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Examining price and service competition among retailers in a supply chain under potential demand disruption

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  • Ali, Syed Mithun
  • Rahman, Md. Hafizur
  • Tumpa, Tasmia Jannat
  • Moghul Rifat, Abid Ali
  • Paul, Sanjoy Kumar

Abstract

Supply chain disruptions management has attracted significant attention among researchers and practitioners. The paper aims to examine the effect of potential market demand disruptions on price and service level for competing retailers. To investigate the effect of potential demand disruptions, we consider both a centralized and a decentralized supply chain structure. To analyze the decentralized supply chain, the Manufacturing Stackelberg (MS) game theoretical approach was undertaken. The analytical results were tested using several numerical analyses. It was shown that price and service level investment decisions are significantly influenced by demand disruptions to retail markets. For example, decentralized decision makers tend to lower wholesale and retail prices under potential demand disruptions, whereas a proactive retailer needs to increase service level with an increased level of possible disruptions. This research may aid managers to analyze disruptions prone market and to make appropriate decision for price and service level. The manufacturer or the retailers will also be able to better determine when to close a market based on the proposed analysis by considering anticipated disruptions. The benefits and usefulness of the proposed approach are explained through a real-life case adopted from a toy supply chain in Bangladesh.

Suggested Citation

  • Ali, Syed Mithun & Rahman, Md. Hafizur & Tumpa, Tasmia Jannat & Moghul Rifat, Abid Ali & Paul, Sanjoy Kumar, 2018. "Examining price and service competition among retailers in a supply chain under potential demand disruption," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 40-47.
  • Handle: RePEc:eee:joreco:v:40:y:2018:i:c:p:40-47
    DOI: 10.1016/j.jretconser.2017.08.025
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    as
    1. Gabaix, Xavier & Laibson, David & Li, Deyuan & Li, Hongyi & Resnick, Sidney & de Vries, Casper G., 2016. "The impact of competition on prices with numerous firms," Journal of Economic Theory, Elsevier, vol. 165(C), pages 1-24.
    2. Kaufmann, Robert K., 2016. "Price differences among crude oils: The private costs of supply disruptions," Energy Economics, Elsevier, vol. 56(C), pages 1-8.
    3. Anderson, Edward J. & Bao, Yong, 2010. "Price competition with integrated and decentralized supply chains," European Journal of Operational Research, Elsevier, vol. 200(1), pages 227-234, January.
    4. Olivier Gu'eant & Charles-Albert Lehalle & Joaquin Fernandez Tapia, 2011. "Dealing with the Inventory Risk. A solution to the market making problem," Papers 1105.3115, arXiv.org, revised Aug 2012.
    5. Nagurney, Anna & Saberi, Sara & Shukla, Shivani & Floden, Jonas, 2015. "Supply chain network competition in price and quality with multiple manufacturers and freight service providers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 77(C), pages 248-267.
    6. Ante Farm, 2017. "Pricing and price competition in consumer markets," Journal of Economics, Springer, vol. 120(2), pages 119-133, March.
    7. Tiaojun Xiao & Gang Yu & Zhaohan Sheng & Yusen Xia, 2005. "Coordination of a Supply Chain with One-Manufacturer and Two-Retailers Under Demand Promotion and Disruption Management Decisions," Annals of Operations Research, Springer, vol. 135(1), pages 87-109, March.
    8. Lu, Jye-Chyi & Tsao, Yu-Chung & Charoensiriwath, Chayakrit, 2011. "Competition under manufacturer service and retail price," Economic Modelling, Elsevier, vol. 28(3), pages 1256-1264, May.
    9. Xiao, Tiaojun & Qi, Xiangtong & Yu, Gang, 2007. "Coordination of supply chain after demand disruptions when retailers compete," International Journal of Production Economics, Elsevier, vol. 109(1-2), pages 162-179, September.
    10. Kumar, Anil & Luthra, Sunil & Khandelwal, Dinesh Kumar & Mehta, Rajneesh & Chaudhary, Nityanand & Bhatia, Sukhdev, 2017. "Measuring and improving customer retention at authorised automobile workshops after free services," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 93-102.
