wind strongly predicts the

length of colonial rule. Table 1 shows these results more formally and includes both

OLS and IV results. In all regressions we control for latitude and island area. We also

include dummies for whether the island is in the Pacific or the Atlantic (the Indian

The long economic and political shadow of history -

Volume I. A global view

110

Ocean is the excluded group). The latitude and area controls are significant in all

our specifications but do not have any impact on the main variable of interest, which

is the number of centuries as a colony. The ocean dummies are, at most, marginally

significant.

We find that longer colonial rule is associated with higher GDP per capita. 1 Each

additional century as a colony results in a per capita GDP increase of almost 50%

(Column 1). The IV results suggest an even larger effect, with each 100 years resulting

in a 70 percent increase in per capita GDP. We see similar results for infant mortality.

While much of the identification is being driven by the Pacific Ocean, point estimates

with an Atlantic sample are not significantly different than the full sample.

The number of years as a colony is a function of two dates. First, when did an island

initially become a colony? And second, when did the island become independent? Our

IV strategy will be capable of identifying random variation in the first date, but will

not be informative about the second. In columns (3) and (4) we break our ‘centuries

a colony’ variable into start and end dates. We also include a dummy variable for

whether the island remained a colony in 2000, the year for which we measure GDP per

capita. We find that the start date of colonial rule is driving much of our result. Earlier

colonisation dates predict higher output. A later final year as a colony is also associated

with higher income, though this is not statistically significant. Finally, islands that still

had a colonial relationship in 2000 have significantly higher GDP per capita in 2000.

This set of countries includes islands, such as Guam, Puerto Rico, and Bermuda, that

have received significant transfers from their colonial rulers in the modern period.

The similarity of the OLS and IV results is consistent with our initial conjecture of the

random nature of colonisation. If we can assume that island colonisation (in contrast

to continental colonisation) was not significantly driven by island characteristics, we

can explore several hypotheses in OLS, where we cannot pursue an IV strategy. For

example, we are interested in whether the timing of colonisation matters.

1 As we emphasise in our original paper, we are only measuring impacts on GDP for current inhabitants and are in no way

attempting to balance or justify these impacts against the devastation or extinction of the island’s original inhabitants.

On the long-run effects of colonial legacies. evidence from small islands

James Feyrer and Bruce Sacerdote

111

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The long economic and political shadow of history -

Volume I. A global view

112

Table 2, column (1) shows the results where we separately include years as a colony

before 1700, years between 1700 and 1900, and years after 1900. We don’t have

enough instruments to separately identify these different periods, so we will rely on

OLS. We find that the years between 1700 and 1900 are doing most of the work in

our main result. Once we control for the later years, being a colony before 1700 is

no longer associated with higher GDP per capita. We suspect that this is due to the

changing nature of colonialism and of European institutions, both before and after the

Enlightenment.

Table 2. The effect of colonialism by colonising countries

(1) (2) Log GDP per

Capita Log GDP per

Capita Centuries a Colony before 1700 -0.097

(0.221) Centuries a Colony 1700-1900 0.875

(0.233)** Centuries a Colony after 1900 -0.354

(0.975) Remained a Colony in 2000 1.070

(0.346)** Centuries US 2.145

(0.394)** Centuries Dutch 0.660

(0.117)** Centuries British 0.512

(0.155)** Centuries French 0.586

(0.144)** Centuries Spanish 0.204

(0.089)* Centuries Portuguese -0.813

(0.169)** Centuries German 1.332

(1.199) Centuries Japanese -1.170

(0.781)

Constant 6.218 5.849 (0.759)** (0.636)**

Observations 81 81 R-squared 0.693 0.645

Regressions include controls for absolute value of latitude, land area, and dummies for island being located in Pacific or Atlantic Ocean. Robust standard errors are in parentheses. Standard errors are clustered at the island group level.

* significant at 5%; ** significant at 1%

On the long-run effects of colonial legacies. evidence from small islands

James Feyrer and Bruce Sacerdote

113

The very earliest colonies were motivated by commerce and religion. The 1494

Treaty of Tordesillas split the globe at 46° W longitude, into Spanish and Portuguese

spheres. Portugal controlled to the east of this line (from Africa to Indonesia) and Spain

controlled to the west (the New World and the Pacific). The main goal of Magellan’s

expedition was to find a Spanish route to the Spice Islands, sailing west from Europe.

The secondary goal of the expedition was to convert the natives to Christianity.

These early colonies had few qualms about enslaving the native peoples and forcibly

converting them to Christianity.

