零售平台的信息共享

Zekun Liu, Dennis J. Zhang, Fuqiang Zhang
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引用次数: 73

摘要

问题定义:本文研究了一个零售平台的信息共享策略,该平台上有多个相互竞争的卖家销售他们的产品。学术/实践相关性:由于零售平台近年来的快速发展,信息共享已经成为一个越来越重要的问题,因为零售平台可以收集大量的消费者信息,而这些信息可能对卖家来说是不可见的。了解如何与这些卖家分享这些信息将从理论和实践的角度提供有用的启示。方法:我们开发了一个博弈论模型,其中多个卖家通过销售可替代产品在零售平台上进行古诺竞争,平台对每笔交易收取佣金。该平台拥有优越的需求信息,在与卖家共享信息时可以控制准确程度。结果:我们发现平台有分享信息的动机,这种分享对平台和所有卖家都是有利的。在非对称信息共享格式下,平台的最优策略是选择一组卖家,并与他们如实共享信息。在对称共享格式下,平台必须对所有卖家使用相同的精度级别和相同的信息集,从而有动机降低共享信息的准确性。此外,我们确定了一个简单的定价机制,可以实现最佳的信息共享结果。管理启示:这项研究强调了考虑信息共享对零售平台与竞争卖家的影响的重要性。本文还提出了一种简单的单一价格机制来实现最优共享策略。这些结果可以为平台管理人员更好地设计信息共享服务提供有用的指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Information Sharing on Retail Platforms
Problem definition : This paper studies the information-sharing strategy for a retail platform on which multiple competing sellers distribute their products. Academic/practical relevance : Because of the rapid growth of retail platforms in recent years, information sharing has become an increasingly important issue because retail platforms can gather an enormous amount of consumer information that may not be visible to the sellers. Understanding how to share such information with those sellers will provide useful implications from both the theoretical and practical perspectives. Methodology : We develop a game-theoretic model where multiple sellers engage in Cournot competition on a retail platform by selling substitutable products, and the platform charges a commission fee for each transaction. The platform owns superior demand information and can control the accuracy level when sharing the information with the sellers. Results : We find that the platform has incentives to share the information, and such sharing is beneficial both to the platform and to all sellers. Under the asymmetric information-sharing format, the optimal strategy for the platform is to select a subgroup of sellers and truthfully share information with them. Under the symmetric sharing format, the platform must use the same accuracy level and the same set of information for all sellers, and thus has incentives to reduce the accuracy of the shared information. Moreover, we identify a simple pricing mechanism that can achieve the optimal information-sharing outcome. Managerial implications : This research highlights the importance of considering the impact of information sharing for a retail platform with competing sellers. It also proposes a simple, single-price mechanism to implement the optimal sharing strategy. These results could provide useful guidelines for platform managers to better design their information-sharing services.
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