impact of emerging technologies to the luxury in relation to digital marketing

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etereport42018-2019.pdf

The impact of emerging technology within supply chains in

particular the retail industry

Name:

Student ID:

Course: Emerging Technologies for the Enterprise BIN3025-N-BF1-2018

Module leader: Glyn Davis

Tutor: Glyn Davis

Submission Date: 9th January 2019

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Contents

Chapter 1 Introduction ............................................................................................................... 2

Chapter 2 Overview of Traditional Supply Chain Methods ...................................................... 4

2.1 Introduction ...................................................................................................................... 4

2.2 Business Application - Barcodes...................................................................................... 5

2.3 Software examples ........................................................................................................... 6

EDI ..................................................................................................................................... 6

MRP Software .................................................................................................................... 7

2.4 Conclusion ........................................................................................................................ 8

Chapter 3 Explore the types of technologies used within supply chain .................................... 9

3.1 Introduction ...................................................................................................................... 9

3.2 Business applications ..................................................................................................... 10

Robots .............................................................................................................................. 10

3D Printing ....................................................................................................................... 11

3.3 Software example – ERP Systems ................................................................................. 13

3.4 Conclusion ...................................................................................................................... 16

Chapter 4 Critically review the impact of digital technologies on the retail industry supply

chain ......................................................................................................................................... 17

4.1 Introduction .................................................................................................................... 17

4.2 Business applications ..................................................................................................... 19

Robots .............................................................................................................................. 19

RFID ................................................................................................................................ 21

4.3 Software example – In House Software ......................................................................... 22

4.4 Conclusion ...................................................................................................................... 24

Chapter 5 Assess the potential impact of industry 4.0 on the retail industry Supply Chain .... 25

5.1 Introduction .................................................................................................................... 25

5.2 Business Application - Drone ........................................................................................ 27

5.3 Software example - Blockchain ..................................................................................... 29

5.4 Conclusion ...................................................................................................................... 32

Chapter 6 Conclusion ............................................................................................................... 33

References ................................................................................................................................ 35

Chapter 1 Introduction

Global e-commerce sales are expecting to reach $5trillion by 2021, a significant $2.2 trillion

increase from 2018 (Kapadia, 2018). Figure 1 identifies the move from ‘bricks and mortar’ to

‘clicks’ through the rise of emerging technology, increase in customer demand and

globalisation - forcing organisations to identify technological applications to compete in

today’s environment as an e-business. (Marinagi, Trivellas, and Sakas, 2014; Rajeev et al.,

2017; Thöni and Tjoa, 2017). E-business is an electronic platform that transforms and

supports the business processes and exchanges information digitally among stakeholders with

Amazon and E-bay as some of the largest e-businesses (Chaffey, 2014).

Figure 1: Strategic options for a company in relation to the importance of the internet as a

channel, Source: (Chaffey, 2015, p.220)

Customers increasing demand for low cost fast and flexible deliveries for customised

products indicates the need for an efficient supply chain (SC) for fulfilment (Agus and

Ahmad, 2017; Kaplan, 2017). Therefore, digital technology forming an e-SC is imperative

for success (Tipping and Kauschke, 2016). Theorist suggests that e-SC is the use of

technology to optimise the flow of material and information across the business operation

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from the supplier to the customer (Valverde and Saadé, 2015; Le Tan and Trang, 2017). The

American Production and Inventory Control Society (APICS) developed and conclude the SC

management (SCM) processes as the planning, sourcing, making, delivering and returning

(Rice, 2015).

Thus, organisations must understand how to exploit data analytics, new technology, platform

solutions and automation to succeed, as those that do not may risk becoming obsolescence

(Tipping and Kauschke, 2016). Tom Woodham, Digital SC leader quotes within PwC (2018)

“When it comes to winning and retaining today’s consumers, your supply chain is a powerful

competitive weapon”. Therefore, this report will discuss the impact of emerging technologies

on SC in an organisation’s perspective.

Research objectives:

1. Overview of traditional SC methods – It is vital to understand the fundamentals of SC

and SCM to grasp how SC methods and technologies have evolved from the 1st

industrial revolution.

2. Explore the types of technologies used within the SC – SC is the supporting backbone

for the front end of all organisations. With the increase in emerging technology,

organisations can benchmark various industry use of technology within the supply

chain to assess what technology is suitable to integrate into their organisation.

3. Critically review the impact of digital technologies on retail industry supply chain –

Due to the boom of e-commerce within the retail industry, it is critical for

organisations to implement the applicable technology applications and software in the

SC to stay competitive and achieve customers increasing demand.

4. Assess the potential impact of industry 4.0 on the retail industry SC – The 4th industry

revolution technology is already being used within the retail sector SC. Therefore,

organisations are investing more in further technology advancement to create a

greater competitive advantage. As a result, the retail industry must be aware of the

potential technology available that can impact their organisation and prepare for the

future of SCs.

Chapter 2 Overview of Traditional Supply Chain Methods

2.1 Introduction

Traditional supply chain management (SCM) is the process of procuring and moving services

and goods across the supply chain (Marinagi, Trivellas and Sakas., 2014; Chaffey, 2015).

Ganeshan and Harrison (1999) within Agus and Ahmad (2017) defined traditional SC as a

decentralised system of manufacturing, procurement, warehouse and distribution which

transforms material into products and distribute to the customer (Trapero, Kourentzes and

Fildes, 2012; Siddiqui and Raza, 2015).

Although SC has existed since humans began trading; SCM has rapidly evolved through

improved technology from the use of electronic data interchange (EDI) for production

planning and stock control to material resource planning (MRP) and scheduling of

systematisation of material, production and distribution to the evolution of enterprise resource

planning (ERP) shown in Figure 2 (Pope, 2014; Stevens and Johnson, 2016). Therefore, this

report will provide an overview of traditional SC methods.

Figure 2: A Timeline of SCM Strategies, Tools and Techniques, Source: (Stevens and

Johnson, 2016)

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2.2 Business Application - Barcodes

Barcodes are a business application used since the 1970s in the supply chain (Modgil, Patyal

and Agrawal, 2012). When read by a barcode scanner (Figure 3) they can provide

identification of items due to their universal product code (Modgil, Patyal and Agrawal,

2012). For example, an organisation within the baking industry was able to reduce

distribution and inventory costs by $3million after installing barcodes (ABR, 2011). The

barcodes were able to capture the product identification, quantity and location (ABR, 2011).

Barcode applications are useful within the warehouse and inventory management as they are

easy to use, affordable and reliable (Huber, Michael and McCathie, 2007). This means that

organisation can allocate items to fulfil customers order in a more efficient timely manner

where previously they manually gathered data (ABR, 2011). In fact, in the 1940s inventory

management was focused on the design and layout of warehousing to improve efficiency

(Robinson, 2015). Nevertheless, the creation and scanning of the barcodes are labour

intensive and prone to damage due to environmental conditions (Huber, Michael and

McCathie, 2007; Modgil, Patyal and Agrawal, 2012).

