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Liu, H. Application of Value Stream Mapping in E-Commerce. Encyclopedia. Available online: https://encyclopedia.pub/entry/18866 (accessed on 18 May 2024).
Liu H. Application of Value Stream Mapping in E-Commerce. Encyclopedia. Available at: https://encyclopedia.pub/entry/18866. Accessed May 18, 2024.
Liu, Hongrui. "Application of Value Stream Mapping in E-Commerce" Encyclopedia, https://encyclopedia.pub/entry/18866 (accessed May 18, 2024).
Liu, H. (2022, January 27). Application of Value Stream Mapping in E-Commerce. In Encyclopedia. https://encyclopedia.pub/entry/18866
Liu, Hongrui. "Application of Value Stream Mapping in E-Commerce." Encyclopedia. Web. 27 January, 2022.
Application of Value Stream Mapping in E-Commerce
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In recent years, the e-commerce market has grown significantly, and the online retail market has become very competitive. Online retailers strive to improve their supply chain operations to reduce costs and to improve customer satisfaction. Value stream mapping (VSM), a tool created by the lean production movement to identify and reduce errors, losses, and lead time and to improve value-added activities, has been proven to be effective in many manufacturing processes. In this study, we investigate the application of value stream mapping (VSM) in the supply chain of an e-commerce retailer on Amazon. By visualizing the entire supply chain with VSM, the waste that is produced during the delivery process from the retailer to the customer was identified. 

e-commerce supply chain value stream mapping customer satisfaction cost reduction

1. Introduction

E-commerce has been the fastest-growing channel in the retail industry over the last decade, and online buying and selling have become increasingly prevalent [1][2]. The coronavirus pandemic 2019 (COVID-19) has changed people’s life profoundly, and e-commerce has played an even more important role in maintaining the economic health of society [3]. Euromonitor estimates that 17% of goods will be bought online in 2021, nearly doubling from 2016. In 2020, the amount of goods bought online globally grew by 24%, reaching a total of USD 4.2 trillion worldwide, while stored-based sales declined by 7% [4]. With e-commerce, not only can buyers enjoy the convenience of buying items anytime, anywhere, but online channels also offer great opportunities for the retailers to sell their products directly to customers all over the world without the need for a physical store [5][6]. The advantages are even more obvious in the current pandemic situation, when shopping at physical stores is not convenient. At the same time, e-commerce has increased competition, as more businesses choose to sell their products online [7][8][9]. Online retailers face some unique challenges compared to those selling their products using the traditional brick-and-mortar selling model. For example, the delivery time is usually long, customer service is difficult since there is no direct interaction with the customer, and the product, information, and fund transactions heavily rely on e-marketplace platforms and third-party logistics. To remain competitive in the market, it is important for online retailers to understand their supply chain issues and to manage their supply chain effectively in order to reduce costs and to improve customer satisfaction [10][11].
A typical supply chain includes multiple stages, ranging from suppliers, manufacturers, distributors, retailers, and finally, to customers. In the e-commerce supply chain, an additional party may be needed to operate an e-marketplace. The different supply chain stages are interconnected to coordinate in terms of the exchange of products, information, and funds to meet the needs of customers [12][13][14]. If issues are present at any stage in the supply chain, then they could weaken the advantages of e-commerce and block the development of innovation [15]. A systematic view and analysis of all of the activities that are involved will be helpful in identifying issues and in ensuring effective coordination and integration in the supply chain to reduce costs and improve profitability [16][17].
