在线平台定价中的消费者粘性建模

IF 6 2区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Nina Yan, Tingting Tong, Gangshu (George) Cai
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引用次数: 0

摘要

在中国最大的在线零售商京东的运营实践的激励下,我们的研究深入探讨了消费者粘性现象。它衡量的是消费者对某一特定产品保持忠诚的可能性,即使在暂时没有重点产品的情况下,也不会购买替代产品。基于京东的真实数据,我们发现消费者粘性对在线销售有显著的正向影响,这也证明了我们在理论分析中需求函数的公式是正确的。具体而言,我们采用博弈论的方法分析了垄断市场和竞争市场中消费者粘性对两期定价策略的影响。研究发现,将消费者粘性纳入定价策略会导致差异化的定价策略,低质量的产品会在第二阶段降低价格,而高质量的产品会提高价格。在具有高质量产品的垄断性市场和具有高市场潜力的竞争性市场,粘性提高了总销售额。此外,在大小市场条件下,粘性有助于增加收入,改善消费者剩余和社会福利,强调其对定价和福利结果的战略重要性。这些发现为在线平台竞争的动态提供了有价值的见解,并强调了消费者粘性在影响定价和平台收入方面的战略意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling consumer stickiness in online platform pricing
Motivated by the operational practice of JD.com, China’s largest online retailer, our study delves into the phenomenon of consumer stickiness. It measures the probability that consumers will remain loyal to a specific product, refraining from purchasing alternatives, even in the temporary absence of the focal product. Based on real data from JD.com, we show that consumer stickiness has a significantly positive impact on online sales, which is used to justify our formulation of the demand function in theoretical analysis. Specifically, we adopt a game-theoretical approach to analyze the impact of consumer stickiness on two-period pricing strategies in monopolistic and competitive markets. Findings reveal that incorporating consumer stickiness leads to differentiated pricing strategies, with low-quality products reducing prices in the second period and high-quality products increasing them. Stickiness enhances total sales in monopolistic markets with high-quality products and in competitive markets with high market potential. Furthermore, stickiness contributes to increased revenue and improvements in consumer surplus and social welfare under large or small market conditions, underscoring its strategic importance for pricing and welfare outcomes. These findings contribute valuable insights into the dynamics of online platform competition and highlight the strategic implications of consumer stickiness in influencing pricing and platform revenue.
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来源期刊
European Journal of Operational Research
European Journal of Operational Research 管理科学-运筹学与管理科学
CiteScore
11.90
自引率
9.40%
发文量
786
审稿时长
8.2 months
期刊介绍: The European Journal of Operational Research (EJOR) publishes high quality, original papers that contribute to the methodology of operational research (OR) and to the practice of decision making.
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