Figure 3: Barcode scanner scanning barcode, Source: (Modgil, Patyal and Agrawal, 2012)

2.3 Software examples

EDI

Before the emergence of internet lead technology, organisations implemented EDI systems in

the SC dating back to 1970s (Threlkel and Kaven, 1999; Chaffey, 2015). Electronic data

interchange (EDI) is a computer-to-computer exchange of business documents and

information into a standard format such as purchase orders, price list and invoices with

suppliers and customers (Threlkel and Kaven, 1999). EDI provides a paperless more

streamlined SC process with regards to documentation evident in Figure 4. EDI, therefore,

reduces data input errors, order lead times and improves management (Chaffey, 2015).

Figure 4: Manual vs Electronic SC Process, Source: (Threlkel and Kaven, 1999)

The automotive industry was the first to introduce EDI such as Chrysler Ford and General

Motors (Ratnasingam, 2001). These automotive organisations used EDI on order process

from suppliers which included receiving of the material, processing requirements from the

customer and planning production (Ratnasingam, 2001). However, in addition to the high

implementation costs, EDI systems did not have a consistent standard across continents and

could only transmit data in batches (Zhou et al., 2018). Ratnasingam (2001), states found that

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the key barrier of implementing the EDI system was the lack of engagement of the trading

partners to participate. Nevertheless, the EDI system improved both the quality and efficiency

of the automotive industry (Ratnasingam, 2001).

MRP Software

Before the technical development of the MRP software, organisations ordered items based on

past usage and back up stock (Pope, 2014). Therefore, the development of the MRP software

allowed material planning on anticipated needs which would result in a reduction in

inventory and costs (Pope, 2014; Chaffey, 2015). Later, MRP II was introduced in the 1980s

which emphasised coordination of the manufacturing process across the shop floor, finance,

engineering, human resources, engineering, project management and distribution

management for an optimum manufacturing process, shown in Figure 5 (Stevens and

Johnson, 2016). MRP then evolved to ERP software which enabled a faster, more flexible

and responsive SC (discussed in chapter 3) (Chaffey, 2015).

Figure 5: PEDYN MRP Software, Source: (Pedun, 2000)

2.4 Conclusion

Prior to the first evolution of digital technology, SC was labour intensive which relied heavily

on human input (Robinson, 2015). Organisations were unable to centralise activities within

the SC and each process of the SC was seen as a separate entity (Robinson, 2015). Therefore,

the emergence of technology and computers in the late 1970s provided organisations

improvements within the warehouse, planning and execution with the use of EDI, MRP and

ERP systems and barcodes (Robinson, 2015).

The barcode application enabled visibility for the organisation, streamlining the warehousing

process (Robinson, 2015). However, it was the revolution of the EDI software that later

developed into the MRP and ERP system which integrated functions within the SC process

more accurate and reliable (Robinson, 2015). Nevertheless, traditional SC was designed for

cost optimisation and the movement of goods, however, the increase in the volume of data

and globalisation has led to the evolution of technology within SCs (Christopher and Ryals,

2014). Therefore, this report will follow to discuss the emerging technologies used in today’s

SCs.

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Chapter 3 Explore the types of technologies used within supply chain

3.1 Introduction

The rapid development in technology has encompassed the infrastructure of e-business and e-

commerce (Chaffey, 2014). In addition to the increase in e-commerce sales evident in Figure

6. An organisation must develop an e-SC as the backbone to support the fulfilment of the

front-end, as traditional SC is no longer cost-effective and fast (Siebrecht, 2017). Theorist

suggests that e-SC is the use of technology to optimise the flow of material and information

across the business operation from the supplier to the customer (Valverde and Saadé, 2015;

Le Tan and Trang, 2017). Therefore, this chapter will explore the different types of

technologies used within the SC.

Figure 6: Annual total retail sales, stores-only sales and online-only sales in Great Britain,

Source: (Brady, 2018)

3.2 Business applications

Robots

Kaplan (2017) argues customers demand faster fulfilment with an emphasis on logistics, in

particular, the food delivery industry. Although Google, Amazon and UPS are identifying

airborne methods discussed in chapter 5; within cities robots have become a practical solution

for the “last-mile” logistics of food deliveries (example shown in Figure 7) (Wong, 2017).

Once a food order is placed and packed into the Just Eat robot, the customer is provided with

a security code which is entered to unlock the robot once it arrives (Just Eat, 2016). This

method of logistics provides consumers with flexibility and choice (Just Eat, 2016).

Figure 7: Just Eat Robot Delivering Food, Source: (Just Eat, 2016)

Recent literature suggests that labour in logistics can calculate up to 60% of organisation

costs and has limitations of availability and shifts (Kaplan, 2017). However, Just Eat robot

delivery has the ability to deliver 24hrs a day and can deliver two bags of shopping within 30

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minutes of an order being placed (Kaplan, 2017; Wong, 2017). However, the robots still need

human operators to prevent it from causing a disaster (Wong, 2017). In fact, some have

argued that robots are hazardous for people with disabilities and senior citizens (Wong,

2017). Nevertheless, robot deliveries are an example of a business application streamlining

the SC to provide a better service for the customer which will in the long-term increasing

revenue.

3D Printing

The power shift to consumers has led to a demand-pull SC (Christopher and Ryals, 2014).

Gravier (2016) states that consumers are basing purchasing decisions on delivery time. As a

result, organisations are utilising 3D printers in manufacturing to stay competitive with lead

times (Gravier, 2016). As a result, the market of 3D printers is expected to exceed $4billion

by 2023 (Modic, 2018). 3D printing is a form of additive manufacturing that joins material

by layering up process (Ivanov, Dolgui and Sokolov, 2018). For example, the healthcare

industry has utilised 3D printing to produce the Invisalign (O’Marah, 2016). However, 3D

printers are shaping the future within the aerospace industry (Griffiths, 2018).

GE Aviation has utilised the 3D printer shown in Figure 8, for the production of the fuel

nozzle (Kellner, 2017; Modic, 2018). As a result of utilising the 3D printer, GE has reduced

the number of components from 20 to 1 and increased durability by 5 (Kellner, 2017; Modic,

2018). Subsequently, less tooling and parts reduce the process cycle time up to 75%,

therefore the manufactures can increase the speed to the market (Modic, 2018). Moreover, the

use of 3D printing in the aerospace industry has reduced the need to stock inventory at

airports as the 3D printer is able to produce spare parts on demand (Griffiths, 2018; Modic,

2018).