Value stream mapping (VSM) is a lean methodology that can be used to systematically measure, evaluate, and integrate all of the activities that are involved in production processes to achieve a competitive advantage by reducing errors, losses, and lead-time and to improve value-added activities [18]. VSM was originally developed with the lean production movement and has mostly been used in the manufacturing industry. The concept of lean production was introduced by John Krafcik in 1988 [19] and James P. Womack in 1990 [20] as a management principle to elaborate the manufacturing method used by the Toyota Production System (TPS). This management principle has been recognized for its effectiveness in productivity, continuous improvement, product quality, and timely delivery to customers [21][22][23]. It utilizes graphical tools to show the key elements of a production system as well as the flow of materials and information in the production process. By helping us to understand how activities and operations are connected, VSM lays a basis for the process to be analyzed and drives improvement [24][25]. As the core idea of lean production is maximizing customer value while minimizing waste, which is the same as supply chain management in terms of its philosophical and operational goals and perspectives, we propose to investigate the application of VSM in the analysis of supply chain in e-commerce.
In this paper, the application of VSM in the e-commerce supply chain is explored through a carefully selected e-retailer from Shenzhen, China. The entire supply chain of this e-retailer is visualized using VSM to identify waste. The five whys method is then used to determine the root cause of the waste. The five whys s method is an iterative interrogative technique that can be used to seek the root cause of a problem by asking increasingly granular why questions [26]. Furthermore, a two-stage scoring method based on fuzzy set theory is developed to evaluate and compare the advantages and disadvantages of two different supply chain operation models in order to identify a strategy for improvement. The supply chain process under the new operating model is again visualized using VSM to compare it to the original one. The cost advantage and improvement in the supply chain process are analyzed.
The contribution of this work includes (1) the investigation and adaptation of the application of the lean tool, VSM, in the e-commerce supply chain to systematically assess and analyze the entire supply chain process, from suppliers to customers, to identify potential waste; (2) the integration of the five whys method with VSM to identify the root cause of waste; and (3) the development of a two-stage scoring method to evaluate different operation models. The research provides a systematic approach that can be used to access, evaluate, and improve the e-commerce supply chain that can be applied to all common e-businesses.

2. History

Supply chain management in e-commerce has attracted the attention of professionals and managers worldwide since the 1990s and has been investigated in a number of publications [27]. Early studies on the e-commence supply chain were focused on the structure in creating and implementing an integrated e-supply chain system [28][29][30]. Research then shifted to the operation and management of the e-supply chain after e-commerce merged into the retail market and became more mature. For example, shipping costs and free shipping policies for online retailers were studied in [31][32]. The practical operation of e-procurement was studied in [33][34]. Transportation costs were identified as being a critical part of the total logistic costs in e-commerce, and an efficient intermodal transportation auction was proposed in [35]. Channel selection with multiple selling channels and pricing strategies were investigated in [36]. The online scheduling of order batching and delivery were examined in [37]. The influence of consumer channel loyalty and the market power structure on the pricing strategies of online selling was investigated in [38]. The impact of knowledge management and organizational innovativeness on e-commerce supply chain performance was examined in [39][40]. Reference [41] studied the decision-making and coordination of an e-commerce supply chain with manufacturer fairness concerns. The implementation status of e-commerce and e-health in the United Kingdom is reviewed in [42]. The e-banking market in Europe was explored in [43]. A recent survey paper by Kumar [44] showed that e-commerce research is expanding to embrace emerging tools, business models, and applications focusing on the vibrant growth in e-commerce. Existing studies on e-commerce supply chain management are mostly focused on a specific issue or stage of the supply chain. There is a lack of a systematic methodology that can be used to assess and evaluate the entire e-commerce supply chain process and to drive improvement.