Later voyages, like those headed by James Cook, were very much post-enlightenment

affairs. Cook brought scientists and artists along to study and catalogue all that they

found. In stark contrast to Magellan, Cook was concerned about the potential for

harm to native peoples, as they came in contact with Europeans. Many later European

colonies did not enslave the natives and in some cases representative local governments

were established.

A second reason to suspect that post-enlightenment colonisation was different is that

most of the institutions that we associate with successful modern economies simply did

not exist during the earlier period. Democracy, the rule of law, protection of property

rights and other features of modern economies advanced significantly between the

Age of Magellan and the Age of Cook. Our results are consistent with the idea that

being a European colony between 1700 and 1900 allowed for the transmission of those

institutions that appear to be beneficial to modern incomes.

In addition to the timing of colonial rule we might also be interested in whether

different colonisers had different impacts. Table 2, column (2) shows the results where

we separate years as a colony by the identity of the coloniser. Putting the colonisers

in rough order, the figure for years as a colony of the US or Germany has the largest

positive effect, most likely because these countries were much later colonisers. The

positive impact of being a US colony also reflects the relatively high income levels

of the remaining colonies like Guam, American Samoa, and Puerto Rico. Years as a

colony of the Dutch, the British and the French are similar to our main results. Years

as a Spanish colony are still positive, but less so than our main results. Years as a

Portuguese colony have a negative association with modern GDP per capita.

The long economic and political shadow of history -

Volume I. A global view

114

Finally, we can check if our results are suggestive about colonisation in general, by

extending our results to a non-island sample. We start with the set of countries examined

by Acemoglu et al. (discussed in another chapter in this volume) and repeat our island

exercise. Regressing GDP per capita against centuries as a colony we find a significant

and positive relationship with a magnitude of about half of our main results. The

positive relationship is maintained even after controlling for the AJR settler mortality

measure.

In summary, we argue that individual islands provide useful evidence on the causal

effects of institutions on income. In particular, the history of islands suggests that there

is a large random component in both the timing of colonisation and the identity of the

coloniser. The most striking feature of our data set (and the one which we emphasise

here) is that islands with a longer colonial history have a significantly higher modern-

day income. The relationship between colonisation and income is driven mostly by

post-enlightenment colonial activity in the 1700-1900 period. US, Dutch and British

rule are more positively associated with income than Spanish or Portuguese rule. Not

surprisingly, islands that are still held as colonial possessions or overseas territories (e.g.

Bermuda and Puerto Rico) have a higher measured income than politically independent

islands. Overall the islands data set provides a nice opportunity to examine the effects

of political and social history and long standing institutions on current economic

outcomes.

References

Acemoglu, Daron, Simon Johnson, and James A. Robinson (2001), “The Colonial

Origins of Comparative Development: An Empirical Investigation”, American

Economic Review 91(5): 1369-401.

Acemoglu, Daron, Simon Johnson, and James A. Robinson (2002), “Reversal of

Fortune: Geography and Development in the Making of the Modern World Income

Distribution”, Quarterly Journal of Economics 117(4), 1231-1294.

Banerjee, Abhijit, and Lakshmi Iyer (2005), “History Institutions and Economic

Performance: The Legacy of Colonial Land Tenure Systems in India”, American

Economic Review 95(4), 1190-1213.

On the long-run effects of colonial legacies. evidence from small islands

James Feyrer and Bruce Sacerdote

115

Feyrer, James and Bruce Sacerdote (2009), “Colonialism and Modern Income: Islands

as Natural Experiments”, The Review of Economics and Statistics, MIT Press, vol.

91(2), pages 245-262, November 2009.

Hough, Richard (1994), Captain James Cook, W.W. Norton & Company, Inc., New

York

Iyer, Lakshmi (1992), “Direct versus Indirect Colonial Rule in India: Long-term

Consequences”, Review of Economics and Statistics 92 (4), 693-713, 2010.

La Porta, Rafael, Florencio Lopez-de-Silanes, Andrei Shleifer, and Robert Vishny (1997),

“Legal Determinants of External Finance”, Journal of Finance 52(3), 1131-1150.

La Porta, Rafael, Florencio Lopez-de-Silanes, Andrei Shleifer, and Robert Vishny

(1998), “Law and Finance”, Journal of Political Economy 106(6), 1113-1155.

Michalopoulos, S. and Papaioannou, E. (2013), “Pre-Colonial Ethnic Institutions and

Contemporary African Development”, Econometrica.