Figure 8: GE Additive 3D Printer, Source: (Kellner, 2017)

Nevertheless, the software CAD is limited to transitioning to new material and manufacturing

methods (Modic, 2018). Therefore, aircraft manufacturers must adopt the design CAD

software for 3D printing to reap the benefit of a streamline end-to-end supply chain (Modic,

2018).

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3.3 Software example – ERP Systems

Bi (2017) suggests that organisations can improve SC efficiency by applying IT system such

as EDI and ERP to support the organisations inter- and intra- supply chain process. ERP

software such as Elemica, Oracle and SAP can provide a lean and frictionless e-SC (Lopez,

2017b). It was the emergence of web technology that enabled SC functions to integrate and

move from the reliance of EDI (Zhou et al., 2018). For example, Elemica ERP platform

connects supply chain partners to enable collaboration across the SC by integrating purchase

order management, invoice management and vendor management inventory (VMI) (shown in

Figure 9) (Elemica, 2018a; Elemica, 2018b).

As Heinz-Gunter Lux from Evonik states “Maximum value is only possible with the full

integration of all relevant business processes between partners” (Elemica, 2018c). Therefore,

utilising Elemica ERP system can enable an organisation to reduce their admin costs, errors,

cycle time, uncertainty risks and provide automation resulting in improved capital and

visibility (Elemica, 2018b; Elemica, 2018d). In fact, one of the top 5 rubber producers were

able to reduce more than $30million in working capital, using Elemica VMI as it provided

visibility to forecast and provide optimum delivery schedules (Elemica, 2018c). 44% of SC

leaders state that an enhanced ERP system can improve organisation visibility (Columbus,

2018).

Nevertheless, organisations need skills and other IT resources to leverage the competitive

advantage provided by the IT software (Bi, 2017). For example, Woolworth’s Australia

transitioned from an in-house system to SAP; a $200million investment (Fruhlinger and

Wailgum, 2018). Fruhlinger and Wailgum (2018) identified that SAP hadn’t integrated into

the Woolworths own processes, which lead to a significant loss in documents and visibility.

Woolworth was unable to submit orders and left shelves empty, resulting in $1.66billion loss

in sales (Coyne, 2016; McLean, 2016). As Kaplan (2018a) suggests “it is not a one size fits

all solution”. Therefore, organisations must understand their own business processes and how

they integrate with the ERP systems.

Figure 9: Oracle ERP Integration Systems, Source: (Oracle, 2018)

Nevertheless, ERP systems have continued to develop due to the critical significance of

importance in a digital SC identified in Figure 10 (Columbus, 2018). Organisations such as

SAP have created ERP systems that are compatible with a range of devices enabling

organisations to have visibility of the SC at all times (Figure 11). Kaup (2018) states that by

facilitating collaboration and integrating the SC network with technology, an organisation can

increase the SC agility by 50%. In addition to the growth in data analytics, information of

things (IoT) and artificial intelligence (AI), ERP platform must be set up as demand-driven

instead of supply driven to stay relevant (Kaplan, 2018a).

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Figure 10: Projected level of importance of supply chain-related technology in the next 2-to-3

years, Source: (Columbus, 2018)

Figure 11: SAP ERP Software applications, Source: (SAP, 2018)

3.4 Conclusion

Overall, the use of emerging technology can enable an efficient lean and agile SC (Qrunfleh

and Tarafdar, 2014; Rejamn-Petrovic, 2016). Rejamn-Petrovic (2016) argue an effective SC

is based on the ability to provide quality lead times and high-level performance. Therefore,

the use of technology such as robots, 3D printing and ERP software enables organisations to

integrate, automate and control day to day activities more efficiently (Qrunfleh and Tarafdar,

2014).

Nevertheless, it is evident that organisations must analyse the benefits of the application with

a particular process as it must be compatible to integrate with business processes and

applications (Qrunfleh and Tarafdar, 2014). However, the initial investment costs are

outweighed by the long-term benefits (Zhou et al., 2018). Therefore, by reducing logistics,

manufacturing and transaction lead times organisations will have a competitive advantage

and potential to obtain a larger market share.

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Chapter 4 Critically review the impact of digital technologies on the retail

industry supply chain

4.1 Introduction

A recent PwC research identified speed and efficiency as a key element that consumers are

willing to pay more for in the retail sector, highlighted in Figure 12 (PwC, 2018). Within the

research, PwC discusses the importance of digital technology as an enabler to provide greater

response and agility within the SC (PwC, 2018). This is supported by O’Marah (2016)

findings of the importance of a digital supply chain within the retail sector (Figure 13).

Creating an agile SC will enable organisations to provide the customer with the right product,

right time, the right place for the right person (PwC, 2018). Alongside improved customer

experience through transparency, organisations can increase their revenue and save costs

(PwC, 2018).

Figure 12: 3 things consumers would pay more for, Source: (PwC, 2018)

Figure 13: Disruptive and Important Technologies in Industries, Source: (O’Marah, 2016)

Siebrecht (2017) reinforces that within the e-commerce era, SC is a strategic driver and

growth in market share. In particular warehouse inventory management and logistics are the

key areas to cut costs and increase revenue (Siebrecht, 2017). Figure 14 identifies the growth

of the warehousing market therefore, this chapter will critically review the impact of digital

technologies on retail industry SC, in particular, the warehouse and logistics process of the

SC, vital in creating a competitive.

Figure 14: UK Warehousing Revenue, Source: (Pooler, 2017)

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4.2 Business applications

Robots

The e-commerce giant Amazon has set the bar and influenced the retail sector to shift

towards e-SC from ‘bricks and mortar’ to ‘clicks’, also known as the “Amazon Effect”

(Churchill, 2017; Harrington, 2018). Although robotics is discussed in the future industry 4.0

applications; 16.5% of organisations are currently using robotics with an expectancy to grow

(Smith, 2018). With the forecasted projections of e-commerce sales, online fulfilment

organisations such as Amazon have invested in robots shown in Figure 15 (CSCMP, 2018).

Fulfilment robots can process orders twice the speed of humans, enabling organisations such

as Amazon to achieve customer demands (Smith, 2018). By acquiring Kiva robotics for

$775million, Amazon robots are able to operate 80,000 global machines (Pooler, 2017).

Figure 15: Amazon Fulfilment Robots, Source: (Smith, 2018)

Nevertheless, other retail organisations such as GAP are using automated robotic arms

(Figure 16) to sort orders by scanning and collecting items corresponding to an order (Smith,

2018). This makes the inventory management and logistics functions of the SC more efficient

as robots stop duplication, errors, damage from dropping and can work 24/7 (Smith, 2018;

Kaplan 2017).

