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Optimal contracts with moral hazard and adverse selection in a live streaming commerce market

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  • Zhang, Yanfen
  • Xu, Qi
  • Zhang, Guoqing

Abstract

Live streaming commerce, as a new online selling channel, is increasingly gaining popularity and creating a vast market worth. Many brand suppliers are entrusting streamers to recommend their products via this channel. However, the cooperation between brand suppliers and streamers may not always achieve a win-win situation due to moral hazard and adverse selection problems, which has largely been ignored in previous studies. To address this gap, we develop two game models based on the Principal-agent theory to design incentive contracts under the streamer's influence and recommendation effort information asymmetry and investigate the price discount decisions in a live streaming commerce supply chain. The findings revealed that the equilibrium contracts depend on the prior beliefs that the brand suppliers hold on the streamers' influence. The information rent held by the high-influence streamers is unavoidable because of the information gap between the brand suppliers and streamers. Under double information asymmetry, brand suppliers maintain the unit commission and price discount for high-influence streamers unchanged while decreasing the unit commission and increasing the price discount for low-influence streamers. An important implication for brand suppliers is that they can obtain more benefits by cooperating with high-influence streamers who require low-price discounts.

Suggested Citation

  • Zhang, Yanfen & Xu, Qi & Zhang, Guoqing, 2023. "Optimal contracts with moral hazard and adverse selection in a live streaming commerce market," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
  • Handle: RePEc:eee:joreco:v:74:y:2023:i:c:s0969698923001662
    DOI: 10.1016/j.jretconser.2023.103419
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    as
    1. Zhang, Tao & Tang, Zhongjun, 2023. "Should manufacturers open live streaming shopping channels?," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    2. Wongkitrungrueng, Apiradee & Assarut, Nuttapol, 2020. "The role of live streaming in building consumer trust and engagement with social commerce sellers," Journal of Business Research, Elsevier, vol. 117(C), pages 543-556.
    3. Myerson, Roger B, 1979. "Incentive Compatibility and the Bargaining Problem," Econometrica, Econometric Society, vol. 47(1), pages 61-73, January.
    4. Yang, Xiao & Liu, Ying & Dong, Jichang & Li, Sirui, 2023. "Impact of streamers’ characteristics on sales performance of search and experience products: Evidence from Douyin," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    5. Tong, Xinjia & Chen, Yuangao & Zhou, Shasha & Yang, Shuiqing, 2022. "How background visual complexity influences purchase intention in live streaming: The mediating role of emotion and the moderating role of gender," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    6. Meng, Lu (Monroe) & Duan, Shen & Zhao, Yijun & Lü, Kevin & Chen, Siyun, 2021. "The impact of online celebrity in livestreaming E-commerce on purchase intention from the perspective of emotional contagion," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    7. Elisabetta Iossa & David Martimort, 2011. "The Theory of Incentives Applied to the Transport Sector," Chapters, in: André de Palma & Robin Lindsey & Emile Quinet & Roger Vickerman (ed.), A Handbook of Transport Economics, chapter 29, Edward Elgar Publishing.
    8. Arora, Anuja & Bansal, Shivam & Kandpal, Chandrashekhar & Aswani, Reema & Dwivedi, Yogesh, 2019. "Measuring social media influencer index- insights from facebook, Twitter and Instagram," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 86-101.
    9. Elitzur, Ramy & Gavious, Arieh & Wensley, Anthony K.P., 2012. "Information systems outsourcing projects as a double moral hazard problem," Omega, Elsevier, vol. 40(3), pages 379-389.
    10. Ma, Xuejing & Wang, Zetao & Liu, Hongju, 2022. "Do long-life customers pay more in pay-what-you-want pricing? Evidence from live streaming," Journal of Business Research, Elsevier, vol. 142(C), pages 998-1009.
    11. Zike Cao & Kai-Lung Hui & Hong Xu, 2018. "When Discounts Hurt Sales: The Case of Daily-Deal Markets," Information Systems Research, INFORMS, vol. 29(3), pages 567-591, September.
    12. Liu, Haoyu & Tan, Kim Hua & Pawar, Kulwant, 2022. "Predicting viewer gifting behavior in sports live streaming platforms: The impact of viewer perception and satisfaction," Journal of Business Research, Elsevier, vol. 144(C), pages 599-613.
    13. Zhou, Rui & Liao, Yi & Shen, Wenjing & Yang, Shilei, 2020. "Channel selection and fulfillment service contracts in the presence of asymmetric service information," International Journal of Production Economics, Elsevier, vol. 222(C).
    14. Fangruo Chen, 2005. "Salesforce Incentives, Market Information, and Production/Inventory Planning," Management Science, INFORMS, vol. 51(1), pages 60-75, January.
