SUMMARIZE OF 3 ARTICLES

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The (Paper)Work of Medicine: Understanding International Medical Costs

David M. Cutler [Otto Eckstein Professor of Applied Economics] and Dan P. Ly [graduate student] Kennedy School of Government, both at Harvard University, Cambridge, Massachusetts

David M. Cutler: [email protected]; Dan P. Ly: [email protected]

Abstract

Americans like to believe that their healthcare system is the best in the world, but the information

they receive about the healthcare systems of other countries is limited. This is unfortunate because

experiences abroad—both good and bad—can provide important lessons for the United States.

Other high-income countries are notable in their lower levels and less-rapid growth rates of

medical spending, as shown in Figure 1. In 1960, U.S. spending on acute medical care as a

share of GDP—hospitals, physicians, and pharmaceuticals, but not long-term care—was

only 10 percent above that of other high-income countries. By 1980, the gap had doubled to

21 percent. The gap has since more than doubled again. By 2007, U.S. spending on acute

medical care was 25 percent higher than the next-highest country (Switzerland) and 55

percent above the average of other high-income countries.1 When coupled with the well-

known finding that life expectancy and quality of life are relatively similar across high-

income countries, the enormously higher healthcare spending in the United States raises the

possibility of substantial waste.

Data from within the United States also suggest that a considerable share of U.S. healthcare

spending is not purchasing much or any additional health. For example, Fisher, Wennberg,

Stukel, Gottlieb, Lucas, and Pinder (2003a, b) show that Medicare spending varies greatly

across regions of the country, but this extra spending has no association with better health

outcomes. Estimates of excessive spending based on this geographic variation range from 20

percent (Skinner, Fisher, and Wennberg, 2005) to 30 percent or more (Fisher et al., 2003a,b;

McKinsey Global Institute, 2008). Since even these lower-spending areas in the United

States may spend more than is necessary to care for people, the savings from a better-

functioning medical system could be even larger.

This paper draws on international evidence on medical spending to examine what the United

States can learn about making its healthcare system more efficient. To start, we should

consider whether we are primarily interested in the level of spending or in its growth rate.

Over the long term, the growth rate of medical costs is driven predominantly by changes in

1To examine spending as a share of GDP is to implicitly assume an income elasticity of 1. Macro income elasticities are generally a bit above 1, but the true income elasticity is difficult to determine (Getzen, 2000). Figure 1 is not adjusted for demographics, but these change only slowly—and European countries are aging more rapidly than the United States.

HHS Public Access Author manuscript J Econ Perspect. Author manuscript; available in PMC 2015 July 23.

Published in final edited form as: J Econ Perspect. 2011 ; 25(2): 3–25.

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the technological capacity of medicine (Newhouse, 1992; Cutler and McClellan, 2001). At a

point in time, however, other factors vary more—including price and administrative cost

differences. We focus primarily on understanding contemporaneous differences in the level

of spending, generally from the 2000s, for two reasons: First, the level of spending is so

different—more than $3,000 per person annually—that understanding why the level is so

different is important in itself. Second, the savings from bringing the level of spending down

would be enormous. If 30 percent of medical spending is not necessary, then the potential

waste is more than $700 billion annually.

Medical spending differs across countries either because the price of services differs (for

example, a coronary bypass surgery operation may cost more in the United States than in

other countries) or because people receive more services in some countries than in others

(for example, more bypass surgery operations). Within the price category, there are two

further issues: whether factors earn different returns across countries and whether more

clinical or administrative personnel are required to deliver the same care in different

countries.

We first present the results of a decomposition of healthcare spending along these lines in

the United States and in Canada. We then delve into each component in more detail—

administrative costs, factor prices, and the provision of care received—bringing in a broader

range of international evidence when possible. Finally, we touch upon the organization of

primary and chronic disease care and discuss possible gains in that area.

Healthcare Spending Differences between the United States and Canada

A number of authors have examined medical spending differences across countries.

Anderson and colleagues (2003) noted that Americans received no more physician visits or

hospital days than people in other countries and concluded that “It’s the Prices, Stupid.”

However, physicians’ visits and hospital days do not pick up the intensity of interactions

with the medical system. In addition, the price per visit may reflect administrative

inefficiencies as much as differential factor incomes. Thus, a more-detailed comparison of

international spending differences is useful.

Pozen and Cutler (2010) conducted an analysis decomposing the factors leading to

differential spending between Canada and the United States. Canada has a single-payer

system, while the United States has a mixture of public and private insurance. Because these

forms of insurance are so different, they looked only at provider costs for hospital and

physician care (setting aside, for example, insurer overhead and long-term care). For these

provider costs, spending was $1,589 per capita higher—that is, 120 percent higher—in the

United States than in Canada in 2002. Table 1 summarizes hospital and physician spending

differences between the United States and Canada.

The largest quantitative difference in healthcare spending between the United States and

Canada is in administrative costs. Adjusting for population size, there are 44 percent more

administrative staff in the U.S. healthcare system than in the Canadian system. In addition,

physicians devote more of their time to administration in the United States than in Canada

(13 percent versus 8 percent, respectively) (Remler, Gray, and Newhouse, 2000; CMA,

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2003). Finally, the level of nonstaff spending—malpractice insurance, office space, and

utilities—is higher in the United States. All told, differences in administrative expenses

compose 39 percent of the total spending difference. This figure probably underestimates the

extent of administrative costs, because a substantial share of nursing time is also spent on

administrative tasks. For example, typical hospital-based nurses spend one–third of their day

on documentation (Hendrich, Chow, Skierczynski, and Lu, 2008). This documentation,

however, is counted as clinical care, not administration.

Another part of the spending difference between the United States and Canada is the higher

salaries for healthcare providers in the United States. Generalist physicians earn one–third

more in the United States than in Canada, and specialists earn 50 percent more. Nursing and

other staff salaries are higher as well. Taken together, the difference in worker earnings

translates into 31 percent of the total spending difference.

Lastly, Americans also receive more-intensive care than do Canadians. While the

population-adjusted hospital admission rates are about the same in the two countries,

additional procedures are provided to those with the same diagnosis in the United States. For

example, people with a heart attack in the United States are twice as likely to receive bypass

surgery or angioplasty than are similar people in Canada (Ko et al., 2007). At the inpatient

level, these differences amount to about 14 percent of total spending. There are likely

differences in outpatient care as well, like greater imaging and more frequent specialist

consultations in the United States, but these are harder to capture.

As shown in the last row of Table 1, administrative expenses, prices, and intensity together

add up to 84 percent of the total spending difference between the United States and Canada.

The residual likely reflects some undercounting of additional technology provided in non-

inpatient settings and possibly mismeasurement of factor returns.

Greater need for administrative personnel is a form of productive inefficiency. In a standard

production possibility framework, a country with higher administrative needs would be

inside the production possibility frontier. Figure 2 shows this as the difference between the

actual U.S. levels of inputs and outputs and the ideal U.S. levels. Higher factor returns may

reflect productive inefficiency as well if the excess payment is a pure rent and if there is a

social cost to making the transfer (for example, if distortionary taxes need to be raised to

finance the additional transfers). Greater care received may be allocatively efficient or

inefficient, depending on whether the additional care provided in the United States is valued

highly. In Figure 2, the key issue is the dollar value of the health improvement that

accompanies the additional care.