About the authors

Bruce Sacerdote is Richard S. Braddock 1963 Professor in Economics; Chair of

Economics Department at Dartmouth College. He is a Research Associate at the National

Bureau of Ecoconomic Research and has published work on peer group formation,

colonialism and the slave trade, as well as the impact of education on income, health,

and well-being; the effect of relocation after Hurricane Katrina on students’ educational

outcomes; why there are fertility differences across developed countries; the incentives

for criminal activity; and the life chances of adopted children living in different family

environments. Bruce received a Ph.D. in Economics from Harvard University in 1997.

James Feyrer is an Associate Professor of Economics at Dartmouth College. His

research interests include economic growth, geography, and demographics. Recent

work focuses on using the interaction between changes in technology and geography

to explore economic shocks in trade and resource extraction. He received a B.S. from

Stanford University and an M.A. and Ph.D. from Brown University.

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11 Maritime technology, trade, and economic development. evidence from the first era of trade globalisation

Luigi Pascali Pompeu Fabra University, CAGE and CEPR

Question

The use of the term globalisation has become commonplace in recent years.

However, this surge in interconnection that we observe in the world today is not a

new phenomenon. Between 1820 and 1913, the world experienced an unprecedented

increase in world trade, with a marked acceleration that began in 1870. Increased

global GDP or population cannot simply explain this trade boom. In fact, between 1870

and 1913, the world export-to-GDP ratio increased from 5% to 9%, while per-capita

volumes more than tripled.

What caused this first era of trade globalisation? How did this tremendous increase in

trade affect economic development? Can the first era of trade globalisation explain the

Great Divergence, the process by which the Western countries emerged from the 19th

century as the most powerful and wealthy in the entire world?

Natural experiment

In a recent paper (Pascali, forthcoming), I use a natural experiment of history to answer

these questions and exploit a quasi-random variation in trade costs during the second

half of the 19th century, which was generated through the adoption of the steamship

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by the international shipping industry. Before the steamship, sea routes were shaped by

winds. Feyrer and Sacerdote (2009) show that wind speed and direction were important

factors in the pattern of island colonisation in the Pacific and in the Atlantic Ocean. Trade

routes also used to depend on wind patterns. As an example, consider Figure 1, which

illustrates a series of journeys made by British sailing ships in the 19th century, between

England, Cape of Good Hope and Java, and Figure 2, which depicts the prevailing

sea-surface winds in the world. Winds tend to follow a clockwise pattern in the North

Atlantic; consequently, sailing ships would sail westward from Western Europe, after

traveling south to 30°N latitude and reaching the ‘trade winds’, thus arriving in the

Caribbean, rather than traveling straight to North America. The result is that trade

systems historically tended to follow a triangular pattern between Europe, Africa, the

West Indies and the United States. Furthermore, because in the South Atlantic winds

tend to blow counterclockwise, sailing ships would not sail directly southward to the

Cape of Good Hope; rather, they would first sail southwest towards Brazil and then

move east to the Cape of Good Hope at 30°S latitude.

Figure 1. 15 journeys made by British ships between 1800 and 1860

Note: These journeys were randomly selected from the CLIWOC dataset among all voyages between England and Java comprised in the dataset.

Maritime technology, trade, and economic development. Evidence from the first era of trade globalisation

Luigi Pascali

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The invention and subsequent development of the steamship represents a watershed

event in maritime transport. For the first time, vessels were not at the mercy of the

winds, and trade routes became independent of wind patterns. The steam engine greatly

reduced shipping times, but did so in a disproportionate manner across countries and

trade routes.

These asymmetric changes in shipping times (and related trade costs) across countries

are used, as a natural experiment, to identify the effect of the adoption of the steamship

on trade patterns and volumes and to explore the effect of international trade on

economic development.

Figure 2. Prevailing winds in May (between 2000 and 2002)

Note: direction of wind defined by the direction of the arrow and speed by the length of the arrow.

Findings

Four key findings emerge from the econometric analysis.

First, regressions of bilateral trade on shipping times by both sail and steam vessels,

between 1850 and 1900, reveal that trade patterns were shaped by shipping times under

sail until 1860, by a weighted average of shipping times under sail and steam between

1860 and 1875, and by shipping times under steam thereafter. This result points toward

a very fast adoption and diffusion of the steam technology in the international shipping

industry.

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Second, I provide a rough estimate of the impact of the steamship on world trade

volumes. Figure 3 depicts the negative relationship between the change in the isolation

of the country (measured as the average shipping time from this country to the remainder

of the world) induced by the steamship and the change in trade volumes between 1850

and 1905. The estimated elasticity is surprising large: it implies that the reduction in

shipping times induced by the steam engine is likely to be the main determinant of the

first wave of trade globalisation.