VSM utilizes graphical tools to show information flow and material flow from raw materials to the deliveries, which provides a systematic view of the processes that are involved in completing a product or a service and drives improvement [18]. VSM is a lean production methodology that was made popular by Rother and Shook in 1999 [45]. As the lean concept is originated from the manufacturing industry, early studies related to VSM focused on theories and practical procedures of VSM in manufacturing sector applications [18][46][47]. Inspired by the VSM research in the manufacturing sector and the effectiveness of the methodology, research efforts have implemented VSM in other sectors to achieve improvements in productivity [48]. For example, the application of VSM is explored in the product development process to identify waste, inefficiency, and non-value-added steps [49]. VSM is used to improve environmental sustainability [50][51][52]. VSM has attracted a great deal of interest in a wide range of service sectors to improve health care efficiency [53][54] and sales processes [55]. The graphical view of VSM helps to understand the processes that are involved in providing a product or service to identify waste, while the five whys method can be used to drill down the root cause of waste. The five whys method is the practice of asking the question of why something is how it is five or more in order to arrive at the root cause of the failure [56]. The method was originally developed by Sakichi Toyoda and was used in the Toyota Motor Corporation during the evolution of its manufacturing methodologies [56][57]. Since then, the method has been widely used in different problem domains because it is very intuitive, easy to apply, and has great adaptivity. The details of the methodology and its implementation procedures can be found in many Lean and Six Sigma handbooks [56]. The five whys method has been proven to be effective in identifying the root causes of failures in many manufacturing and service sector case studies [57][58][59][60][61][62][63].

3. Findings

Recently, e-commerce has become one of the most important pillars of the economy, and the e-commerce supply chain is continuously being improved to increase efficiency and to reduce costs. One important part of successful supply chain management is the ability to visualize each link in the supply chain [64][65]. In this paper, we developed an easy-to-follow methodology to systematically assess, evaluate, and the improve e-commerce supply chain by utilizing VSM. The methodology has some novel features that contribute to the existing research and industry practitioners.
First, the methodology integrates VSM, the five why method, and a scoring system into a systematic tool that visualizes supply chain process, identifies waste and root causes and provides solutions for industry practitioners.
Second, a two-stage scoring method was designed to evaluate the supply chain operation options. The first stage of the scoring system utilizes fuzzy set theory that allows the importance of the logistic factors to be expressed as a range between 0 and 1, which is more practical. The key factors that were identified in the first stage are mapped to service features offered by different logistic operation models. This makes the service features more intuitive to business managers who may have limited knowledge of detailed logistic terms and facilitates the final evaluation of each logistic operation model. A simple yet effective four-quadrant scoring methodology was then used in the second stage to obtain final scores for different logistic operation models. The methodology is demonstrated through a typical Amazon e-retailer case study. The parties and activities involved, the links in-between, and the flow of information and products in the supply chain process are visualized through the construction of the VSM. The entire supply chain process flow is better understood, and the potential waste is easily identified. The root cause of the waste was then determined using the five whys method. The two-stage scoring method was used to evaluate and compare two logistic models to identify a strategy for improvement. The methodology is effective in improving e-commerce supply chain efficiency, customer satisfaction, and cost reductions.

References

  1. Gregory, G.D.; Ngo, L.V.; Karavdic, M. Developing e-commerce marketing capabilities and efficiencies for enhanced performance in business-to-business export ventures. Ind. Mark. Manag. 2019, 78, 146–157.
  2. Forbes. Available online: https://www.forbes.com/sites/michelleevans1/2021/03/25/global-e-commerce-market-to-expand-by-us1-trillion-by-2025/?sh=13ef9bd76cc0 (accessed on 28 November 2021).
  3. Lim, W.M. History, lessons, and ways forward from the COVID-19 pandemic. Int. J. Qual. Innov. 2021, 5, 101–108.
  4. Forbes. Available online: https://www.forbes.com/sites/michelleevans1/2021/01/19/five-e-commerce-trends-that-will-change-retail-in-2021/?sh=6d7b24e81435 (accessed on 28 November 2021).
  5. Rahimzadeh, F.; Heydari, M. A review of ecommerce competitive advantages in international trade. UJMAS 2017, 5, 79–85.
  6. Sabou, S.; Avram-Pop, B.; Zima, L.A. The impact of the problems faced by online customers on ecommerce. Stud. Univ. Babes-Bolyai Oecon. 2016, 62, 77–88.
  7. Bradlow, E.T.; Gangwar, M.; Kopalle, P.; Voleti, S. The role of big data and predictive analytics in retailing. J. Retail. 2017, 93, 79–95.