Garber and Skinner (2008) present a diagram similar to Figure 2 and argue that the United

States is on a production possibility frontier that is interior to that of other countries. In

essence, the United States may simply be unable to produce the same health outcomes per

dollar input as other countries. They suggest that allocatively, the United States is efficiently

using extra resources in some cases and inefficiently using them in others; the average

product of such a system is considerably less than an integrated system with the same

overall costs. Our results argue more strongly that both productive and allocative efficiency

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in the United States could be improved were the health system to change in the appropriate

way.

In the remaining sections of the paper, we explore administrative costs, factor returns, and

differences in the provision of care across countries, and we consider what these differences

imply for U.S. healthcare policy.

Healthcare Administrative Expenses

Perhaps the most troubling difference between the U.S. and Canadian healthcare systems is

the differential amount spent on administration (see also Woolhandler, Campbell, and

Himmelstein, 2003). For every office-based physician in the United States, there are 2.2

administrative workers. That exceeds the number of nurses, clinical assistants, and technical

staff put together. One large physician group in the United States estimates that it spends 12

percent of revenue collected just collecting revenue (Blanchfield, Heffernan, Osgood,

Sheehan, and Meyer, 2010). Canada, by contrast, has only half as many administrative

workers per office-based physician.

The situation is no better in hospitals. In the United States, there are 1.5 administrative

personnel per hospital bed, compared to 1.1 in Canada. Duke University Hospital, for

example, has 900 hospital beds and 1,300 billing clerks. On top of this are the administrative

workers in health insurance. Health insurance administration is 12 percent of premiums in

the United States and less than half that in Canada (Davis, Schoen, Guterman, Shih,

Schoenbaum, and Weinbaum, 2007).

International comparisons of medical care occupations are difficult, but they suggest that the

United States has more administrative personnel than other countries do. Data from the

Luxembourg Income Study indicate that the United States has 25 percent more healthcare

administrators than the United Kingdom, 165 percent more than the Netherlands, and 215

percent more than Germany. The number of clerks of all forms (including data entry clerks)

is much higher in the United States as well.

To put the number of administrative staff in perspective, the number of clinical staff is

roughly the same in the United States as elsewhere. The United States has 10 percent more

physicians per capita than Canada, but 25 percent fewer physicians than the typical high-

income country. Similarly, the United States has 17 percent more nurses per capita than

Canada and 8 percent more nurses per capita than the typical rich country.

What are all these administrative personnel doing? There are several functions of the

administrative staff (Medical Group Management Association, 2005). One part is

credentialing—receiving permission to practice medicine in a particular hospital or for a

particular health plan. The average physician submits 18 credentialing applications annually

—each insurer, hospital, ambulatory surgery facility, and the like, requires a different one—

consuming 70 minutes of staff time and 11 minutes of physician time per application.

Verifying eligibility for services is also costly. Insurance information must be verified for 20

to 30 patients daily, including three or four patients for whom verification must be sought

orally. Because people change insurance plans frequently and the cost-sharing they are

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charged varies with plan and with past utilization (for example, how much of the deductible

have they spent?), the determination of what to charge a patient is especially difficult.

Because of lags in claim reporting, providers often have to collect additional money from

patients well after care has been delivered.

Finally, significant time is spent on billing and payment collection (LeCuyer and Singhal,

2007). On average, about three claims are denied per physician per week and need to be

rebilled. Often, claims are denied because additional documentation is required, which often

cannot be supplied electronically due to outdated computer systems, or because coverage

status is uncertain. Three-quarters of denied bills are ultimately paid, but the administrative

cost of securing the payment is very high. Provider groups in the United States employ 770

full-time equivalent workers per $1 billion collected, compared to an average in other U.S.

industries of about 100. By all indications, the administrative burden is rising over time as

insurance policies have become more complex, while the technology of administration has

not kept pace.

The administrative burden differs by payer. Medicare imposes very low administrative

burdens; there is no utilization review or pre-authorization requirement for Medicare-

covered services. Billing is also straightforward. In exchange, however, the fees Medicare

pays are lower than private fees. Private insurers impose higher administrative costs, but

also pay more generously.

The persistence of high administrative expenses in health care requires some explanation; in

many industries, administrative costs have declined substantially over time. Broadly

speaking, there are two explanations for the failure of the healthcare industry to simplify

administrative costs. First, from a public good perspective, insurers have little incentive to

coordinate their credentialing and billing requirements because the costs of imposing

different rules are spread across insurers as a whole, not partitioned to any single insurer.

This type of coordination failure is not limited to health care. Agreeing on technology

standards in many industries has been difficult.

Coordination failures of this type have several possible solutions. Government can mandate

a solution, as it sometimes does for technology standards. Or one participating organization

may be large enough to impose standardization on the industry, as Wal-Mart has essentially

done in retail trade (Johnson, 2006). The equivalent to Wal-Mart in health care is the federal

government. Government spending is nearly half of medical spending in the United States

and is an even larger part of acute care. The federal government has mandated some

common forms and basic processes, such as electronic prescribing capability, but its

involvement has been limited. Finally, private actors can come together to agree on

standards. This approach is common in many high-tech industries, where standards

organizations ensure comparability of different platforms (for example, the Institute of

Electrical and Electronics Engineers). Such organizations do exist in health care, but they

have not been enormously successful to date.

A second potential reason for the persistence of high administrative costs in health care is

that complexity might be valuable to insurance payers if it lowers what they ultimately pay

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for health care. For example, denying claims saves an insurance company money if a service

is never reimbursed or if the present value of payments for services that are eventually

reimbursed is reduced. Delay may also discourage physicians from providing some services

entirely. Moreover, higher administrative costs may be necessary to prevent fraud, which

may be more prevalent in a fee-for-service reimbursement system without overall

constraints (as in the case of Medicare). The theory of social insurance justifies imposing at

least some hassles to screen out less-valuable from more-valuable care (Nichols and

Zeckhauser, 1982); physicians may be willing to pay the administrative costs of care for

services that are really worth it to their patients. The question is whether there are better

ways to enforce these limits. It would be valuable to compare the equilibrium with overall

supply limits, as in Canada, to the equilibrium where screening is used to limit service

provision.

The literature in the United States provides little guidance on whether the public good model

or the complexity model is a more accurate description of the U.S. experience with

persistently high administrative expenses in health care. Nor does international experience

provide much guidance. Countries with a single payer have lower insurer administrative

costs than countries with multiple payers (Davis, Schoen, Guterman, Shih, Schoenbaum, and

Weingaum, 2007). However, even countries with private insurers have very strict regulation

of insurance policies and of the operation of insurers themselves. These rules generally

prohibit having many different policies and access rules.

Because the federal government is involved in so much of health care, it would be natural

for the federal government to take the lead in addressing administrative issues. For example,

the government could require physicians’ offices, hospitals, and insurers that participate in

Medicare, Medicaid, or the soon-to-be-created insurance exchanges to use common

credentialing forms, to expand the range of electronic interchange they accept, and to

standardize billing, enrollment, and renewal information. There is precedent for the U.S.

government in taking the lead on health information technology issues. Responding to slow

diffusion of electronic medical record systems, the American Recovery and Reinvestment

Act of 2009 allocated $30 billion to support investment in electronic medical records. To

ensure that the new systems benefited patients, the Department of Health and Human

Services was charged with developing guidelines for receiving federal support. The

department has done this, and functional electronic medical records are likely to become far

more widespread.