    11. Liu, Zugang & Nagurney, Anna, 2011. "Supply chain outsourcing under exchange rate risk and competition," Omega, Elsevier, vol. 39(5), pages 539-549, October.
    12. Murali, S. & Pugazhendhi, S. & Muralidharan, C., 2016. "Modelling and Investigating the relationship of after sales service quality with customer satisfaction, retention and loyalty – A case study of home appliances business," Journal of Retailing and Consumer Services, Elsevier, vol. 30(C), pages 67-83.
    13. Paul, Sanjoy Kumar & Sarker, Ruhul & Essam, Daryl, 2014. "Managing real-time demand fluctuation under a supplier–retailer coordinated system," International Journal of Production Economics, Elsevier, vol. 158(C), pages 231-243.
    14. Tadeusz Sawik, 2017. "A portfolio approach to supply chain disruption management," International Journal of Production Research, Taylor & Francis Journals, vol. 55(7), pages 1970-1991, April.
    15. Chowdhury, Md. Maruf Hossan & Quaddus, Mohammed A., 2015. "A multiple objective optimization based QFD approach for efficient resilient strategies to mitigate supply chain vulnerabilities: The case of garment industry of Bangladesh☆,☆☆☆This manuscript was pro," Omega, Elsevier, vol. 57(PA), pages 5-21.
    16. Xiao, Tiaojun & Qi, Xiangtong, 2008. "Price competition, cost and demand disruptions and coordination of a supply chain with one manufacturer and two competing retailers," Omega, Elsevier, vol. 36(5), pages 741-753, October.
    17. Wenlong Chai & Huijun Sun & Wei Wang & Jianjun Wu, 2013. "Price Competition Model in Centralized and Decentralized Supply Chains with Demand Disruption," Springer Books, in: Zhenji Zhang & Runtong Zhang & Juliang Zhang (ed.), Liss 2012, edition 127, pages 1025-1031, Springer.
    18. Yu, Yugang & Chu, Feng & Chen, Haoxun, 2009. "A Stackelberg game and its improvement in a VMI system with a manufacturing vendor," European Journal of Operational Research, Elsevier, vol. 192(3), pages 929-948, February.
    19. Willart, Sylvain P.C., 2015. "Price competition in retailing: The importance of the price density function," Journal of Retailing and Consumer Services, Elsevier, vol. 26(C), pages 125-132.
    20. Fornari, Daniele & Fornari, Edoardo & Grandi, Sebastiano & Menegatti, Mario, 2016. "Leading national brands facing store brands competition: Is price competitiveness the only thing that matters?," Journal of Retailing and Consumer Services, Elsevier, vol. 30(C), pages 234-241.
    21. Kim, Kyoung-Kuk & Park, Kun Soo, 2014. "Transferring and sharing exchange-rate risk in a risk-averse supply chain of a multinational firm," European Journal of Operational Research, Elsevier, vol. 237(2), pages 634-648.
    22. Sarkar, Dev Narayan & Kundu, Kaushik & Roy Chaudhuri, Himadri, 2016. "Constructing a conceptual model of purchase behaviour of village shopkeepers – a study of small rural retailers in Eastern India," Journal of Retailing and Consumer Services, Elsevier, vol. 28(C), pages 1-16.
    23. Chen, Kebing & Xiao, Tiaojun, 2009. "Demand disruption and coordination of the supply chain with a dominant retailer," European Journal of Operational Research, Elsevier, vol. 197(1), pages 225-234, August.
    24. Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
    25. Yang, Dong & Jiao, Jianxin (Roger) & Ji, Yangjian & Du, Gang & Helo, Petri & Valente, Anna, 2015. "Joint optimization for coordinated configuration of product families and supply chains by a leader-follower Stackelberg game," European Journal of Operational Research, Elsevier, vol. 246(1), pages 263-280.
    26. Heckmann, Iris & Comes, Tina & Nickel, Stefan, 2015. "A critical review on supply chain risk – Definition, measure and modeling," Omega, Elsevier, vol. 52(C), pages 119-132.
    27. Brian Tomlin, 2006. "On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks," Management Science, INFORMS, vol. 52(5), pages 639-657, May.
    28. Cardinali, Maria Grazia & Bellini, Silvia, 2014. "Interformat competition in the grocery retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 21(4), pages 438-448.
    29. Andy A. Tsay & Narendra Agrawal, 2000. "Channel Dynamics Under Price and Service Competition," Manufacturing & Service Operations Management, INFORMS, vol. 2(4), pages 372-391, August.
    30. William Ho & Tian Zheng & Hakan Yildiz & Srinivas Talluri, 2015. "Supply chain risk management: a literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 53(16), pages 5031-5069, August.