    15. Holmstrom, Bengt & Milgrom, Paul, 1987. "Aggregation and Linearity in the Provision of Intertemporal Incentives," Econometrica, Econometric Society, vol. 55(2), pages 303-328, March.
    16. Wang, Xin & Tao, Zhiying & Liang, Liang & Gou, Qinglong, 2019. "An analysis of salary mechanisms in the sharing economy: The interaction between streamers and unions," International Journal of Production Economics, Elsevier, vol. 214(C), pages 106-124.
    17. Gottlieb, Daniel & Moreira, Humberto, 2022. "Simple contracts with adverse selection and moral hazard," Theoretical Economics, Econometric Society, vol. 17(3), July.
    18. Hanyang Luo & Sijia Cheng & Wanhua Zhou & Sumin Yu & Xudong Lin, 2021. "A Study on the Impact of Linguistic Persuasive Styles on the Sales Volume of Live Streaming Products in Social E-Commerce Environment," Mathematics, MDPI, vol. 9(13), pages 1-21, July.
    19. Xiao, Quan & Wan, Shanshan & Zhang, Xing & Siponen, Mikko & Qu, Lu & Li, Xia, 2022. "How consumers’ perceptions differ towards the design features of mobile live streaming shopping platform: A mixed-method investigation of respondents from Taobao Live," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    20. Christopher S. Armstrong & David F. Larcker & Che-Lin Su, 2010. "Endogenous Selection and Moral Hazard in Compensation Contracts," Operations Research, INFORMS, vol. 58(4-part-2), pages 1090-1106, August.
    21. Xianghua Lu & Sulin Ba & Lihua Huang & Yue Feng, 2013. "Promotional Marketing or Word-of-Mouth? Evidence from Online Restaurant Reviews," Information Systems Research, INFORMS, vol. 24(3), pages 596-612, September.
    22. Haoyu Liu & Shulin Liu, 2021. "Optimal decisions and coordination of live streaming selling under revenue‐sharing contracts," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(4), pages 1022-1036, June.
    23. Yang, Xiaolin & Gou, Qinglong & Wang, Xin & Zhang, Juzhi, 2022. "Does bonus motivate streamers to perform better? An analysis of compensation mechanisms for live streaming platforms," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    24. Philippon, Thomas & Schnabl, Philipp, 2011. "Informational Rents, Macroeconomic Rents, and Efficient Bailouts," CEPR Discussion Papers 8216, C.E.P.R. Discussion Papers.
    25. Park, Hyun Jung & Lin, Li Min, 2020. "The effects of match-ups on the consumer attitudes toward internet celebrities and their live streaming contents in the context of product endorsement," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    26. Huaxia Rui & Guoming Lai, 2015. "Sourcing with Deferred Payment and Inspection under Supplier Product Adulteration Risk," Production and Operations Management, Production and Operations Management Society, vol. 24(6), pages 934-946, June.
    27. Shijie Lu & Dai Yao & Xingyu Chen & Rajdeep Grewal, 2021. "Do Larger Audiences Generate Greater Revenues Under Pay What You Want? Evidence from a Live Streaming Platform," Marketing Science, INFORMS, vol. 40(5), pages 964-984, September.
    28. Albert Y. Ha, 2001. "Supplier‐buyer contracting: Asymmetric cost information and cutoff level policy for buyer participation," Naval Research Logistics (NRL), John Wiley & Sons, vol. 48(1), pages 41-64, February.
    29. Zhang, Peilin & Chao, Chih-Wei (Fred) & Chiong, Raymond & Hasan, Najmul & Aljaroodi, Hussain M. & Tian, Feng, 2023. "Effects of in-store live stream on consumers’ offline purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    30. Yaping Wu & Yijuan Chen & Sanxi Li, 2018. "Optimal compensation rule under provider adverse selection and moral hazard," Health Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 509-524, March.
    31. Zhang, Jianqiang & Cao, Qingning & He, Xiuli, 2019. "Contract and product quality in platform selling," European Journal of Operational Research, Elsevier, vol. 272(3), pages 928-944.
    32. Kang, Kai & Lu, Jinxuan & Guo, Lingyun & Li, Wenlu, 2021. "The dynamic effect of interactivity on customer engagement behavior through tie strength: Evidence from live streaming commerce platforms," International Journal of Information Management, Elsevier, vol. 56(C).
    33. Dennis J. Zhang & Hengchen Dai & Lingxiu Dong & Fangfang Qi & Nannan Zhang & Xiaofei Liu & Zhongyi Liu & Jiang Yang, 2020. "The Long-term and Spillover Effects of Price Promotions on Retailing Platforms: Evidence from a Large Randomized Experiment on Alibaba," Management Science, INFORMS, vol. 66(6), pages 2589-2609, June.
    34. Ji, Guojun & Fu, Tianyu & Li, Shuhao, 2023. "Optimal selling format considering price discount strategy in live-streaming commerce," European Journal of Operational Research, Elsevier, vol. 309(2), pages 529-544.
    35. Mao, Zhaofang & Du, Zelin & Yuan, Ruiying & Miao, Qiqi, 2022. "Short-term or long-term cooperation between retailer and MCN? New launched products sales strategies in live streaming e-commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
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