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Manufacturer encroachment and channel conflicts: A systematic review of the literature

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  • Tahirov, Nail
  • Glock, Christoph H.

Abstract

To reach more customers, many manufacturers utilize multiple distribution channels consisting of a direct and an indirect sales channel. In particular, the strong growth of internet sales (or e-commerce) has driven companies to redesign their distribution channels to take advantage of the opportunities e-commerce offers. Opening a direct sales channel, however, also leads to managerial challenges. The most significant one is channel conflicts that manufacturers encounter when adding a direct channel to an existing traditional channel. Manufacturers that engage in direct selling may compete with their extant independent retailers. Competition between manufacturers and retailers starts when the former intrude into the market (segment) that was traditionally served by the retailers via manufacturer-owned stores and online sales, which is commonly referred to as manufacturer or supplier encroachment. This paper aims to provide a systematic and exhaustive review of multi-channel distribution systems in a combined forward and reverse supply chain where the manufacturer competes with its independently-owned intermediaries (retailers or wholesalers). First, to organize our discussion, all works obtained during the literature search were classified and evaluated in accordance with a proposed conceptual framework. The paper then discusses the sampled works and evaluates possible research gaps. Finally, based on the analysis of the literature, managerial implications and promising future research directions are proposed.

Suggested Citation

  • Tahirov, Nail & Glock, Christoph H., 2022. "Manufacturer encroachment and channel conflicts: A systematic review of the literature," European Journal of Operational Research, Elsevier, vol. 302(2), pages 403-426.
  • Handle: RePEc:eee:ejores:v:302:y:2022:i:2:p:403-426
    DOI: 10.1016/j.ejor.2021.12.006
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    1. Michaela Draganska & Daniel Klapper & Sofia B. Villas-Boas, 2010. "A Larger Slice or a Larger Pie? An Empirical Investigation of Bargaining Power in the Distribution Channel," Marketing Science, INFORMS, vol. 29(1), pages 57-74, 01-02.
    2. K. Sudhir & Vrinda Kadiyali & Vithala R. Rao, 2001. "Structural Analysis of Manufacturer Pricing in the Presence of a Strategic Retailer," Yale School of Management Working Papers ysm229, Yale School of Management.
    3. Albert Ha & Xiaoyang Long & Javad Nasiry, 2016. "Quality in Supply Chain Encroachment," Manufacturing & Service Operations Management, INFORMS, vol. 18(2), pages 280-298, May.
    4. Yue, Xiaohang & Liu, John, 2006. "Demand forecast sharing in a dual-channel supply chain," European Journal of Operational Research, Elsevier, vol. 174(1), pages 646-667, October.
    5. Cai, Gangshu (George), 2010. "Channel Selection and Coordination in Dual-Channel Supply Chains," Journal of Retailing, Elsevier, vol. 86(1), pages 22-36.
    6. Gan, Shu-San & Pujawan, I. Nyoman & Suparno, & Widodo, Basuki, 2017. "Pricing decision for new and remanufactured product in a closed-loop supply chain with separate sales-channel," International Journal of Production Economics, Elsevier, vol. 190(C), pages 120-132.
    7. Hsieh, Chung-Chi & Chang, Yih-Long & Wu, Cheng-Han, 2014. "Competitive pricing and ordering decisions in a multiple-channel supply chain," International Journal of Production Economics, Elsevier, vol. 154(C), pages 156-165.
    8. Verhoef, Peter C. & Kannan, P.K. & Inman, J. Jeffrey, 2015. "From Multi-Channel Retailing to Omni-Channel Retailing," Journal of Retailing, Elsevier, vol. 91(2), pages 174-181.
    9. Yan, Bo & Wang, Tao & Liu, Yan-ping & Liu, Yang, 2016. "Decision analysis of retailer-dominated dual-channel supply chain considering cost misreporting," International Journal of Production Economics, Elsevier, vol. 178(C), pages 34-41.
    10. Chen, Jing & Zhang, Hui & Sun, Ying, 2012. "Implementing coordination contracts in a manufacturer Stackelberg dual-channel supply chain," Omega, Elsevier, vol. 40(5), pages 571-583.
    11. Sun, Xiaojie & Tang, Wansheng & Chen, Jing & Li, Sa & Zhang, Jianxiong, 2019. "Manufacturer encroachment with production cost reduction under asymmetric information," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 191-211.