    31. Hua, Guowei & Wang, Shouyang & Cheng, T.C.E., 2010. "Price and lead time decisions in dual-channel supply chains," European Journal of Operational Research, Elsevier, vol. 205(1), pages 113-126, August.
    32. Faisal Aqlan & Sarah S. Lam, 2015. "Supply chain risk modelling and mitigation," International Journal of Production Research, Taylor & Francis Journals, vol. 53(18), pages 5640-5656, September.
    33. Li Li & Li Jiang & Liming Liu, 2012. "Service and Price Competition When Customers Are Naive," Production and Operations Management, Production and Operations Management Society, vol. 21(4), pages 747-760, July.
    34. Yang, Shan-Lin & Zhou, Yong-Wu, 2006. "Two-echelon supply chain models: Considering duopolistic retailers' different competitive behaviors," International Journal of Production Economics, Elsevier, vol. 103(1), pages 104-116, September.
    35. Tang, Ou & Nurmaya Musa, S., 2011. "Identifying risk issues and research advancements in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 133(1), pages 25-34, September.
    36. Pal, Brojeswar & Sana, Shib Sankar & Chaudhuri, Kripasindhu, 2012. "A multi-echelon supply chain model for reworkable items in multiple-markets with supply disruption," Economic Modelling, Elsevier, vol. 29(5), pages 1891-1898.
    37. Lu, Jye-Chyi & Tsao, Yu-Chung & Charoensiriwath, Chayakrit & Dong, Ming, 2012. "Dynamic decision-making in a two-stage supply chain with repeated transactions," International Journal of Production Economics, Elsevier, vol. 137(2), pages 211-225.
    38. Bo He & He Huang & Kaifu Yuan, 2016. "Managing supply disruption through procurement strategy and price competition," International Journal of Production Research, Taylor & Francis Journals, vol. 54(7), pages 1980-1999, April.
    39. Chen, Xu & Wang, Xiaojun & Chan, Hing Kai, 2017. "Manufacturer and retailer coordination for environmental and economic competitiveness: A power perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 97(C), pages 268-281.
    40. Yang, Shilei & Shi, Chunming (Victor) & Zhang, Yibin & Zhu, Jing, 2014. "Price competition for retailers with profit and revenue targets," International Journal of Production Economics, Elsevier, vol. 154(C), pages 233-242.
    41. Paul, Sanjoy Kumar & Sarker, Ruhul & Essam, Daryl, 2014. "Real time disruption management for a two-stage batch production–inventory system with reliability considerations," European Journal of Operational Research, Elsevier, vol. 237(1), pages 113-128.
    42. Sarker, Ruhul & Essam, Daryl, 2017. "A quantitative model for disruption mitigation in a supply chainAuthor-Name: Paul, Sanjoy Kumar," European Journal of Operational Research, Elsevier, vol. 257(3), pages 881-895.
    43. Y. Wang, 2006. "Price competition in the chinese pharmaceutical market," International Journal of Health Economics and Management, Springer, vol. 6(2), pages 119-129, June.
    44. Zhang Guoxing & Fang Shuai & Lai Kin Keung, 2015. "Game Analysis in a Dual Channels System with Different Power Structures and Service Provision," Journal of Systems Science and Information, De Gruyter, vol. 3(6), pages 513-524, December.
    45. Jabbarzadeh, Armin & Fahimnia, Behnam & Sheu, Jiuh-Biing & Moghadam, Hani Shahmoradi, 2016. "Designing a supply chain resilient to major disruptions and supply/demand interruptions," Transportation Research Part B: Methodological, Elsevier, vol. 94(C), pages 121-149.
    46. Schmitt, Thomas G. & Kumar, Sanjay & Stecke, Kathryn E. & Glover, Fred W. & Ehlen, Mark A., 2017. "Mitigating disruptions in a multi-echelon supply chain using adaptive ordering," Omega, Elsevier, vol. 68(C), pages 185-198.
    47. Xiao, Tiaojun & Yu, Gang, 2006. "Supply chain disruption management and evolutionarily stable strategies of retailers in the quantity-setting duopoly situation with homogeneous goods," European Journal of Operational Research, Elsevier, vol. 173(2), pages 648-668, September.
    48. Huang, Wei & Swaminathan, Jayashankar M., 2009. "Introduction of a second channel: Implications for pricing and profits," European Journal of Operational Research, Elsevier, vol. 194(1), pages 258-279, April.
    49. Cao, Erbao & Wan, Can & Lai, Mingyong, 2013. "Coordination of a supply chain with one manufacturer and multiple competing retailers under simultaneous demand and cost disruptions," International Journal of Production Economics, Elsevier, vol. 141(1), pages 425-433.
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