  8. Xu, X.; Munson, C.L.; Zeng, S. The impact of e-service offerings on the demand of online customers. Int. J. Prod. Econ. 2017, 184, 231–244.
  9. Sharma, A.; Liu, H.; Liu, H. Best Seller Rank (BSR) to Sales: An empirical look at Amazon. com. In Proceedings of the 2020 IEEE 20th International Conference on Software Quality, Reliability and Security, Macau, China, 11–14 December 2020.
  10. Varoutsa, E.; Scapens, R.W. The governance of inter-organisational relationships during different supply chain maturity phases. Ind. Mark. Manag. 2015, 46, 68–82.
  11. Tang, X.; Wang, G. Design and analysis of e-commerce and modern logistics for regional economic integration in wireless networks. EURASIP J. Wirel. Commun. Netw. 2020, 2020, 208.
  12. Mentzer, J.T.; DeWitt, W.; Keebler, J.S.; Min, S.; Nix, N.W.; Smith, C.D.; Zacharia, Z.G. Defining supply chain management. J. Bus. Logist. 2011, 22, 1–25.
  13. Chopra, S.; Meindl, P. Supply Chain Management: Strategy, Planning, and Operation, 6th ed.; Pearson: New York, NY, USA, 2014.
  14. Christopher, M. Logistics & Supply Chain Management: Logistics & Supply Chain Management, 5th ed.; FT Press: Upper Saddle River, NJ, USA, 2016.
  15. Ricker, F.; Kalakota, R. Order fulfillment: The hidden key to e-commerce success. Supply Chain Manag. Rev. 1999, 11, 60–70.
  16. Lambert, D.M.; Cooper, M.C. Issues in supply chain management. Ind. Mark. Manag. 2000, 29, 65–83.
  17. Rashid, K.; Aslam, M.M.H. Business excellence through total supply chain quality management. Asian J. Qual. 2012, 13, 309–324.
  18. Forno, A.J.D.; Pereira, F.A.; Forcellini, F.A.; Kipper, L.M. Value stream mapping: A study about the problems and challenges found in the literature from the past 15 years about application of Lean tools. Int. J. Adv. Manuf. Syst. 2014, 72, 779–790.
  19. Krafcik, J.F. Triumph of the Lean Production System. MIT Sloan Manag. Rev. 1988, 30, 41–52.
  20. Womack, J.P.; Jones, D.T.; Roos, D. The Machine That Changed the World; Rawson Associate: New York, NY, USA, 1990.
  21. Womack, J.P.; Jones, D.T. Lean Thinking: Banish Waste and Create Wealth in your Corporation, 2nd ed.; Free Press: New York, NY, USA, 2003.
  22. Alukal, G. Lean kaizen in the 21st century. Qual. Prog. 2007, 40, 69–70.
  23. Shah, R.; Ward, P.T. Defining and developing measures of lean production. J. Oper. Manag. 2007, 25, 785–805.
  24. Shararah, M.A. A value stream map in motion. Ind. Engi. 2013, 45, 46–50.
  25. Martin, K.; Osterling, M. Value Stream Mapping: How to Visualize Work and Align Leadership for Organizational Transformation, 1st ed.; McGraw-Hill Education: New York, NY, USA, 2013.
  26. Council for Six Sigma Certification; Setter, C.J. Six Sigma: A Complete Step-by-Step Guide: A Complete Training & Reference Guide for White Belts, Yellow Belts, Green Belts, and Black Belts; The Council for Six Sigma Certification: Buffalo, NY, USA, 2018.
  27. Dos Santos, V.F.; Sabino, L.R.; Morais, G.M.; Gonçalves, C.A. E-commerce: A short history follow-up on possible trends. Int. J. Bus. 2017, 8, 130–138.
  28. Pant, S.; Sethi, R.; Bhandari, M. Making sense of the e-supply chain landscape: An implementation framework. J. Inf. Manag. 2003, 23, 201–221.