The recent health reform legislation partially addressed the issue of administrative

simplification. Section 1104 of the Patient Protection and Affordable Care Act (a.k.a. “the

health reform legislation”) signed by President Obama in March 2010 requires the adoption

of common operating rules for eligibility verification and claims status checks, and it

mandates electronic flow of information and money. This requirement will address some of

the administrative bottlenecks, but not all. For example, approval procedures are likely to

continue to be quite variable, and issues such as credentialing and preauthorization will still

require personal interaction. In either the public good model or the complexity model, the

government will need to do more. Again, the solution is for the government to lay out a set

of milestones and a path for meeting them, as it has sought to do with electronic medical

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records. Additional money can be provided up front, or providers and insurers could be

penalized for not meeting the goals. With the greater emphasis now being put on reducing

spending in health care, this type of action is likely more palatable than in the past.

Healthcare Factor Prices

Physicians in the United States are among the best paid in the world (Bodenheimer, 2005).

The average U.S. specialist physician earns $230,000 annually—78 percent above the

average in other countries, as shown in Table 2. Primary care physicians earn less (they earn

$161,000 on average), but the same percentage more than their peers in other countries.2 A

spending differential remains true relative to average incomes in the economy. Specialist

U.S. physicians earn 5.8 times what the average worker does, compared to the non-U.S.

average of 4.3 times. The ratio of primary care physician earnings to per capita GDP is

higher in the United States as well. If we reduced all physician incomes in the United States

to match the international ratio of physicians’ incomes to per capita GDP, U.S. healthcare

spending would be lower by roughly 2 percent.

However, these seemingly high salaries for U.S. physicians appear less high in the context

of the broader income distribution. To illustrate this point, we combine data on physician

earnings from the OECD (2010) with data on high-income earners from Alvaredo, Atkinson,

Piketty, and Saez (2011; see also Atkinson and Piketty 2007). For a number of countries,

Alvaredo, Atkinson, Piketty, and Saez estimate the share of total income accruing to people

at various points in the income distribution, including between the 95th and 99th percentile.

We use these data, along with total income in the country and the number of tax filing units,

to estimate the average income of tax filing units between the 95th and 99th percentile, which

we define as “high income.” The ratio of physician earnings to the incomes of other high

earners is a rough measure of the relative returns to becoming a doctor.3

Table 2 shows the resulting calculation for countries for which we have both income data

and physician earnings data. Outside of the United States, the average specialist earns 45

percent more than the income of the average high-income family. Relative to this, specialist

U.S. physicians earn only 37 percent more. For generalists, the United States is virtually

identical to other countries; as shown in Table 2, general practice physicians in the United

States and those in other high-income countries both earn about 90 percent of what high-

income families earn in their respective countries.

In addition, U.S. physicians generally have more medical school debt than physicians in

other countries. Medical school education is generally privately financed in the United

States but publicly financed elsewhere. While the overall debt of U.S. physicians is not large

relative to their income, the debt must be paid back at a relatively young age and thus may

2The definition of primary care and specialty is subject to some uncertainty. The OECD counts the following as specialty care: medical specialists; surgical specialists; pediatricians; psychiatrists; obstetricians/gynecologists; and other nongeneralists. The inclusion of pediatrics as a specialty lowers specialist income in the United States. 3The calculation is rough for several reasons. Most importantly, the physician earnings are for an individual, while the income data are for a tax filing unit, typically a family. Still, if these differences are common across countries, we can still examine the relative returns to being a physician in the United States.

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be particularly salient for the decisions young adults make about going to medical school

and choice of specialty.

Currently, the United States imports a significant share of its physicians. Almost one-quarter

of U.S. physicians were trained abroad (Simoens and Hurst, 2004). The leading supplier is

India, though a significant number are U.S. residents who go abroad for training. The

shortfall of U.S. doctors seems to be driven not by a lack of supply but by a lack of medical

school openings (AAMC, 2010a). The United States annually has 2.3 applicants per medical

school slot, and these applicants are generally of very high quality. At least 20 percent of

applicants to medical school who do not get in have MCAT (Medical College Admission

Test) scores above the mean of admitted students (AAMC, 2010b). Evidence suggests that

U.S. physicians trained abroad have comparable outcomes to those trained in the United

States, although the outcomes are better for non-U.S. citizen (upon entering medical school)

physicians trained abroad than for U.S. citizen physicians trained abroad (Norcini, Boulet,

Dauphinee, Opalek, Krantz, and Anderson, 2010).

The one major country that appears to be paying its physicians too little is the United

Kingdom. As Table 2 shows, the relative earnings of U.K. specialist physicians are below

those of most other countries.4 The effects are apparent in several ways. First, many doctors

trained in the United Kingdom move to work in other countries. Four percent of Canadian

doctors and 9 percent of Australian doctors were trained in the United Kingdom (Mullan,

2005). In addition, the United Kingdom imports a substantial number of doctors trained

elsewhere. Twenty-eight percent of British physicians were trained outside the United

Kingdom, with India being the single largest provider.5 In recent years, salaries for British

physicians have increased by over a quarter in a bid to strengthen the health system (Day,

2007).

Nurses are also paid more in the United States than in other countries, but the picture is

again similar; the higher salary reflects the greater opportunity cost of being a nurse in the

United States rather than reflecting pure rents. The average U.S. nurse earns 70 percent more

than nurses in other countries. Compared to per capita GDP, however, the difference is only

10 percent, and it would be smaller still comparing nurses to other workers in the upper half

of the income distribution (Congressional Research Service, 2007).

Pharmaceutical prices are a price category that has received considerable attention. Branded

drugs sell for much higher prices in the United States than in most other countries (Japan

being the primary exception), though generic drugs are cheaper in the United States. The

discount off U.S. prices in other countries for branded medications is 25 to 40 percent

(Danzon and Furukawa, 2003). The proximate reason for this discount is that other countries

are monopsony purchasers, and because pharmaceutical prices are well above marginal cost,

4Interestingly, primary care physicians in the U.K. earn more than their specialist colleagues, likely due to greater political influence. 5In addition to its effect on British medicine, the international migration of physicians has a large effect on global resource availability. All told, 11 percent of doctors trained in the Indian subcontinent practiced outside that area, as did 14 percent of doctors trained in sub-Saharan Africa (with the United States and the United Kingdom being the largest employer in each case). Outside of the five English-speaking countries—Australia, Canada, New Zealand, the United Kingdom, and the United States—the only countries with any significant international medical graduates are Norway and Switzerland, which each employ a moderate share of German- trained physicians.

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other countries can obtain a significant discount off U.S. list prices. However, because

pharmaceuticals are only about 10 percent of U.S. healthcare spending, the overall amount

that could be saved by moving to U.S. government monopsony purchasing of drugs is

relatively small—perhaps 20 to 30 percent of pharmaceutical spending, or 2 to 3 percent of

total medical costs.

These cost savings also would have to be weighed against the possibility of reduced

incentives for investment and innovation in the pharmaceutical industry. The dollar amount

of excess pharmaceutical payments in the United States is approximately the total amount of

pharmaceutical company research and development (R&D). Furthermore, pharmaceutical

company profits are correlated with R&D, even when both are detrended (Scherer, 2001).