Figure 16: GAP Order Fulfilment Robot, Source: (Smith, 2018)

In fact, conglomerate Alibaba 700 robots, are able to process 800million packages a day

which equates to £25billion worth of sales (Larence, 2018). The robots have reduced

fulfilments order lead time by 50% (Larence, 2018). Although, robots still need human

intervention; digitalising the inventory and fulfilment process can improve customer service

by 3% (Kaplan, 2017; Kaup, 2018). Therefore, technology such as robots within the retail

industry SC can reduce cost and fulfilment lead time, creating a competitive advantage.

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RFID

Additionally, Radio-frequent identification (RFID) is a popular SC application within the

retail industry as it provides visibility from manufacturing throughout the SC, warehouse and

up to the customer with the capability of 99.9% accuracy (Mathews, 2015; Material Handling

and Logistics, 2018). The RFID tag (Figure 17) is applied to items to track and provide

insight data on inventory (Mathews, 2015; Lopez, 2017a). Lopez (2017a) identifies that the

use of RFID can improve inventory management by improving replenishment capacity

through forecasting and has the potential to increase sales by 96%.

However, Walmart’s first investment in RFID tags on pallets and cases lead to a loss of

$3billion in sales due to out of stock items as inventory exceeded sales (Rosenblum, 2014;

Kaplan, 2018b). This was because the information provided by the RFID was not compatible

or useful (Kaplan, 2018). Kaplan (2018b) suggests that implementation infrastructure was a

barrier as software systems must be compatible with the RFID to succeed. Therefore,

efficient implementation of RFID into organisation software can lead to a reduction in no

stock, improve tracking detection for both the organisation and the customer which can

improve customer loyalty and profit within the retail industry (Material Handling and

Logistics, 2018).

Figure 17: RFID Example, Source: (Rosenblum, 2014)

4.3 Software example – In House Software

Retail organisations are competing within a competitive business environment where the time

a product takes to enter the market can be paramount for success (Zhou et al., 2018). As

organisations recognise the need to become “customer-centric”, the use of “big data” and

software can both enable greater customisation and shorten the time to the market

(Christopher and Ryals, 2014). Therefore, large organisations such as Adidas have developed

in-house software solutions.

Adidas innovative Speedfactory is a digitally enabled automated factory which rapidly

produces trainers tailored to the customer (Bain, 2018). The lab trailer identified in Figure 18

captures data by tracking athlete movements and bodies to design the shoes on an online

profile (Bain, 2018). Big data is a high variety, velocity and volume of information that

enable insight into the target market and support process automation and decision making

which improves customer service (Lopez, 2017; Ivanov, Dolgui and Sokolov, 2018). Adidas

Speedfactory enables the manufacturer to become closer to the customer markets. By

utilising big data alongside the 3D printer, Adidas has reduced manufacturing lead time from

3 months to 5 hours (Ivanov, Dolgui and Sokolov, 2018).

Figure 18: Adidas Lab Trainer, Source: (Bain, 2018)

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Nevertheless, SC does not stop once the delivery is made, return management is vital to

support end-to-end SC. Adidas identified that 50% of consumers will return items if delivery

isn’t within 24hours, therefore, by increasing the speed of manufacturing and delivery will

result in a decrease of returns and higher sales (Benton, 2017). As a result, Adidas is ranked

10th for the best SC in the Gartner European SC ranking (Green, 2018). Therefore, big data

analytics within the retail industry SC has improved 63% of organisations lead times and

59% of organisations SC efficiency (Figure 19) which was a result improved customer

service and demand fulfilment for 43%of organisations (Columbus, 2015).

Figure 19: Organisations use of big data analytics SC benefits, Source: (Columbus, 2015)

4.4 Conclusion

Retail giants like Amazon have disrupted the retail industry by reinventing the SC process of

product availability, delivery and customer service (Harrington, 2018). In particular logistics

and warehousing organisations are investing heavily in digital systems and software that can

fulfil orders by picking, packing and delivering (Kadivala, 2018). For example, the use of

robotics for automation with retail SC enables efficient shipment and storage in warehousing

which achieves customer expectations of cheap and quick delivery (Kadivala, 2018).

Moreover, big data retrieved from applications such as RFID can enable real-time forecasting

and inventory management (Qrunfleh and Tarafdar, 2014). In particular, big data is enabling

retail organisations to come closer to target markets, enhance decision making which in

return increases revenue and market share (Lopez, 2017; Ivanov, Dolgui and Sokolov, 2018).

Overall, technology has significantly impacted the retail sector, in particular, improving

warehousing and logistics efficiency. However, retail organisations are still needing human

intervention alongside digital applications. Therefore, the next chapter will discuss the impact

of industrial 4.0 on SC and the potential to digitalise the entire SC (Geissbauer, Vedso and

Schrauf, 2016).

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Chapter 5 Assess the potential impact of industry 4.0 on the retail industry

Supply Chain

5.1 Introduction

Industry 4.0 is a current buzzword, also known as the 4th industry revolution (Luthra and

Mangla, 2018). Industry 4.0 concept is described as the smart manufacturing network that

integrates industry goods and machines with no human control by digital technologies

identified in Figure 20 (Luthra and Mangla, 2018; Ivanov, Dolgui and Sokolov, 2018).

Figure 20: Industry 4.0 framework and contributing digital technologies,

Source: (Geissbauer, Vedso and Schrauf, 2016)

Geissbauer, Vedso and Schrauf (2016) identified that the digital technology developed within

the 4th revolution can reduce organisation costs by 3.6% due to shorter lead times and asset

utilisation which can save up to $421billion in 5 years in the retail industry. Figure 21

supports this as the use of industry 4.0 technology in an organisation is expected to increase

by 39% by 2020 providing organisations with a competitive advantage (Geissbauer, Vedso

and Schrauf, 2016). Therefore, although this report has discussed some industry 4.0

technology in the previous chapters; this chapter will assess the potential impact of industry

4.0 on the retail industry SC.

Figure 21: Respondents expecting to invest in industry 4.0 digital technologies by 2020,

Source: (Geissbauer, Vedso and Schrauf, 2016)

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5.2 Business Application - Drone

The e-commerce giant, Amazon, has invested in a floating warehouse using drones (Figure

22) for replenishment and deliveries as an airborne fulfilment centre (Banker, Cunnane and

Reiser, 2018). Amazons prime air drone delivery service promises to deliver within 30

minutes (Figure 23); with its first delivery only taking 13 minutes from click to deliver

(Amazon, 2018; Desjardins, 2018).

The traditional last mile delivery to the customer is usually the most inefficient and expensive

aspect of the SC (Doyle, 2018). In addition to the absence of a human pilot, drones can

deliver at a cost of $1 (Desjardins, 2018). As a result, in the reduction of costs, retail

organisations can potentially provide more competitive prices. Furthermore, the potential to

reach a larger customer base can improve organisation revenue. This is supported by Doyle

(2018) identifying the potential increase in US economic growth of up to $82 billion due to

the use of drones within the retail SC.