    12. Benrong Zheng & Chao Yang & Jun Yang & Min Zhang, 2017. "Dual-channel closed loop supply chains: forward channel competition, power structures and coordination," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3510-3527, June.
    13. Batarfi, R & Jaber, M. Y. & Glock, C. H., 2019. "Pricing and inventory decisions in a dual channel supply chain with learning and forgetting," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 115510, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    14. Wang, Wei & Li, Gang & Cheng, T.C.E., 2016. "Channel selection in a supply chain with a multi-channel retailer: The role of channel operating costs," International Journal of Production Economics, Elsevier, vol. 173(C), pages 54-65.
    15. Lipan Feng & Yongjian Li & Fangchao Xu & Qianzhou Deng, 2019. "Optimal pricing and trade-in policies in a dual-channel supply chain when considering market segmentation," International Journal of Production Research, Taylor & Francis Journals, vol. 57(9), pages 2828-2846, May.
    16. Batarfi, R. & Jaber, M. Y. & Glock, C. H., 2019. "Pricing and inventory decisions in a dual channel supply chain with learning and forgetting," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 115735, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    17. Rohm, Andrew J. & Swaminathan, Vanitha, 2004. "A typology of online shoppers based on shopping motivations," Journal of Business Research, Elsevier, vol. 57(7), pages 748-757, July.
    18. Matsui, Kenji, 2016. "Asymmetric product distribution between symmetric manufacturers using dual-channel supply chains," European Journal of Operational Research, Elsevier, vol. 248(2), pages 646-657.
    19. Qinghua Li & Bo Li & Ping Chen & Pengwen Hou, 2017. "Dual-channel supply chain decisions under asymmetric information with a risk-averse retailer," Annals of Operations Research, Springer, vol. 257(1), pages 423-447, October.
    20. Li, Bo & Jiang, Yushan, 2019. "Impacts of returns policy under supplier encroachment with risk-averse retailer," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 104-115.
    21. T. M. Rofin & Biswajit Mahanty, 2018. "Optimal dual-channel supply chain configuration for product categories with different customer preference of online channel," Electronic Commerce Research, Springer, vol. 18(3), pages 507-536, September.
    22. Anil Arya & Brian Mittendorf & David E. M. Sappington, 2007. "The Bright Side of Supplier Encroachment," Marketing Science, INFORMS, vol. 26(5), pages 651-659, 09-10.
    23. Liu, Mengqi & Cao, Erbao & Salifou, Coulibaly Kigbajah, 2016. "Pricing strategies of a dual-channel supply chain with risk aversion," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 90(C), pages 108-120.
    24. Li, Hai & Leng, Kaijun & Qing, Qiankai & Zhu, Stuart X., 2018. "Strategic interplay between store brand introduction and online direct channel introduction," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 272-290.
    25. Li Qiu-xiang & Zhang Yu-hao & Huang Yi-min, 2018. "The Complexity Analysis in Dual-Channel Supply Chain Based on Fairness Concern and Different Business Objectives," Complexity, Hindawi, vol. 2018, pages 1-13, May.
    26. Kay-Yut Chen & Murat Kaya & Özalp Özer, 2008. "Dual Sales Channel Management with Service Competition," Manufacturing & Service Operations Management, INFORMS, vol. 10(4), pages 654-675, June.
    27. Hamed Jafari & Seyed Reza Hejazi & Morteza Rasti-Barzoki, 2016. "Pricing Decisions in Dual-Channel Supply Chain Including Monopolistic Manufacturer and Duopolistic Retailers: A Game-Theoretic Approach," Journal of Industry, Competition and Trade, Springer, vol. 16(3), pages 323-343, September.
    28. Xiong, Yu & Yan, Wei & Fernandes, Kiran & Xiong, Zhong-Kai & Guo, Nian, 2012. "“Bricks vs. Clicks”: The impact of manufacturer encroachment with a dealer leasing and selling of durable goods," European Journal of Operational Research, Elsevier, vol. 217(1), pages 75-83.
    29. Sarv Devaraj & Ming Fan & Rajiv Kohli, 2002. "Antecedents of B2C Channel Satisfaction and Preference: Validating e-Commerce Metrics," Information Systems Research, INFORMS, vol. 13(3), pages 316-333, September.