Thus, the long-term effects of price reductions on R&D spending might be large. However,

excess payments are also approximately equal to sales and marketing expenses. In a system

with better incentives for physicians to prescribe the right drugs and for patients to take

them, such advertising might be needed less frequently. In any case, the potential cost

savings for the United States from constraining overall factor prices seem relatively small.

The Provision of Medical Services

On some measures of healthcare service utilization, the United States is average or below

average compared to other countries. As noted, Americans receive fewer physician visits

and have fewer days of hospital care than people in other countries (Anderson, Reinhardt,

Hussey, and Petrosyan, 2003). However, the intensity of care at the physician’s office or at

the hospital is much greater in the United States than in other countries (OECD, 2003).

By almost every metric, the U.S. medical sector is one of the most technologically intensive

in the world. The United States has the third-highest number of CT scanners per capita

(behind Japan and Australia), the second-highest number of MRI scanners per capita (behind

Japan), and the second-highest number of PET scanners (behind Japan). The United States is

also the second-highest in stent insertions per capita (behind Germany) and the third-highest

in bypass surgery per capita (behind Belgium and Germany) (OECD, 2010).

Supply Side

Understanding why the United States practices medicine so intensively is not difficult; it is a

direct function of the supply side of the market. Most countries, unlike the United States,

ration technological availability by dictating a certain level of technology (for example, a

certain number of open heart surgery facilities) across a region.6 The difference between the

United States and Canada is again informative: the province of Ontario has 11 open-heart

surgery facilities (Cardiac Care Network of Ontario, 2010), while the state of Pennsylvania,

with roughly the same population as Ontario, has more than five times the number of heart

surgery facilities (Medicare, 2011). California is three times larger in population but has 10

times the number of heart surgery facilities. Given this difference in the number of facilities,

6Some U.S. states regulate acquisition of expensive technologies through Certificate of Need regulation, but this is not frequent and generally not very stringent (Sloan, 1988).

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it is simply impossible for physicians in Ontario to perform as many open heart surgery

operations as those in Pennsylvania or California.

Some of this lower capacity shows up as waiting lists. Canadians wait longer for some

services than Americans do, especially for seeing a specialist or getting an elective surgery

(Davis, Schoen, Schoenbaum, Doty, Holmgren, Kriss, and Shea, 2007). Waiting lists are

particularly common in countries where technology constraints are tighter. The queue in the

United Kingdom used to be quite large, while it was smaller in continental European

countries that spent more.

Reimbursement policy affecting healthcare technology complements the lack of direct

controls in explaining the intensity of U.S. medical care. Traditional U.S. medical care

payment has been on a piece-rate basis, termed “fee-for-service.” In the Medicare program,

physicians are paid for each service they provide. The exact amount is determined by an

administratively set fee schedule, but price remains above marginal cost. Prior to the early

1980s, hospitals were paid on a piece-rate basis as well. In 1983, hospital reimbursement

under Medicare moved to a partial bundle payment system, in which hospitals are paid a

single amount per admission, depending on the diagnosis of the patient (sicker patients are

reimbursed more) and whether the patient received an operation. The latter adjustment is

particularly important (McClellan, 1997), because paying more when operations occur

allows hospitals to continue making a profit as the intensity of care rises.

Provided that price is above marginal cost, fee-for-service reimbursement encourages

overprovision of care at the margin. A good deal of medical care is provided in discretionary

situations: Is a scan really needed or not? Is a stent really necessary to prop open an artery,

or will the patient improve with diet, exercise, and medications? Fee-for-service payment is

more likely to lead to additional care in these discretionary situations.

The alternative to fee-for-service payment is to bundle services into broader pricing units

and to pay one price for the bundle as a whole. Where a physician in a fee-for-service

payment system will be paid for each patient visit, office test, and any other service

provided, the same physician in a bundled payment system might receive one payment for

the treatment of a condition as a whole—for example, a fixed amount to manage the hip

fracture of a patient. At the extreme, physicians could be paid a single amount for all the

care needed by the patient in a year. The latter is termed a “capitated” payment, or a “global

budget” for hospitals. Capitated payments are closely related to salary reimbursement,

though in the former, physician income can fall when more services are used, while salary

earnings are independent of service utilization.

The U.S. experience illustrates the potential effects of changing payment incentives. When

the Medicare system transformed hospital payments from piece-rate pricing to bundled

payments on an admission basis in the early 1980s, additional days of care and additional

inpatient tests went from well-reimbursed to not being reimbursed at all. Within three years,

the number of inpatient days for Medicare recipients fell by one-quarter, as shown in Figure

3. Similarly, when managed care provided incentives to use less care, fewer or less-intensive

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services were provided in areas with high managed care penetration compared to low-

penetration areas in the early 1990s (Baker, 1999).

Many other countries use more of a bundled payment system than does the United States

(Cutler, 2002; OECD, 2003). In France (in the public sector), Italy, Sweden, and the United

Kingdom, physicians are paid on a salary or capitated basis. Hospitals receive a global

budget in Canada, Denmark, Sweden, and the United Kingdom. When countries do have

fee-for-service payment, they often do so in the context of an overall technology limit (as in

Canada). Other than the United States, the only high-income country with significant piece-

rate pricing and few barriers to acquiring technology is Japan. Indeed, the Japanese

government sets prices very low for basic office visits, but allows higher mark-ups on

imaging and pharmaceuticals. Hence, it is not surprising that the Japanese healthcare system

leads the world in imaging (as noted above) and has high medication usage as well.

The major question about supply-side changes is not whether changes in care provision are

possible, but whether they are desirable. When patients receive less-intensive care, do their

health outcomes suffer? If so, is the reduction in health outcomes worth the cost savings?

Several studies have considered these questions, with mixed results. In many healthcare

settings, marginal services appear to have very low health value. For example, several

studies have looked at the health effect of the move by Medicare to a more-bundled payment

for hospital stays. The general conclusion is that the shift was accomplished without

significant adverse effects for Medicare beneficiaries (Rogers, Draper, Kahn, Keeler,

Rubenstein, Kosecoff, and Brook, 1990; Cutler, 1995). The evidence on the effect of the

spread of managed care similarly suggests no changes in outcomes (Glied, 2000).

International evidence is more mixed. On one side, the greater use of intensive therapies

after a heart attack in the United States compared to Canada is not associated with improved

mortality, though morbidity is more difficult to determine (Ko et al., 2007). Similarly, a

recent study concluded that there was no systematic difference in outcomes in favor of the

United States over Canada; if anything, Canadians had better outcomes in most

circumstances (Guyatt et al., 2007).

In other settings, however, the differences in health outcomes resulting from differences in

treatment intensity may be important. The United States is more aggressive in screening for

and treating cancer than are other countries. Mammography rates in Europe are 40 to 80

percent below those in the United States, and rates of screening for colon cancer are 50 to 65

percent lower (Howard, Richardson, and Thorpe, 2009). The difference in screening is

especially large among older patients. Treatment with expensive chemotherapy agents is

also higher in the United States. This is particularly true for the newest therapies, which can

be extremely expensive and are not approved for use in all countries. Consistent with these

differences, cancer mortality has declined more rapidly in the United States than in other

countries (Preston and Ho, 2009). Compared to 15 other high-income countries, the United

States went from a higher rate of prostate cancer death in the early 1990s to 20 percent lower

mortality in 2003. Over the same time period, mortality from breast cancer fell by 13 percent

more in the United States than in other rich countries.