  29. Sherer, S.A. From supply-chain management to value network advocacy: Implications for e-supply chains. J. Supply Chain Manag. 2005, 10, 77–83.
  30. Chiang, W.K.; Monahan, G.E. Managing inventories in a two-echelon dual-channel supply chain. Eur. J. Oper. Res. 2005, 162, 325–341.
  31. Boone, T.; Ganeshan, R. Exploratory analysis of free shipping policies of online retailers. Int. J. Prod. Econ. 2013, 143, 627–632.
  32. Shao, X.F. Free or calculated shipping: Impact of delivery cost on supply chains moving to online retailing. Int. J. Prod. Econ. 2017, 191, 267–277.
  33. Piera, C.; Roberto, C.; Giuseppe, C.; Teresa, M. E-procurement and e-supply chain: Features and development of e-collaboration. IERI Procedia 2014, 6, 8–14.
  34. Li, J.; Ghadge, A.; Tiwari, M.K. Impact of replenishment strategies on supply chain performance under e-shopping scenario. Comput. Ind. Eng. 2016, 102, 78–87.
  35. Xu, S.X.; Cheng, M.; Huang, G.Q. Efficient intermodal transportation auctions for b2b e-commerce logistics with transaction costs. Transport. Res. B-Meth. 2015, 80, 322–337.
  36. Wang, W.; Li, G.; Cheng, T.C.E. Channel Selection in a Supply Chain with a Multi-Channel Retailer: The Role of Channel Operating Costs. Int. J. Prod. Econ. 2016, 173, 54–65.
  37. Zhang, J.; Wang, X.; Huang, K. Integrated on-line scheduling of order batching and delivery under b2c ecommerce. Comput. Ind. Eng. 2016, 94, 280–289.
  38. Zhao, J.; Hou, X.; Guo, Y.; Wei, J. Pricing policies for complementary products in a dual-channel supply chain. Appl. Math. Model. 2017, 49, 437–451.
  39. Byukusenge, E.; Munene, J.C. Knowledge management and business performance: Does innovation matter? Cogent Bus. Manag. 2017, 4, 1368434.
  40. Lestari, S.D.; Putra, A.H.P.K.; Muhdaliha, E. E-commerce performance based on knowledge management and organizational innovativeness. Distr. Sci. Res. 2020, 18, 49–58.
  41. Wang, Y.; Yu, Z.; Shen, L. Study on the decision-making and coordination of an e-commerce supply chain with manufacturer fairness concerns. Int. J. Prod. Res. 2019, 57, 2788–2808.
  42. Fedushko, S.; Shevchuk, L.; Poritska, A.; Kravets, R.; Tymovchak-Maksymets, O. E-Commerce and E-Health Strategies and Implementation Activities in the United Kingdom: Review Study. In Proceedings of the CEUR Workshop Proceedings. Vol-2647: Proceedings of the International Conference on Rural and Elderly Health Informatics (IREHI 2019), Dakar, Senegal, 4–6 December 2019.
  43. Syerov, Y.; Somych, N.; Ortynskyy, V.; Zakharchenko, A.; Lozynska, I. E-banking: Commerce and Legal Aspects. In Proceedings of the CEUR Workshop Proceedings. Vol-2824: Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), Bratislava, Slovak Republic, 5 March 2021.
  44. Kumar, S.; Lim, W.M.; Pandey, N.; Westland, J.C. 20 years of Electronic Commerce Research. Electron. Commer. Res. 2021, 21, 1–40.
  45. Rother, M.; Shook, J. Learning to See: Value Stream Mapping to Add Value and Eliminate Muda, 1st ed.; Lean Enterprise Institute: Boston, MA, USA, 1999.
  46. Singh, B.; Garg, S.K.; Sharma, S.K. Value stream mapping: Literature review and implications for Indian industry. Int. J. Adv. Manuf. Syst. 2011, 53, 799–809.