Figure 22: Amazon Prime Air Drone, Source: (Amazon, 2018)

Figure 23: Amazon Prime Air Delivery Option, Source: (Amazon, 2018)

Same day delivery is a powerful customer proposition but also an operational challenge

(Hausmann et al., 2014). Therefore, to enable same-day delivery an organisation must fulfil

real-time product visibility, fulfilment capacity, product availability and flexible last-mile

capability (Hausmann et al., 2014).

Nevertheless, Figure 24 highlights that consumers are not looking for instant delivery but in

fact, 70% of consumers are wanting the cheapest form of home delivery (Desjardins, 2018).

In addition, to the challenges that drone delivery is facing such as weather dependence,

country regulations and safety and privacy concerns; the impact of drone delivery will not

impact the retail industry SC for another couple of years (Tipping and Kauschke, 2016;

Williams, 2017). However, experts have suggested that retailers will turn to drones to use

within smart warehousing process of the SC (Williams, 2017).

Figure 24: Consumer choice of delivery option, Source: (Desjardins, 2018)

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5.3 Software example - Blockchain

Today’s retail consumers are demanding authentic visibility (Shah and Nama, 2017).

Therefore, organisations are increasingly investing in blockchain application (Figure 25)

within the SC as advanced tracking and tracing technology, improving visibility and record

keeping for both the consumer and the organisation (Ivanov, Dolgui and Sokolov, 2018).

Real-time information can be critical for retail organisations to coordinate and plan activities

to stay competitive and achieve customer demands (Ivanov, Dolgui and Sokolov, 2018)

Figure 25: Annual Investment in Blockchain Companies, Source: (Keyes, 2018)

For example, Carrefour is Europe’s largest retailer that utilises blockchain to trace and track

across the SC network, recording data on the system (Mullan, 2018). The IBM food trust

blockchain platform shown in Figure 26 provides information on places, distribution

channels, dates, farm buildings and treatment of animals which is accessible for customers by

scanning a QR code shown in Figure 27 (Mullan, 2018). In return, this will enhance customer

confidence and loyalty with the brand, driving profit (Harrington, 2018; Mullan, 2018).

Figure 26: IBM Food Trust Software, Source: (IBM, 2018)

Figure 27: Blockchain deployment along the retail SC, Source: (Shah and Nama, 2017)

Blockchain application is used alongside ERP systems to maintain the integrity of the data as

records cannot be altered and eliminates admin human errors (Material Handling Logistics,

2017; Harrington, 2018). Although blockchain can improve customer experience by

providing data to organisations to anticipate consumer needs, blockchain improves SC

operations by allowing organisations to ensure items are where they need to be, when they

need to be (Keyes, 2018). Nevertheless, blockchain application will only be efficient and

effective if the transactions are across different organisations and entities (Shah and Nama,

2017).

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Therefore, blockchain application will impact the retail sector SC as the increase in

complexity can be managed through transparency and collaboration between SC partners

(Carney, 2018). As a result, real-time data of the state and location of inventory is crucial in

retail, in particular, the retail organisations that provide luxury and perishable goods (Carney,

2018). However, it has been suggested by Carney (2018) that used alongside IoT can provide

greater impacts.

5.4 Conclusion

Overall, industry 4.0 technology is significant for a strategic end-to-end SC within the retail

industry (Schmaus, Dutzler and Schrauf, 2016). Schmaus, Dutzler and Schrauf (2016)

identify that integrating industry 4.0 technology with data analytics within the retail industry

provides real-time information, customer insight, and efficient SC operations. Therefore, with

customer expectations changing to demand fast, personal, seamless and transparent

transactions; retail organisations have turned to product transparency in tracking with

software applications such as blockchain and faster fulfilment with drones (Shmaus, Dutzler

and Schrauf, 2016).

Although organisations are using some of the industry 4.0 technology discussed in chapter 4,

the true impact of industry 4.0 technology will not be evident till 2019-2020 (Shmaus,

Dutzler and Schrauf, 2016). Nevertheless, once the technology applications and software are

integrated the retail industry SC will become agile, responsive and result in the reduction of

cost and inventory, providing a “single version of the truth” (Shmaus, Dutzler and Schrauf,

2016).

Page | 33

Chapter 6 Conclusion

The exponential growth of e-commerce has led to the development of e-business and

subsequently e-SC. However, the heart of e-commerce is driven by customers shaping their

shopping experience demanding low costs, transparency and customised services (Loeb,

2017; Henderson, 2018). Therefore, the upgrades of the front-end services have been

facilitated by the back-bone SC enhancements (Siebrecht, 2017).

The first industrial revolution was the groundwork, that improved labour intensive, supply-

driven SC based on cost saving and inventory management across the SC (Stevens and

Johnson, 2016; Luthra and Mangla, 2018). The second revolution of hard automation

integrated the SC functions for a lean, customer-centric SC (Luthra and Mangla, 2018).

However, the use of technology within industries SCs lead to the third revolution of flexible,

automated and agile SC within the retail industry (Stevens and Johnson, 2016). In particular,

the costly logistics process and warehousing efficiency (Luthra and Mangla, 2018). However,

human interaction was still needed. Therefore, the fourth industrial revolution is applying

emerging technology to integrate and connect industries for an automated, non-human

intervention retail SC process (Luthra and Mangla, 2018).

Overall, retail organisations are integrating digital applications and software into their SC

operations to gain full control of the SC process from the placing of a customer order to the

last mile delivery shown in Figure 28 (Hausmann et al., 2014). By doing so, if customers

decide to return an item, the organisation can process returns efficiently, by put the items

back on the shelves quickly and at minimum costs (Hausmann et al., 2014). Therefore, the

difference between organisations that succeed and thrive and those that fail are based on

whether they have a modern, agile and lean SC versus those who don’t (Siebrecht, 2017).

Figure 28: SC Order Fulfilment Process, Source: (Hausmann et al., 2014).

Page | 35

References

ABR. (2011). Barcoding and RFID enable food supply chain traceability and safety. [online]

Available at: https://www.abr.com/wp-content/uploads/2014/04/Zebra-food-traceability-en-

us.pdf [Accessed 15 Nov. 2018].

Accenture. (2018). Next Generation Supply Chain Research | Accenture. [online] Available

at: https://www.accenture.com/us-en/insights/industry-x-0/supply-chain-research [Accessed

10 Nov. 2018].

Agus, A. and Ahmad, S. (2017). The Significant Impact of Customer Relations Practices

(CRP), Information Technology (IT) and Information Sharing between Supply Chain

Partners (IS) on Product Sales. Gading Journal for the Social Sciences, 12(1), pp.65-85.