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Significant technology regulation seems unlikely in the United States, but payment reform is

definitely possible. Indeed, one of the major goals of the Affordable Care Act is to

encourage a transition from the existing fee-for-service payment system to a more-bundled

payment structure, ideally beginning with Medicare and then spreading to the private sector

(Cutler, 2010). For example, the law requires Medicare to bundle post-acute care services

into acute care payments for a number of conditions and creates an Accountable Care

Organization program for provider groups that wish to share in the profits from increased

delivery efficiency. It also establishes a Center for Medicare and Medicaid Innovation that

will experiment with new payment models and expand successes throughout the Medicare

program. Finally, it creates an Independent Payment Advisory Board to recommend

structural changes to the Medicare program.

Private insurers are not directly included in these efforts, although they have a history of

following Medicare reimbursement policy. The intention is for Medicare changes to lead a

transformation of the payment system that will encompass private payers as well. Following

the effects of these policy changes on the U.S. healthcare system should be a research

priority.

Demand Side

This supply-side emphasis is in contrast to a long tradition among health economists of

focusing on the demand side of the market. Differences in demand do not appear to drive

much of the international variation in use of medical services. While the U.S. population is

sicker than the Canadian population in some ways (for example, obesity rates are higher in

the United States), the difference in care provision seems to occur even conditional on health

status. For example, the greater use of intensive medical therapy after a heart attack is true

even controlling for the characteristics of the heart attack patient (Ko et al., 2007). Similarly,

people in the United States use mental health services more than people in Canada, but the

additional use is entirely accounted for by the population with less-severe illness (Kessler,

Frank, Edlund, Katz, Lin, and Leaf, 1997). People with severe needs are treated similarly in

the two countries. Nor are out-of-pocket prices lower in the United States; out-of-pocket

payments in the United States are actually higher than in most countries.

However, it is also the case that changes in the cost-sharing facing consumers affect the care

they demand. The Rand Health Insurance Experiment and a variety of studies since then

make clear that medical spending is responsive to the out-of-pocket price (Newhouse et al.,

1993). This pattern holds particularly true in settings where supply is not constrained, so that

the demand side of the market is the chief limitation on what is done. Thus, many argue for

cost-sharing changes to complement changes in reimbursement policy.

As with changes in provider payment policy, the issue with cost-sharing is whether the right

services are reduced when cost-sharing is increased. For example, raising copayments for

branded prescription drugs induces more people to take generic drugs. But it also leads

people to stop taking medications entirely, even when less-expensive generics are available

(Huskamp, Deverka, Epstein, Epstein, McGuigan, and Frank, 2003). Generalizing from this

experience, higher across-the-board cost-sharing will almost certainly have drawbacks as

well as benefits.

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Even more-targeted cost-sharing is likely to be far more valuable. For example, insurers

might increase cost-sharing for those services that are wasteful and can be avoided, such as

nonemergency visits to emergency departments, admission to high-cost hospitals where

lower-cost hospitals offer the same services, and discretionary imaging procedures. Such

cost-sharing is often termed “value-based insurance design” (Pauly and Blavin, 2008). The

2010 Affordable Care Act has some allowance for value-based insurance, but it does not

push this change for the Medicare population. Private insurers, in contrast, have been more

active in this area. Because insurers can adjust policies readily, movement to value-based

copayment might occur relatively rapidly in the private market.

Malpractice and Defensive Medicine

Many lay observers attribute the overprovision of healthcare to the medical liability system.

The concern is that doctors afraid of being sued will practice defensive medicine—ordering

additional tests or procedures to avoid being sued. However, the evidence is not particularly

favorable to the view of excessive spending due to defensive medicine. Mello, Chandra,

Gawande, and Studdert (2010) estimate the costs of this defensive medicine at $46 billion,

and the costs of the malpractice system as a whole (including attorneys’ fees and patient

compensation) at $56 billion, or 2.4 percent of total healthcare spending. Even significant

malpractice reform would not reduce medical spending by a large amount.

Summary

Overall, the international and U.S. experience shows that significant cost savings are

possible from changing the way providers are reimbursed and the way cost-sharing is

structured. The major issue in both strategies is whether we are able to identify effective

care from ineffective care. Doing so would allow us to target care received such that we

reward the former and discourage the latter.

The Organization of Care

Most of the literature on international medical care utilization has focused on the number or

frequency of specific services, such as whether people are more likely to receive surgery for

a particular condition in the United States or in another country. This focus, though, misses

an essential element of medical systems: the extent to which they are organized around

providing appropriate care.

Consider a person with diabetes. Diabetic patients should monitor their blood sugar

regularly, keep their cholesterol levels low, and get regular screenings for blindness, kidney

disease, and lower extremity complications. The necessary interaction with the medical

system is regular, but not continuous, and it includes a variety of providers.

Medical systems oriented around fee-for-service reimbursement are ill-equipped to care for

such patients. Physicians paid on a fee-for-service basis are happy to see patients in their

office (assuming price is above marginal cost) and to recommend needed therapies, but they

have no pecuniary incentive to make sure that follow-up referrals are actually scheduled

(they are not paid for outreach) nor that advice is acted upon (again, no reimbursement).

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Good chronic care management is very difficult to achieve in a medical care system based

on reimbursing only face-to-face interactions.

Figure 4 uses international evidence to show the implication of this mispricing on diabetes

care. In the United States, only 43 percent of diabetic patients report receiving recommended

screening at regular intervals. In France, Australia, Canada and Germany, the level of

screening is below the level of the United States. However two-thirds of diabetics in the

United Kingdom and nearly 60 percent of diabetics in the Netherlands report having

received all recommended screenings. Using an index that averages across standardized

rates of kidney failure, stroke, heart attacks and lower-extremity amputations in the diabetic

population, the Netherlands the United Kingdom rank first and third, respectively, for

outcomes for diabetics out of the eight countries for which we have data. The United States

ranks seventh.7

Several features of the British and Dutch healthcare systems likely contribute to their better

performance on these metrics. First, providers in these countries regularly use information

technology. Physicians cannot help patients manage their care if they do not know what care

their patients have and have not received. Eighty-nine percent of British physicians and 54

percent of Dutch physicians have extensive access to electronic medical records and

decision support systems. In contrast, only 26 percent of U.S. physicians have such access

(Schoen, Osborn, Doty, Squires, Peugh, and Applebaum, 2009). Indeed, well over half of

primary care physicians use sophisticated electronic medical record systems in Austria,

Italy, and New Zealand, in addition to England and the Netherlands.

Second, both the United Kingdom and the Netherlands have a team-based approach to care

provision. In the Netherlands, physicians have established after-hours cooperatives to

provide care on nights and weekends. The United Kingdom has national call centers for the

same purpose. Third, physicians are rewarded for care coordination in both countries.

Performance on various quality measures has been an important part of physician

compensation in the United Kingdom since the early 2000s, and the same is true—to a more

limited extent—in the Netherlands. Neither care coordination nor good outcomes are

rewarded in the fee-for-service U.S. healthcare system.