    30. Daozhi Zhao & Zhibao Li, 2018. "The impact of manufacturer’s encroachment and nonlinear production cost on retailer’s information sharing decisions," Annals of Operations Research, Springer, vol. 264(1), pages 499-539, May.
    31. Cao, Wen & Jiang, Bo & Zhou, Deming, 2010. "The effects of demand uncertainty on channel structure," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1471-1488, December.
    32. Juan Yu & Mi Gan & Shaoquan Ni & Dingjun Chen, 2018. "Multi-objective models and real case study for dual-channel FAP supply chain network design with fuzzy information," Journal of Intelligent Manufacturing, Springer, vol. 29(2), pages 389-403, February.
    33. Amy David & Elodie Adida, 2015. "Competition and Coordination in a Two-Channel Supply Chain," Production and Operations Management, Production and Operations Management Society, vol. 24(8), pages 1358-1370, August.
    34. Sibley, David S. & Weisman, Dennis L., 1998. "Raising rivals' costs: The entry of an upstream monopolist into downstream markets," Information Economics and Policy, Elsevier, vol. 10(4), pages 451-470, December.
    35. Raza, Syed Asif & Govindaluri, Srikrishna Madhumohan, 2019. "Pricing strategies in a dual-channel green supply chain with cannibalization and risk aversion," Operations Research Perspectives, Elsevier, vol. 6(C).
    36. Cai, Gangshu (George) & Zhang, Zhe George & Zhang, Michael, 2009. "Game theoretical perspectives on dual-channel supply chain competition with price discounts and pricing schemes," International Journal of Production Economics, Elsevier, vol. 117(1), pages 80-96, January.
    37. Dumrongsiri, Aussadavut & Fan, Ming & Jain, Apurva & Moinzadeh, Kamran, 2008. "A supply chain model with direct and retail channels," European Journal of Operational Research, Elsevier, vol. 187(3), pages 691-718, June.
    38. Wei-yu Kevin Chiang & Dilip Chhajed & James D. Hess, 2003. "Direct Marketing, Indirect Profits: A Strategic Analysis of Dual-Channel Supply-Chain Design," Management Science, INFORMS, vol. 49(1), pages 1-20, January.
    39. K. Sudhir, 2001. "Structural Analysis of Manufacturer Pricing in the Presence of a Strategic Retailer," Marketing Science, INFORMS, vol. 20(3), pages 244-264, October.
    40. Wenfang Shang & Lei Yang, 2015. "Contract negotiation and risk preferences in dual-channel supply chain coordination," International Journal of Production Research, Taylor & Francis Journals, vol. 53(16), pages 4837-4856, August.
    41. He, Bo & Gupta, Varun & Mirchandani, Prakash, 2021. "Online selling through O2O platform or on your own? Strategic implications for local Brick-and-Mortar stores," Omega, Elsevier, vol. 103(C).
    42. Li, Bo & Hou, Peng-Wen & Chen, Ping & Li, Qing-Hua, 2016. "Pricing strategy and coordination in a dual channel supply chain with a risk-averse retailer," International Journal of Production Economics, Elsevier, vol. 178(C), pages 154-168.
    43. S. Saha & S.P. Sarmah & Ilkyeong Moon, 2016. "Dual channel closed-loop supply chain coordination with a reward-driven remanufacturing policy," International Journal of Production Research, Taylor & Francis Journals, vol. 54(5), pages 1503-1517, March.
    44. Khouja, Moutaz & Park, Sungjune & Cai, Gangshu (George), 2010. "Channel selection and pricing in the presence of retail-captive consumers," International Journal of Production Economics, Elsevier, vol. 125(1), pages 84-95, May.
    45. Xie, JiaPing & Liang, Ling & Liu, LuHao & Ieromonachou, Petros, 2017. "Coordination contracts of dual-channel with cooperation advertising in closed-loop supply chains," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 528-538.
    46. 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.
    47. Vrinda Kadiyali & Pradeep Chintagunta & Naufel Vilcassim, 2000. "Manufacturer-Retailer Channel Interactions and Implications for Channel Power: An Empirical Investigation of Pricing in a Local Market," Marketing Science, INFORMS, vol. 19(2), pages 127-148, September.