  47. Klimecka-Tatar, D. Analysis and improvement of business processes management–based on value stream mapping (vsm) in manufacturing companies. Pol. J. Manag. Stud. 2021, 23, 213.
  48. Shou, W.; Wang, J.; Wu, P.; Wang, X.; Chong, H. A cross-sector review on the use of value stream mapping. Int. J. Prod. Res. 2017, 55, 3906–3928.
  49. Tyagi, S.; Choudhary, A.; Cai, X.; Yang, K. Value stream mapping to reduce the lead-time of a product development process. Int. J. Prod. Econ. 2015, 160, 202–212.
  50. Rosenbaum, S.; Toledo, M.; González, V. Improving environmental and production performance in construction projects using value-stream mapping: Case study. J. Constr. Eng. Manag. 2013, 140, 04013045.
  51. Muñoz-Villamizar, A.; Santos, J.; Garcia-Sabater, J.J.; Lleo, A.; Grau, P. Green value stream mapping approach to improving productivity and environmental performance. Int. J. Product. Perform. Manag. 2019, 68, 608–625.
  52. Schoeman, Y.; Oberholster, P.; Somerset, V. Value stream mapping as a supporting management tool to identify the flow of industrial waste: A case study. Sustainability 2021, 13, 91.
  53. Santos, A.C.S.G.D.; Reis, A.D.C.; Souza, C.G.; Santos, C.; Ferreria, I.L.; Figueiredo, L.A. The first evidence about conceptual vs analytical lean healthcare research studies. J. Health Organ. Manag. 2020, 34, 789–806.
  54. Marin-Garcia, J.A.; Vidal-Carreras, P.I.; Garcia-Sabater, J.J. The role of value stream mapping in healthcare services: A scoping review. Int. J. Environ. Res. Public Health 2021, 18, 951.
  55. Barber, C.S.; Tietje, B.C. A Research Agenda for Value Stream Mapping the Sales Process. J. Pers. Sell. Sales Manag. 2008, 28, 155–165.
  56. The Innovation Tools Handbook, Volume 1: Organizational and Operational Tools, Methods, and Techniques That Every Innovator Must Know; CRC Press: London, UK, 2016.
  57. Serrat, O. Knowledge Solutions: Tools, Methods, and Approaches to Drive, 1st ed.; Springer Nature: Singapore, 2017.
  58. Card, A.J. The problem with ‘5 whys’. BMJ Qual. Saf. 2017, 26, 671–677.
  59. Murugaiah, U.; Benjamin, J.; Marathamuthu, M.S.; Muthaiyah, S. Scrap loss reduction using the 5-whys analysis. Int. J. Qual. Reliab. 2010, 27, 527–540.
  60. Ding, S.H.; Muhammad, N.A.; Zulkurnaini, N.H.; Khaider, A.N.; Kamaruddin, S. Production system improvement by integration of fmea with 5-whys analysis. Adv. Mat. Res. 2013, 748, 1203–1207.
  61. Benjamin, S.J.; Marathamuthu, M.S.; Murugaiah, U. The use of 5-WHYs technique to eliminate OEE’s speed loss in a manufacturing firm. J. Qual. Maint. Eng. 2015, 21, 419–435.
  62. Braglia, M.; Frosolini, M.; Gallo, M. SMED enhanced with 5-Whys analysis to improve set-up reduction programs: The SWAN approach. Int. J. Adv. Manuf. Techno. 2017, 90, 1845–1855.
  63. George, A.; Ranjha, S.; Kulkarni, A. Enhanced problem solving through redefined 8D step completion criteria. Qual. Eng. 2021, 33, 695–711.
  64. Suarez-Barraza, M.F.; Miguel-Davila, J.-Á.; Vasquez-García, C.F. Supply chain value stream mapping: A new tool of operation management. Int. J. Qual. Reliab. Manag. 2016, 33, 518–534.
  65. Neboha, E. E-commerce as a form of economic relationships of entrepreneurship subjects in the network economy. Econ. Ecol. Socium 2018, 2, 43–51.
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