In addition, nurses are allowed to play a key role in organizing care in the United Kingdom

and the Netherlands. While neither the United Kingdom nor the Netherlands have more

nurses than the United States, both countries are notable for allowing nurses greater

autonomy in helping care for patients. For instance, teams of general practitioners and

nurses provide most of the primary care services in the United Kingdom. The United

Kingdom also employs specialist nurses called “community matrons” who act as mostly

autonomous case managers of patients with complex needs. The Netherlands also has

specialist nurses who take care of patients with specific chronic conditions like diabetes. In

fact, in one Dutch program, nurses take care of patients with unstable diabetes while general

7We drew data of the incidence of heart attacks, stroke, lower-extremity amputation, and end-stage renal disease in the diabetic population from the EUCID (European Core Indicators in Diabetes) and the United States (from the Centers for Disease Control and Prevention).

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practitioners are responsible for those with stable disease. Moreover, both countries have

nurse-led clinics (Nolte, Knai, and McKee, 2008).

The U.S. healthcare system has seen a push to expand the role of nurses, especially as the

number of medical students and residents entering primary care has declined. Several

institutions have had success in reconceptualizing the role of nurses. For example, when in

1996, Congress greatly increased the number of veterans eligible to receive services through

the Department of Veterans Affairs, more nurse practitioners were hired to meet this

demand, and they were conceived of as primary care providers. The results are illustrative:

process quality-of-care (receiving appropriate care) was found to be better for the VA

relative to Medicare fee-for-service, while spending growth has been much lower (Institute

of Medicine, 2011). The Geisinger Health System in Pennsylvania and Kaiser Pemanente

have also had success expanding the role of nurses. Geisinger employs nurses as

coordinators of care and was one of the first institutions to create care clinics staffed by

nurse practitioners, while nurses for Kaiser in San Diego have full authority over the

discharge process and nurses in Kaiser’s Riverside Medical Center, as part of healthcare

teams, take on the additional roles of healthcare coach and educator to improve the

management of chronic care (Institute of Medicine, 2011).

However, state regulations pose a significant barrier to expanding and re-conceiving the role

of nurses. In these regulations, spheres of practice authority are legislatively “carved out” of

the domain of medicine at the state level, such that scopes of practice for nurses are both

relatively circumscribed and vary widely across the country. Practice barriers include on-site

physician oversight requirements, chart review requirements, and maximum nurse/physician

ratios for physicians who collaborate with more than a single nurse. In addition, nurses are

often restricted from prescribing medications, admitting patients to hospitals, and ordering

and evaluating tests. Federal efforts may be needed to standardize and expand the role of

nurses (Institute of Medicine, 2011).

In part because of this greater flexibility of personnel, better management of care in other

countries may offset some of the downside of lower service provision, thus allowing

outcomes to be the same or superior at a lower overall spending level. Of course, there is no

reason that a country could not have extensive use of acute care along with well-managed

chronic care; that is, the United States could lead the world in health outcomes if it

succeeded in adding better care management to its greater use of treatments.

Conclusions

Our brief tour of international medical care highlights four primary directions for reform of

the U.S. healthcare system. First, the U.S. healthcare system is in great need of

administrative simplification. There are few other areas of the U.S. economy where waste is

so apparent and the possibility of savings is so tangible. Second, the U.S. healthcare system

needs information technology investments. It is virtually impossible to improve care without

knowing when it is appropriate, where it falls short, and what care each patient has already

received. Third, payment reform is essential to encourage providers to carefully consider

which care is of high and low value and to provide incentives for better chronic disease

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management. Finally, value-based cost-sharing is important to provide people with

incentives to use valuable care and discourage less-valuable care.

Together, these changes would almost certainly lower medical care costs, even as they

improve the quality of care that people receive. The effect of this change could be sizable.

Productivity growth in the United States has averaged 2.5 percent annually since the

mid-1990s. In medical care, over the same period, reported productivity growth is negative:

official data indicate that we are spending more to get less. While this finding is certainly

overstated (for reasons argued in Berndt, Cutler, Frank, Griliches, Newhouse, and Triplett,

2000), few argue that medical care is a high-productivity industry. If medical care could

achieve the productivity growth of even the average industry, the excess of private premium

growth over GDP growth would be cut in half. If the one-third or more of spending that is

wasteful could be eliminated more rapidly, we could see a sustained period of cost

reduction. This possibility makes economic research on creating value in health care all the

more important.

Acknowledgments

We are grateful to the National Institute on Aging for research support and to the editors, Amitabh Chandra, and Jon Skinner for helpful comments.

References

AAMC. U.S. Medical School Applicants and Students 1982–1983 to 2010–2011. 2010a at https:// www.aamc.org/data/facts/. Direct link: https://www.aamc.org/download/132334/data/table24- mcatgpagridall2007-09.pdf.pdf.

AAMC. MCAT and GPA Grid for Applicants and Acceptees for Applicants and Acceptees to U.S. Medical Schools, 2007–2009. 2010b Accessed at: http://www.aamc.org/data/facts/.

Alvaredo, Facundo; Atkinson, Tony; Piketty, Thomas; Saez, Emmanuel. Paris School of Economics; 2011. Top Income Database. http://g-mond.parisschoolofeconomics.eu/topincomes/.

Anderson, Gerald F.; Reinhardt, Uwe E.; Hussey, Peter S.; Petrosyan, Varduhi. It’s the Prices, Stupid: Why the United States is So Different from Other Countries. Health Affairs. 2003; 22(3):89–105. [PubMed: 12757275]

Atkinson, Anthony; Piketty, Thomas. Top Incomes over the Twentieth Century: A Contrast between European and English-Speaking Countries. Oxford: Oxford University Press; 2007.

Baker, Laurence. Association of Managed Care Market Share and Health Expenditures for Fee-for- Service Medicare Patients. JAMA. 1999; 281(5):432–437. [PubMed: 9952203]

Berndt, Ernst; Cutler, David; Frank, Richard G.; Griliches, Zvi; Newhouse, Joseph P.; Triplett, Jack E. Medical Care Prices and Output. In: Culyer, Anthony; Newhouse, Joseph, editors. Handbook of Health Economics, Volume IA. Elsevier; 2000. p. 119-180.

Blanchfield, Bonnie B.; Heffernan, James L.; Osgood, Bradford; Sheehan, Rosemary R.; Meyer, Gregg S. Savings Billions of Dollars—and Physicians’ Time—by Streamlining Billing Practices. Health Affairs. 2010; 29(6):1248–1254. [PubMed: 20430822]

Bodenheimer, Thomas. High and Rising Health Care Costs, Part 3. Annals of Internal Medicine. 2005; 142(12, part 1):996–1002. [PubMed: 15968014]

Canadian Medical Association (CMA). Physician Resource Questionnaire. 2003 Available at: http:// www.cmaj.ca/misc/prqindex.shtml.

Centers for Medicare and Medicaid Services. Medicare and Medicaid Statistical Supplement. Washington, DC: Government Printing Office; 2009.

Cardiac Care Network of Ontario. Annual Report, 2009/2010. Toronto: Cardiac Care Network; 2010.

Cutler and Ly Page 16

J Econ Perspect. Author manuscript; available in PMC 2015 July 23.