    48. Agatz, Niels A.H. & Fleischmann, Moritz & van Nunen, Jo A.E.E., 2008. "E-fulfillment and multi-channel distribution - A review," European Journal of Operational Research, Elsevier, vol. 187(2), pages 339-356, June.
    49. Farnaz Barzinpour & Peyman Taki, 2018. "A dual-channel network design model in a green supply chain considering pricing and transportation mode choice," Journal of Intelligent Manufacturing, Springer, vol. 29(7), pages 1465-1483, October.
    50. Beck, Norbert & Rygl, David, 2015. "Categorization of multiple channel retailing in Multi-, Cross-, and Omni†Channel Retailing for retailers and retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 27(C), pages 170-178.
    51. Xu, Guangye & Dan, Bin & Zhang, Xumei & Liu, Can, 2014. "Coordinating a dual-channel supply chain with risk-averse under a two-way revenue sharing contract," International Journal of Production Economics, Elsevier, vol. 147(PA), pages 171-179.
    52. Kaiying Cao & Ping He & Zhixin Liu, 2020. "Production and pricing decisions in a dual-channel supply chain under remanufacturing subsidy policy and carbon tax policy," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 71(8), pages 1199-1215, August.
    53. Christian F. Durach & Joakim Kembro & Andreas Wieland, 2017. "A New Paradigm for Systematic Literature Reviews in Supply Chain Management," Journal of Supply Chain Management, Institute for Supply Management, vol. 53(4), pages 67-85, October.
    54. Andy A. Tsay, 1999. "The Quantity Flexibility Contract and Supplier-Customer Incentives," Management Science, INFORMS, vol. 45(10), pages 1339-1358, October.
    55. Takahashi, Katsuhiko & Aoi, Takahiko & Hirotani, Daisuke & Morikawa, Katsumi, 2011. "Inventory control in a two-echelon dual-channel supply chain with setup of production and delivery," International Journal of Production Economics, Elsevier, vol. 133(1), pages 403-415, September.
    56. Zhang, Jianxiong & Li, Sa & Zhang, Shichen & Dai, Rui, 2019. "Manufacturer encroachment with quality decision under asymmetric demand information," European Journal of Operational Research, Elsevier, vol. 273(1), pages 217-236.
    57. Mohammad Anisur Rahman & Md. Aminul Islam & Bushra Humyra Esha & Nahida Sultana & Sujan Chakravorty, 2018. "Consumer buying behavior towards online shopping: An empirical study on Dhaka city, Bangladesh," Cogent Business & Management, Taylor & Francis Journals, vol. 5(1), pages 1514940-151, January.
    58. Kevin Chiang, Wei-yu & Monahan, George E., 2005. "Managing inventories in a two-echelon dual-channel supply chain," European Journal of Operational Research, Elsevier, vol. 162(2), pages 325-341, April.
    59. Nekoiemehr, Nooshin & Zhang, Guoqing & Selvarajah, Esaignani, 2019. "Due date quotation in a dual-channel supply chain," International Journal of Production Economics, Elsevier, vol. 215(C), pages 102-111.
    60. Wei, Ying & Li, Feng, 2020. "Omnichannel supply chain operations for luxury products with conspicuous consumers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 137(C).
    61. Zhou, Yong-Wu & Guo, Jinsen & Zhou, Wenhui, 2018. "Pricing/service strategies for a dual-channel supply chain with free riding and service-cost sharing," International Journal of Production Economics, Elsevier, vol. 196(C), pages 198-210.
    62. Du, Yiwei & Cui, Miao & Su, Jingqin, 2018. "Implementation processes of online and offline channel conflict management strategies in manufacturing enterprises: A resource orchestration perspective," International Journal of Information Management, Elsevier, vol. 39(C), pages 136-145.
    63. Arshinder & Kanda, Arun & Deshmukh, S.G., 2008. "Supply chain coordination: Perspectives, empirical studies and research directions," International Journal of Production Economics, Elsevier, vol. 115(2), pages 316-335, October.
    64. Xie, Wenming & Jiang, Zhibin & Zhao, Yingxue & Hong, Junjie, 2014. "Capacity planning and allocation with multi-channel distribution," International Journal of Production Economics, Elsevier, vol. 147(PA), pages 108-116.
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