Figure 3. Relation between the log-change in average shipping time from a country

to the remainder of the world (caused by the adoption of the steam engine)

and the log-change in the export-to-GDP ratio between 1850 and 1905.

Third, exploiting quasi-random variation in trade costs, generated by the transition from

sail to steam, I document that the consequences of this trade expansion on development

were not necessarily positive. On a sample of 36 countries, the average impact, in the

short run, of the first wave of trade globalisation was a reduction in per-capita GDP,

population density and urbanisation rates. To illustrate this point, Figure 4 reports the

negative relationship between the change in trade volumes, induced by adoption of the

Maritime technology, trade, and economic development. Evidence from the first era of trade globalisation

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steamship, and the change in per-capita GDP between 1850 and 1905. The finding that

the effect of the first wave of globalisation could be negative on average is surprising.

In a previous study, Williamson (2011) documents a negative correlation between

growth in terms of trade (generated by increased trade) and per-capita GDP growth in

a large set of developing countries between 1870 and 1939. However, to the best of my

knowledge, the current study is the first to document a negative causal effect. Notice,

however, that this average negative impact of trade on income masks large differences

across groups of countries. In particular, an exogenous increase in international trade

produced different effects, depending on the initial levels of economic development:

it was detrimental in countries characterised by a per-capita GDP below the top 33rd

percentile in 1860, while it did not impact the economic performance of the richest

countries. These estimates and a simple back-of-the-envelope calculation imply that the

greater part of the economic divergence observed between the richest countries and the

rest of the world, in the second-half of the nineteenth century, can be attributed to the

first wave of trade globalisation.

Figure 4. Relation between the log-change in trade, caused by the adoption of the

steamship and the long change in per-capita GDP between 1850 and 1905.

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Finally, I find that the effect of trade on economic development is beneficial for

countries that are characterised by strong constraints on executive power, which is a

distinct feature of the institutional environment that has been demonstrated to favour

private investment (see Acemoglu et al. 2001, and Acemoglu and Johnson 2005). More

specifically, I find that an exogenous doubling in the export-to-GDP ratio reduced

per-capita GDP growth rates by more than one-third in countries characterised by an

executive power with unlimited authority, while it increased per-capita GDP growth

rates by almost one-fifth in countries where the executive power was obliged to respond

to several accountability groups. Why should we expect institutions to be crucial to

benefitting from trade? A common argument is that a country with ‘good’ institutions

will suffer less from the hold-up under-investment problem in those industries that

intensively rely on relationship-specific assets (for a complete review, see Nunn and

Trefler 2014). In this sense, good institutions are a crucial source of comparative

advantage in non-agricultural sectors, in which the hold-up problem is more binding.

My results confirm this theoretical prediction: an exogenous increase in the exposure to

international trade increased the share of exports in non-agricultural products, and the

share of the population living in large cities, only in those countries characterised by

stronger constraints on the executive power. This result is relevant to the large stream

of literature that has argued that institutions are crucial to obtaining benefits from

international trade. The closest article in this sense is Acemoglu et al. (2005), which

shows that the rise of Atlantic trade between the 16th and 19th centuries only produced

a large positive impact on per-capita GDP and urbanisation in those European countries

characterised by political institutions that placed significant checks on monarchy.

Conclusions

What factors drove globalisation in the late 19th century? How did the rise in

international trade affect economic development? Pascali (forthcoming) addressed

these two questions using new data and a novel identification strategy. I found that

1) the adoption of the steamship had a major impact on patterns of international trade

worldwide, 2) only a small number of countries, characterised by more inclusive

institutions, benefited from trade integration, and 3) globalisation was the major driver

of the Great Divergence.

Maritime technology, trade, and economic development. Evidence from the first era of trade globalisation

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Policymakers who are willing to learn from history are advised to consider that a

reduction in trade barriers across countries does not automatically produce large

positive effects on economic development (at least, not in the short-run) and can

increase inequality across nations.

References:

Acemoglu, D. and S. Johnson (2005), “Unbundling institutions”, Journal of Political

Economy 113(5), 949-995.

Acemoglu, D., S. Johnson, and J. Robinson (2001) “The colonial origins of comparative

development: An empirical investigation”, American Economic Review 91(5), 1369-

1401.