A u th

o r M

a n u scrip

t A

u th

o r M

a n u scrip

t A

u th

o r M

a n u scrip

t A

u th

o r M

a n u scrip

t

Cutler, David M. The Incidence of Adverse Medical Outcomes under Prospective Payment. Econometrica. 1995; 63(1):29–50.

Cutler, David M. Equality, Efficiency, and Market Fundamentals: The Dynamics of International Medical-Care Reform. Journal of Economic Literature. 2002; 40(3):881–906.

Cutler, David M. Your Money or Your Life. New York: Oxford University Press; 2004.

Cutler, David M. The Simple Economics of Health Reform. The Economists’ Voice. 2010

Cutler, David; McClellan, Mark. Is Technological Change in Medicine Worth It? Health Affairs. 2001; 20(5):11–29.

Danzon, Patricia M.; Furukawa, Michael E. Prices and Availability of Pharmaceuticals: Evidence from Nine Countries. Health Affairs. 2003 Oct 29. Web Exclusive, published ahead of print.

Davis, Karen; Schoen, Cathy; Guterman, Stuart; Shih, Tony; Schoenbaum, Stephen C.; Weinbaum, Ilana. Slowing the Growth of U.S. Health Care Expenditures: What Are the Options? The Commonwealth Fund. 2007

Davis, Karen; Schoen, Cathy; Schoenbaum, Stephen C.; Doty, Michelle M.; Holmgren, Alyssa L.; Kriss, Jennifer L.; Shea, Katherine K. Mirror, Mirror on the Wall: An International Update on the Comparative Performance of American Health Care. The Commonwealth Fund. 2007

Day, Michael. So How Much Do Doctors Really Earn? British Medical Journal. 2007; 334(7587):236– 237. [PubMed: 17272564]

Fisher, Elliott; Wennberg, David E.; Stukel, Thérèsa A.; Gottlieb, Daniel J.; Lucas, FL.; Pinder, Étoile L. The Implications of Regional Variations in Medicare Spending: Part 1: The Content, Quality, and Accessibility of Care. Annals of Internal Medicine. 2003a; 138(4):273–287. [PubMed: 12585825]

Fisher, Elliott; Wennberg, David E.; Stukel, Thérèsa A.; Gottlieb, Daniel J.; Lucas, FL.; Pinder, Étoile L. The Implications of Regional Variations in Medicare Spending. Part 2: Health Outcomes and Satisfaction with Care. Annals of Internal Medicine. 2003b; 138(4):288–298. [PubMed: 12585826]

Garber, Alan M.; Skinner, Jonathan. Is American Health Care Uniquely Inefficient? Journal of Economic Perspectives. 2008; 22(4):27–50. [PubMed: 19305645]

Getzen, Thomas E. Health Care is an Individual Necessity and a National Luxury Applying Multilevel Decision Models to the Analysis of Health Care Expenditures. Journal of Health Economics. 2000; 19(2):259–270. [PubMed: 10947579]

Glied, Sherry. Managed Care. In: Culyer, Anthony J.; Newhouse, Joseph P., editors. Handbook of Health Economics. Vol. Chap. 13. Amsterdam: North-Holland; 2000.

Guyatt, Gordon, et al. A Systematic Review of Studies Comparing Health Outcomes in Canada and the United States. Open Medicine. 2007; 1(1):27–36.

Hendrich, Ann; Chow, Marilyn P.; Skierczynski, Boguslaw A.; Lu, Zhenqiang. A 36-Hospital Time and Motion Study: How Do Medical-Surgical Nurses Spend Their Time? The Permanente Journal. 12(3):25–34. [PubMed: 21331207]

Howard, David H.; Richardson, Lisa C.; Thorpe, Kenneth E. Cancer Screening and Age in the United States and Europe. Health Affairs. 2009; 28(6):1838–1847. [PubMed: 19887425]

Huskamp, Haiden A.; Deverka, Patricia A.; Epstein, Arnold M.; Epstein, Robert S.; McGuigan, Kimberly A.; Frank, Richard G. The Effect of Incentive-Based Formularies on Prescription-Drug Utilization and Spending. New England Journal of Medicine. 2003 Dec 4.:2224–2232. [PubMed: 14657430]

Institute of Medicine. The Future of Nursing: Leading Change, Advancing Health. 2011 2011. Available at: http://www.iom.edu/Reports/2010/The-Future-of-Nursing-Leading-Change- Advancing-Health.aspx.

Johnson, Fraser P. Supply Chain Management at Wal-Mart. HBS #907D01 Boston, MA: Harvard Business School Publishing; 2006.

Kessler, Ronald C.; Frank, Richard G.; Edlund, Mark; Katz, Steven J.; Lin, Elizabeth; Leaf, Philip. Differences in the Use of Psychiatric Outpatient Services between the United States and Ontario. New England Journal of Medicine. 1997; 336(8):551–557. [PubMed: 9023093]

Cutler and Ly Page 17

J Econ Perspect. Author manuscript; available in PMC 2015 July 23.

A u th

o r M

a n u scrip

t A

u th

o r M

a n u scrip

t A

u th

o r M

a n u scrip

t A

u th

o r M

a n u scrip

t

Ko, Dennis T., et al. Regional Differences in Process of Care and Outcomes for Older Acute Myocardial Infarction Patients in the United States and Ontario, Canada. Circulation. 2007; 115(2):196–203. [PubMed: 17190861]

LeCuyer, Nick A.; Singhal, Shubham. Overhauling the US Health Care Payment System. McKinsey Quarterly. 2007 Jun.

Luxembourg Income Study (LIS) Database. 2011 Available at: http://www.lisproject.org/techdoc.htm.

McClellan, Mark. Hospital Reimbursement Incentives: An Empirical Analysis. Journal of Economics and Management Strategy. 1997; 6(1):91–128.

McKinsey Global Institute. Accounting for the Cost of US Health Care: A New Look at Why Americans Spend More. Washington, DC: McKinsey Global Institute; 2008.

Medical Group Management Association. Administrative Simplification for Medical Group Practices. MGMA Position Paper. 2005 Jun.

Medicare. Hospital Structural Measures—Cardiac Surgery Registry. 2011. Available at: http:// data.medicare.gov/dataset/Hospital-Structural-Measures-Cardiac-Surgery-Regis/easc-zwde.

Mello, Michelle M.; Chandra, Amitabh; Gawande, Atul A.; Studdert, David M. National Costs of the Medical Liability System. Health Affairs. 2010; 29(9):1–9.

Moore, James F. The Evolution of Wal-Mart: Savvy Expansion and Leadership. Harvard Business Review. 1993; 71(3):82–83.

Mullan, Fitzhugh. The Metrics of the Physician Brain Drain. New England Journal of Medicine. 2005; 353(17):1810–1818. [PubMed: 16251537]

Newhouse, Joseph P. Medical Care Costs: How Much Welfare Loss? Journal of Economic Perspectives. 1992; 6(3):13–29.

Newhouse, Joseph P. the Insurance Experiment Group. Free for All? Lessons from the Rand Health Insurance Experiment. Cambridge, MA: Harvard University Press; 1993.

Nichols, Albert L.; Zeckhauser, Richard J. Targeting Transfers through Restrictions on Recipients. American Economic Review. 1982; 72(2):372–377.

Nolte, Ellen; Knai, Cécile; McKee, Martin. Managing Chronic Conditions: Experience in Eight Countries. World Health Organization on behalf of the European Observatory on Health Systems and Policies; 2008.