Amazon. (2018). Prime Air. [online] Available at: https://www.amazon.com/Amazon-Prime-

Air/b?ie=UTF8&node=8037720011 [Accessed 6 Nov. 2018].

Bain, M. (2018). Adidas is testing how to mass-produce custom shoes like those it makes for

elite athletes. [online] Quartzy. Available at: https://qz.com/quartzy/1262996/adidas-

speedfactory-lab-experience-shows-how-it-might-mass-produce-custom-shoes/ [Accessed 17

Oct. 2018].

Banker, S., Cunnane, C. and Reiser, C. (2018). The Amazon Supply Chain: The Most

Innovative in the World?. [online] Logistics Viewpoints. Available at:

https://logisticsviewpoints.com/2018/01/08/amazon-supply-chain-innovative-world/

[Accessed 2 Nov. 2018].

Benton, D. (2017). Supply Chain 4.0: Adidas and Amazon re-write the rules on supply chain

management. [online] Supplychaindigital.com. Available at:

https://www.supplychaindigital.com/scm/supply-chain-40-adidas-and-amazon-re-write-rules-

supply-chain-management [Accessed 10 Oct. 2018].

Bi, R. (2017). E-Supply Chain Coordination and SME Performance: An Empirical

Investigation. Electronic Journal of Information Systems Evaluation, 20(2), pp.76-84.

Brady, D. (2018). Comparing “bricks and mortar” store sales with online retail sales -

Office for National Statistics. [online] Office for National Statistics. Available at:

https://www.ons.gov.uk/businessindustryandtrade/retailindustry/articles/comparingbricksand

mortarstoresalestoonlineretailsales/august2018 [Accessed 4 Nov. 2018].

Carney, M. (2018). 4 ways retailers can use blockchain to their advantage. [online] Medium.

Available at: https://medium.com/nrf-events/4-ways-retailers-can-use-blockchain-to-their-

advantage-1b4139a0b57d [Accessed 10 Nov. 2018].

Chaffey, D. (2014) Digital Business and E-Commerce Management (6th Edition), Pearson

Chaffey, D. (2015). Digital business and e-commerce management. 6th ed. Harlow: Pearson.

Christopher, M. and Ryals, L. (2014). The Supply Chain Becomes the Demand

Chain. Journal of Business Logistics, 35(1), pp.29-35.

Churchill, F. (2017). Amazon joins Garner’s supply chain 'masters'. [online] Chartered

Institute of Procurement & Supply. Available at:

https://www.cips.org/en/supplymanagement/news/2017/may/amazon-joins-garners-supply-

chain-masters/ [Accessed 24 Oct. 2018].

Columbus, L. (2015). Ten Ways Big Data Is Revolutionizing Supply Chain Management.

[online] Forbes. Available at: https://www.forbes.com/sites/louiscolumbus/2015/07/13/ten-

ways-big-data-is-revolutionizing-supply-chain-management/#24556f8369f5 [Accessed 2

Nov. 2018].

Columbus, L. (2018). Analytics Will Revolutionize Supply Chains In 2018. [online] Forbes.

Available at: https://www.forbes.com/sites/louiscolumbus/2018/01/15/analytics-will-

revolutionize-supply-chains-in-2018/#4f0067246127 [Accessed 8 Nov. 2018].

Page | 37

Coyne, A. (2016). Woolworths makes fixing IT a priority. [online] IT news. Available at:

https://www.itnews.com.au/news/woolworths-makes-fixing-it-a-priority-434957 [Accessed 1

Nov. 2018]

CSCMP. (2018). The Importance of Supply Chain Management. [online] Available at:

https://cscmp.org/CSCMP/Develop/Starting_Your_SCM_Career/Importance_of_SCM/CSC

MP/Develop/Starting_Your_Career/Importance_of_Supply_Chain_Management.aspx?hkey=

cf46c59c-d454-4bd5-8b06-4bf7a285fc65 [Accessed 3 Nov. 2018].

Desjardins, J. (2018). Amazon and UPS are betting big on drone delivery. [online] Business

Insider. Available at: http://uk.businessinsider.com/amazon-and-ups-are-betting-big-on-

drone-delivery-2018-3?r=US&IR=T [Accessed 1 Nov. 2018].

Doyle, M. (2018). Impact of Drones on Supply Chain Management | Global Supply Chain

Management | American Express FX International Payments. [online] American Express.

Available at: https://www.americanexpress.com/us/foreign-exchange/articles/drones-impact-

supply-chain-management/ [Accessed 6 Nov. 2018].

Elemica. (2018a). About | Elemica. [online] Available at: https://elemica.com/about/

[Accessed 1 Nov. 2018].

Elemica. (2018b). Buy | Elemica. [online] Available at: https://elemica.com/solutions/buy/

[Accessed 1 Nov. 2018].

Elemica. (2018c). Elemica | Digital Supply Network, automating and enriching b2b

commerce. [online] Available at: https://elemica.com [Accessed 1 Nov. 2018].

Elemica. (2018d). Solutions | Elemica. [online] Available at: https://elemica.com/solutions/

[Accessed 1 Nov. 2018].

Fruhlinger, J. and Wailgum, T. (2018). 15 famous ERP disasters, dustups and

disappointments. [online] CIO. Available at: https://www.cio.com/article/2429865/enterprise-

resource-planning/enterprise-resource-planning-10-famous-erp-disasters-dustups-and-

disappointments.html [Accessed 2 Nov. 2018].

Geissbauer, R., Vedso, J. and Schrauf, S. (2016). Building the digital enterprise. Industry 4.0.

[online] PwC. Available at: https://www.pwc.com/gx/en/industries/industries-4.0/landing-

page/industry-4.0-building-your-digital-enterprise-april-2016.pdf [Accessed 26 Oct. 2018].

Gravier, M. (2016). 3D Printing: Customers Taking Charge of the Supply Chain. [online]

Industry Week. Available at: https://www.industryweek.com/supply-chain/3d-printing-

customers-taking-charge-supply-chain [Accessed 10 Nov. 2018].

Green, W. (2018). Unilever tops Gartner European supply chain ranking. [online] Chartered

Institute of procurement and supply. Available at: https://www.cips.org/en/supply-

management/news/2018/september/unilever-tops-gartner-european-supply-chain-ranking/

[Accessed 25 Oct. 2018].

Harrington, L. (2018). Technology transformation: Supply chain 4.0 is here. [online] CIO

Review. Available at: https://procurement.cioreview.com/cxoinsight/technology-

transformation-supply-chain-40-is-here-nid-27346-cid-100.html [Accessed 25 Oct. 2018].