Acemoglu, D., S. Johnson, and J. Robinson (2005), “The rise of Europe: Atlantic trade,

institutional change, and economic growth”, American Economic Review 95(3), 546-579.

https://www.aeaweb.org/articles?id=10.1257/0002828054201305

Feyrer, J. and B. Sacerdote (2009), “Colonialism and Modern Income: Islands as

Natural Experiments”, The Review of Economics and Statistics 91(2), 245-262.

Nunn, N. and D. Trefler (2014) “Domestic institutions as a source of comparative

advantage”, in G. Gopinath, E. Helpman, and K. Rogoff, Handbook of International

Economics, Volume 4, pp. 263-315. North Holland.

Pascali, L. (forthcoming), “The Wind of Change: Maritime Technology, Trade and

Economic Development”, American Economic Review.

Williamson, J. G. (2011), Trade and poverty: when the third world fell behind, The

MIT Press.

About the author

Luigi Pascali is an Associate Professor of Economics at Pompeu Fabra University. He

is also affiliated with the Barcelona Graduate School of Economics, CEPR and CAGE.

He holds a Ph.D. in Economics from Boston College. His research covers topics in

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growth and development, economic history and macroeconomics and has appeared

in international journals, including the American Economic Review and the Review of

Economics and Statistics.

The Long Economic and Political Shadow of History

Volume I. A Global View

Edited by Stelios Michalopoulos and Elias Papaioannou

Centre for Economic Policy Research

33 Great Sutton Street London EC1V 0DX Tel: +44 (0)20 7183 8801 Email: [email protected] www.cepr.org

Study the past if you would define the future, Confucius wisely argued. Do the roots of development go back to the pre-industrial times and the Neolithic Revolution? How do the legal systems, colonial institutions and practices transplanted by Europeans; the presence of colonisers themselves; and early colonial investments influence contemporary comparative development? What is the legacy of Africa’s slave trades and the artificial drawing of borders? What are the drivers of the divergent development paths of South and North America, states in India, and the North and South of Italy? How have the Enlightenment and the Protestant Reformation shaped European development? How deep is anti-Semitism in Europe? And what is the aftermath of the Holocaust in Russia? Do Nazi occupation and communism still matter? And how? Are there long-run consequences of environmental features and disasters?

Historians have long studied the origins and implications of important events; and sociologists, political scientists and anthropologists have debated fiercely the role of culture, genetics, and evolutionary features on long-run development. Over the past decades, it is economists, working on growth, who are ‘rediscovering’ the importance of history. A vibrant, far-reaching inter-disciplinary stream of work has emerged. Historical archives, anthropological, linguistic, and archaeological maps, genetic evidence, satellite images and geographic endowments, are blended with econometric techniques and theoretical models to tackle controversial issues. The findings of this ambitious research agenda are novel and fascinating. This e-book summarises some influential works from this new research agenda examining the shadow that history casts over various aspects of the economy and the polity. While there are many open issues and debates and although development is not deterministic, one message is clear: We are shaped by history (Martin Luther King Jr).

Th e Lo

n g Eco

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V o lu

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G lo

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CEPR Press CEPR Press

A VoxEU.org Book

January 2017

9 780995 470156

ISBN 978-0-9954701-5-6

  • Foreword
  • i Series Introduction: Historical legacies and contemporary development
    • Stelios Michalopoulos and Elias Papaioannou
  • 1 Introduction: A global view
    • Stelios Michalopoulos and Elias Papaioannou
  • 2 On the spatial distribution of development. The roles of nature and history
    • Vernon Henderson, Tim Squires, Adam Storeygard, and David Weil
  • 3 Deep roots of comparative development
    • Quamrul H. Ashraf and Oded Galor
  • 4 Barriers to the spread of prosperity
    • Enrico Spolaore and Romain Wacziarg
  • 5 Environmental economic history
    • James Fenske and Namrata Kala
  • 6 The persistence of technological creativity and the Great Enrichment: Reflections on the “Rise of Europe.”
    • Joel Mokyr
  • 7 The economic impact of colonialism
    • Daron Acemoglu and James A. Robinson
  • 8 Legal origins
    • Rafael La Porta, Florencio Lopez-de-Silanes, Andrei Shleifer,and Robert Vishny
  • 9 The European origins of economic development
    • William Easterly and Ross Levine
  • 10 On the long-run effects of colonial legacies. Evidence from small islands
    • James Feyrer and Bruce Sacerdote
  • 11 Maritime technology, trade, and economic development. evidence from the first era of trade globalisation
    • Luigi Pascali
  • _GoBack
  • _GoBack
  • _GoBack