Norcini, John J.; Boulet, John R.; Dauphinee, W. Dale; Opalek, Amy; Krantz, Ian D.; Anderson, Suzanne T. Evaluating the Quality of Care Provided by Graduates of International Medical Schools. Health Affairs. 2010; 29(8):1461–1468. [PubMed: 20679648]

OECD. A Disease-based Comparison of Health Systems: What is Best and at What Cost?. Paris: Organisation for Economic Co-operation and Development; 2003.

OECD. Organisation for Economic Co-operation and Development; 2010. OECD Health Data 2010: Statistics and Indicators. http://www.oecd.org/document/ 30/0,3746,en_2649_37407_12968734_1_1_1_37407,00.html.

Pauly, Mark V.; Blavin, Fredric E. Moral Hazard in Insurance, Value-based Cost Sharing, and the Benefits of Blissful Ignorance. Journal of Health Economics. 2008; 27(6):1407–1417. [PubMed: 18760850]

Pozen, Alexis; Cutler, David M. Medical Spending Differences in the United States and Canada: The Role of Prices, Procedures, and Administrative Expenses. Inquiry. 2010; 47(2):124–134. [PubMed: 20812461]

Preston, Samuel H.; Ho, Jessica Y. Low Life Expectancy in the United States: Is the Health Care System At Fault? NBER Working Paper 15213. 2009

Remler, Dahlia; Gray, Brad M.; Newhouse, Joseph P. Does Managed Care Mean More Hassle for Physicians? Inquiry. 2000; 37(3):304–316. [PubMed: 11111287]

Rogers, William H.; Draper, David; Kahn, Katherine L.; Keeler, Emmet B.; Rubenstein, Lisa V.; Kosecoff, Jacqueline; Brook, Robert H. Quality of Care before and after Implementation of the DRG-based Prospective Payment System. A Summary of Effects. JAMA. 1990; 264(15):1989– 1994. [PubMed: 2120478]

Scherer EM. The Link between Gross Profitability and Pharmaceutical R&D Spending. Health Affairs. 2001; 20(5):216–220. [PubMed: 11558706]

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Schoen, Cathy; Osborn, Robin; Doty, Michelle M.; Squires, David; Peugh, Jordon; Applebaum, Sandra. A Survey of Primary Care Physicians in Eleven Countries, 2009: Perspectives on Care, Costs, and Experiences. Health Affairs. 2009; 28(6):w1171–w1183. [PubMed: 19884491]

Schoen, Cathy; Osborn, Robin; How, Sabrina KH.; Doty, Michelle M.; Peugh, Jordon. In Chronic Condition: Experiences of Patients with Complex Health Care Needs, in Eight Countries, 2008. Health Affairs. 2009; 28(1):w1–w16. Web Exclusive. [PubMed: 19008253]

Simoens, Steven; Hurst, Jeremy. Toward High-Performing Health Systems. Vol. Chap. 4. Paris: Organisation for Economic Co-operation and Development; 2004. Matching Supply with Demand for the Services of Physicians and Nurses.

Skinner, Jonathan S.; Fisher, Elliott S.; Wennberg, John. The Efficiency of Medicare. In: Wise, David, editor. Analyses in the Economics of Aging. Chicago: University of Chicago Press and NBER; 2005. p. 129-157.

Sloan, Frank A. Containing Health Expenditures: Lessons Learned from Certificate-of-Need Programs. In: Sloan, Frank A.; Blumstein, James F.; Perrin, James M., editors. Cost, Quality, and Access in Health Care: New Roles for Health Planning in a Competitive Environment. San Francisco: Jossey-Bass Inc.; 1988. p. 44-70.

U.S. Congressional Research Service. U.S. Health Care Spending: Comparison with Other OECD Countries. 2007 Sep 17.

Woolhandler, Steffie; Campbell, Terry; Himmelstein, David U. Costs of Health Care Administration in the United States and Canada. New England Journal of Medicine. 2003; 349(8):768–775. [PubMed: 12930930]

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Figure 1. Acute Medical Spending as a Share of GDP, 1960–2007 Source: Data are from OECD (2010).

Note: “Other high-income countries” refers to the unweighted average of spending as a

share of GDP in 14 OECD countries: Australia, Austria, Canada, Finland, France, Germany,

Italy, Japan, the Netherlands, Norway, Spain, Sweden, Switzerland, and the United

Kingdom. Because of differences in the treatment of the residential component of long-term

care services, we present data for acute care services only—generally hospitals, physicians,

and prescription drugs. Some countries changed the methodology for estimating medical

spending in various years. These breaks in the data were adjusted for increasing or

decreasing spending in each year prior to the break, assuming that spending in the year of

the break grew by the average of the year before and the year after the break.

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Figure 2. Productive and Allocative Efficiency

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Figure 3. Inpatient Days for Aged Medicare Beneficiaries Source: Data are from Centers for Medicare and Medicaid Services (2009).

Note: The figure shows the number of inpatient days per 1,000 aged Medicare beneficiaries.

Data exclude enrollees in managed care plans.

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Figure 4. Share of Diabetics Receiving Recommended Care Source: Data are from Schoen, Osborn, How, Doty, and Peugh (2009).

Note: The figure shows the share of people with diabetes who had their HbA1c checked in

the past six months, had their feet examined for sores or irritations in the past year, had an

eye exam for diabetes in the past year, and had their cholesterol checked in the past year.

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Table 1

Summary of Hospital and Physician Spending Differences between the United States and Canada in 2002

Dollars per capita Percent of total difference

Total difference $1,589 —

Provider incomes $490 31%

Additional procedures for hospitalized patients $224 14%

Administration $616 39%

Total accounted for $1,330 84%

Source: Data are from Pozen and Cutler (2010).

Note: The data are for hospital and physician care only.

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Table 2

Comparison of Physician Earnings across Countries

Country

Specialists

General practitioners:

Ratio to high earners

Average earnings (1,000s)

Ratio of earnings to:

GDP per capita High earners

United States $230 5.8 1.37 0.92

Australia $173 5.3 2.54 0.98

Canada $161 5.0 2.11 1.41

France $131 4.4 1.47 0.92

Germany $155 5.4 1.45 1.06

Italy $84 3.0 1.31 —

Netherlands $286 8.7 2.56 1.06

New Zealand $87 3.5 1.47 0.86

Norway $79 1.9 0.78 0.68

Portugal $79 4.3 1.11 0.69

Sweden $71 2.3 0.98 0.86

Switzerland $130 3.7 0.87 0.77

United Kingdom $114 3.7 0.80 1.02

Non-U.S. average $129 4.3 1.45 0.94

Ratio: U.S./Non-U.S. average 1.78 1.35 0.94 0.98

Sources: Data on physician earnings are from the OECD (2010). Average incomes for high earners are based on data in Alvardo, Atkinson, Piketty, and Saez (2011).

Notes: Data on physician earnings are adjusted to 2004 as described in U.S. Congressional Research Service (2007). High earners are people in the

95th to 99th percentile of the earnings distribution. Primary care and specialist incomes are reported combined for Norway and Portugal. They are distributed to general practice and specialty based on the general practitioner-specialist differential in Sweden (for Norway) and the differential in France (for Portugal).

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