Hausmann, L., Herrmann, N., Krause, J. and Netzer, T. (2014). Same-day delivery: The next

evolutionary step in parcel logistics. [online] McKinsey & Company. Available at:

https://www.mckinsey.com/industries/travel-transport-and-logistics/our-insights/same-day-

delivery-the-next-evolutionary-step-in-parcel-logistics [Accessed 18 Nov. 2018].

Huber, N., Michael, K. and McCathie, L. (2007). Barriers to RFID adoption in the supply

chain. RFID Eurasia, 1, pp.1-6.

IBM. (2018). IBM Food Trust - Overview - United States. [online] Available at:

https://www.ibm.com/us-en/marketplace/food-trust [Accessed 6 Nov. 2018].

Ivanov, D., Dolgui, A. and Sokolov, B. (2018). The impact of digital technology and Industry

4.0 on the ripple effect and supply chain risk analytics. International Journal of Production

Research, pp.1-18.

Just Eat. (2016). Delivery bots – coming to a street near you. [online] Available at:

https://www.just-eat.co.uk/blog/delivery-bots/ [Accessed 8 Nov. 2018].

Page | 39

Kadiyala, A. (2018). Five Technologies Reshaping Supply Chains and Customer Satisfaction.

[online] Supply Chain Brain. Available at: https://www.supplychainbrain.com/blogs/1-think-

tank/post/28914-five-technologies-reshaping-supply-chains-and-customer-satisfaction

[Accessed 25 Oct. 2018].

Kapadia, S. (2018). Boeing: Air cargo growth will double over 20 years. [online] Supply

Chain Dive. Available at: https://www.supplychaindive.com/news/boeing-air-cargo-double-

20-years/540240/ [Accessed 1 Nov. 2018].

Kaplan, D. (2017). 9 trends in last-mile delivery. [online] Supply Chain Dive. Available at:

https://www.supplychaindive.com/news/last-mile-spotlight-trends-tech-gig-perfect/443091/

[Accessed 17 Oct. 2018].

Kaplan, D. (2018a). Is ERP supply chain software on the way out?. [online] Supply Chain

Dive. Available at: https://www.supplychaindive.com/news/ERP-supply-chain-guide-legacy-

software-future/516396/ [Accessed 1 Nov. 2018].

Kaplan, D. (2018b). The rise, fall and return of RFID. [online] Supply Chain Dive. Available

at: https://www.supplychaindive.com/news/RFID-rise-fall-and-return-retail/530608/

[Accessed 1 Nov. 2018].

Kaup, G. (2018). 9 Eye-Opening Digital Business Planning And Supply Chain

Transformation Stats. [online] Digitalist Mag. Available at:

https://www.digitalistmag.com/digital-supply-networks/2018/07/05/9-eye-opening-digital-

business-planning-supply-chain-transformation-stats-06178733 [Accessed 10 Nov. 2018].

Kellner, T. (2017). How 3D Printing Will Change Manufacturing - GE Reports. [online] GE

Reports. Available at: https://www.ge.com/reports/epiphany-disruption-ge-additive-chief-

explains-3d-printing-will-upend-manufacturing/ [Accessed 10 Nov. 2018].

Keyes, D. (2018). Blockchain could take off in retail. [online] Business Insider. Available at:

https://www.businessinsider.com/blockchain-soon-heavily-tested-in-retail-2018-5?IR=T

[Accessed 10 Nov. 2018].

Lawrence, M. (2018). Alibaba opens China’s largest robot warehouse in preparation for

Singles Day. [online] Supply Chain Digital. Available at:

https://www.supplychaindigital.com/technology/alibaba-opens-chinas-largest-robot-

warehouse-preparation-singles-day [Accessed 1 Nov. 2018].

Le Tan, T. and Trang, D. (2017). Issues of Implementing Electronic Supply Chain

Management (E-SCM) In Enterprise. European Business & Management, 3(5), pp.86-94.

Loeb, W. (2017). Retail Trends For 2018. [online] Forbes. Available at:

https://www.forbes.com/sites/walterloeb/2017/12/29/retail-trends-for-2018/#466f9a0e4eca

[Accessed 8 Nov. 2018].

Lopez, E. (2017a). How do supply chains use Big Data?. [online] Supply Chain Dive.

Available at: https://www.supplychaindive.com/news/how-big-data-application-supply-

chain-Deloitte-digital-stack/435866/ [Accessed 17 Oct. 2018].

Lopez, E. (2017b). What is Big Data, and why does it matter to supply chain?. [online]

Supply Chain Dive. Available at: https://www.supplychaindive.com/news/what-Big-Data-

supply-chain-application-primer/435865/ [Accessed 17 Oct. 2018].

Luthra, S. and Mangla, S. (2018). Evaluating challenges to Industry 4.0 initiatives for supply

chain sustainability in emerging economies. Process Safety and Environmental Protection,

117, pp.168-179.

Marinagi, C., Trivellas, P. and Sakas, D. (2014). The Impact of Information Technology on

the Development of Supply Chain Competitive Advantage. Procedia - Social and Behavioral

Sciences, 147, pp.586-591.

Material Handling and Logistics. (2018). RFID Enables Nearly 100% Order Accuracy for

Retail. [online] Available at: https://www.mhlnews.com/global-supply-chain/rfid-enables-

nearly-100-order-accuracy-retail [Accessed 8 Nov. 2018].

Page | 41

Mathews, N. (2015). Improving supply chain visibility through RFID. [online] Supply Chain

Digital. Available at: https://www.supplychaindigital.com/warehousing/improving-supply-

chain-visibility-through-rfid [Accessed 2 Nov. 2018].

McLean, A. (2016). Woolworths looks to fix IT basics off the back of AU$1.2b loss. [online]

ZDNet. Available at: https://www.zdnet.com/article/woolworths-looks-to-fix-it-basics-off-

the-back-of-au1-2b-loss/ [Accessed 2 Nov. 2018].

Modic, E. (2018). 3D printing streamlines aviation supply chains. [online] Aerospace

Manufacturing and Design. Available at:

https://www.aerospacemanufacturinganddesign.com/article/3d-printing-streamlines-aviation-

supply-chains/ [Accessed 10 Nov. 2018].

Modgil, S., Patyal, V. and Agrawal, T. (2012). Technology evolution in supply chain

management: Barcode to RFID. International Journey of Technology, 2(1), pp.27-31.

Mullan, L. (2018). Carrefour to use blockchain technology to trace food through supply

chain. [online] Food Drink & Franchise. Available at:

https://www.fdfworld.com/food/carrefour-use-blockchain-technology-trace-food-through-

supply-chain [Accessed 10 Nov. 2018].

O'Marah, K. (2016). Digitization In Supply Chain: Five Key Trends. [online] Forbes.

Available at: https://www.forbes.com/sites/kevinomarah/2016/11/17/digitization-in-supply-

chain-five-key-trends/#2bb19dd0428a [Accessed 10 Nov. 2018].

OptiPro ERP. (2018). EDI is Critical to Successful Supply Chain Management. [online]

Available at: https://www.optiproerp.com/blog/why-is-edi-critical-for-successful-supply-

chain-management/ [Accessed 8 Nov. 2018].

Oracle. (2018). ERP Products. [online] Available at:

https://www.oracle.com/uk/applications/erp/products.html [Accessed 12 Nov. 2018].

Pedyn. (2000). Manufacturing Software, Engineering Operations ERP-MRP Software-

PEDYN. [online] Available at: http://www.pedyn.com/access/ [Accessed 6 Nov. 2018].

Pooler, M. (2017). Amazon robots bring a brave new world to the warehouse. [online]

Financial Times. Available at: https://www.ft.com/content/916b93fc-8716-11e7-8bb1-

5ba57d47eff7 [Accessed 6 Oct. 2018].

Pope, J. (2014). Supply-Chain Survival in the Age of Globalization. 1st ed. US: Business

Expert Press.

PwC. (2018). Digital transformation in the retail and consumer industry. [online] Available

at: https://www.pwc.co.uk/services/consulting/accelerate-digital/retail-digital-

transformation.html [Accessed 1 Nov. 2018].

Qrunfleh, S. and Tarafdar, M. (2014). Supply chain information systems strategy: Impacts on

supply chain performance and firm performance. International Journal of Production

Economics, 147, pp.340-350.

Rajeev, A., Pati, R., Padhi, S. and Govindan, K. (2017). Evolution of sustainability in supply

chain management: A literature review. Journal of Cleaner Production, 162, pp.299-314.

Ratnasingam, P. (2001). Inter‐organizational trust in EDI adoption: the case of Ford Motor

Company and PBR Limited in Australia. Internet Research, 11(3), pp.261-269.

Rejman-Petrovic, D. (2016). Business process improvement in e-supply chains. Ekonomski

horizonti, 18(3), pp.215-232.

Rice, S. (2015). The Total Scope of Supply Chain Management. [online] APICS. Available at:

http://www.apics.org/sites/apics-blog/think-supply-chain-landing-page/thinking-supply-

chain/2015/03/11/the-total-scope-of-supply-chain-management [Accessed 2 Nov. 2018].

Robinson, A. (2015). The Evolution and History of Supply Chain Management. [online]

Transportation Management Company | Cerasis. Available at:

https://cerasis.com/2015/01/23/history-of-supply-chain-management/ [Accessed 10 Nov.

2018].

Page | 43

Rosenblum, P. (2014). How Walmart Could Solve Its Inventory Problem And Improve

Earnings. [online] Forbes. Available at:

https://www.forbes.com/sites/paularosenblum/2014/05/22/walmart-could-solve-its-inventory-

problem-and-improve-earnings/#70aad6da5db1 [Accessed 1 Nov. 2018].

SAP. (2018). Small business ERP that grows with your business. [online] Available at:

https://www.sap.com/products/erp/small-business-erp.html [Accessed 14 Nov. 2018].

Schmaus, B., Dutzler, H. and Schrauf, S. (2016). Industry 4.0: Opportunities and challenges

for consumer product and retail companies. [online] Strategy And PwC. Available at:

https://www.strategyand.pwc.com/reports/retail-industry4.0 [Accessed 6 Nov. 2018].

Shah, D. and Nama, S. (2017). Unblocking the Retail Supply Chain with Blockchain. [online]

Tata Consultancy Service. Available at:

https://www.tcs.com/content/dam/tcs/pdf/Industries/Retail-logistics/Abstract/Unblocking-

retail-supply-chain-with-blockchain-1017-1.pdf [Accessed 20 Nov. 2018].

Siddiqui, A. and Raza, S. (2015). Electronic supply chains: Status & perspective. Computers

& Industrial Engineering, 88, pp.536-556.

Siebrecht, K. (2017). Supply chain might be the biggest retail disruptor. [online] Supply

Chain Dive. Available at: https://www.supplychaindive.com/news/retail-supply-chain-

disruption-logistics-trend-FLEXE/506394/ [Accessed 1 Nov. 2018].

Smith, J. (2018). From Reindeer to Robots, Automation Set to Deliver This Holiday Season.

[online] The Wallstreet Journal. Available at: https://www.wsj.com/articles/from-reindeer-to-

robots-automation-set-to-deliver-this-holiday-season [Accessed 6 Oct. 2018].

Stevens, G. and Johnson, M. (2016). Integrating the Supply Chain … 25 years

on. International Journal of Physical Distribution & Logistics Management, 46(1), pp.19-42.

Stevens, G. and Johnson, M. (2016). Integrating the Supply Chain … 25 years

on. International Journal of Physical Distribution & Logistics Management, 46(1), pp.19-42.

Thöni, A. and Tjoa, A. (2017). Information technology for sustainable supply chain

management: a literature survey. Enterprise Information Systems, 11(6), pp.828-858.

Threlkel, M. and Kavan, C. (1999). From traditional EDI to Internet-based EDI: managerial

considerations. Journal of Information Technology, 14(4), pp.347-360.

Tipping, A. and Kauschke, P. (2016). The future of logistics industry. Future Insight. [online]

PwC. Available at: https://www.pwc.com/gx/en/transportation-logistics/pdf/the-future-of-the-

logistics-industry.pdf [Accessed 25 Oct. 2018].

Trapero, J., Kourentzes, N. and Fildes, R. (2012). Impact of information exchange on

supplier forecasting performance. Omega, 40(6), pp.738-747.

Valverde, R. and Saadé, R. (2015). The Effect of E-Supply Chain Management Systems in

the North American Electronic Manufacturing Services Industry. Journal of theoretical and

applied electronic commerce research, 10(1), pp.79-98.

Williams, C. (2017). Future Of Retail: Drones To Play A Big Role In The Next 10 To 20

Years. [online] Forbes. Available at: https://www.forbes.com/sites/bisnow/2017/07/06/future-

of-retail-drones-to-play-a-big-role-in-the-next-10-to-20-years/#2cfd5e5e3eb2 [Accessed 4

Nov. 2018].

Wong, J. (2017). Delivery robots: a revolutionary step or sidewalk-clogging nightmare?.

[online] The Guardian. Available at:

https://www.theguardian.com/technology/2017/apr/12/delivery-robots-doordash-yelp-

sidewalk-problems [Accessed 2 Nov. 2018].

Zhou, W., Chong, A., Zhen, C. and Bao, H. (2018). E-Supply Chain Integration Adoption:

Examination of Buyer–Supplier Relationships. Journal of Computer Information Systems,

58(1), pp.58-65.