异构时间敏感型客户的动态定价

Negin Golrezaei, Hamid Nazerzadeh, R. Randhawa
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引用次数: 31

摘要

问题定义:收益管理领域的一个核心问题是在战略客户面前为商品定价。当顾客对商品的初始估价和他们的时间敏感性是异质的时候,我们研究了这个问题——也就是说,顾客的初始估价和他们的初始估价随购买延迟而降低的比率都是不同的。学术/实践相关性:在许多情况下,特别是在时尚和电子零售中,客户对产品的评价是时间敏感的,并随着时间的推移而降低。在这些情况下,消费者不仅在首次向市场推出这些产品时的最初支付意愿不同,而且在对这些产品失去兴趣的速度上也不同。我们表明,当企业在这样的环境中销售产品时,即使在没有需求不确定性的情况下,也可以通过纳入动态定价来实现显著的收益。方法:动态机制设计。结果:我们描述了当客户的初始估值和初始估值下降率不同时,销售耐用品的最佳机制。研究表明,延迟分配和动态定价可以成为企业利润最大化的有效筛选工具,也可以增加社会福利。我们还研究了生产成本和持有成本对最优机制的影响。管理意义:我们的工作表明,企业如何利用客户具有时间敏感性估值和前瞻性的情况,通过创造额外收入和改善社会福利来实现双赢。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Pricing for Heterogeneous Time-Sensitive Customers
Problem definition : A core problem in the area of revenue management is pricing goods in the presence of strategic customers. We study this problem when customers are heterogeneous with respect to their initial valuations for the good and their time sensitivities—that is, the customers differ in both their initial valuations and the rates at which their initial valuation decreases with a delay in the purchase. Academic/practical relevance : In many settings, especially in fashion and electronic retail, a customer’s valuation for the product is time-sensitive and decreases over time. In these situations, customers are not only different in terms of their initial willingness to pay for these products when they are first introduced to the market, but they are also different in terms of how rapidly they lose interest in these products. We show that when a firm sells products in such settings, it can realize significant benefits by incorporating dynamic pricing, even in the absence of demand uncertainty. Methodology : Dynamic mechanism design. Results : We characterize the optimal mechanism for selling durable goods when the customers differ in both their initial valuations and the rates at which their initial valuation decreases. We show that delayed allocation and dynamic pricing can be effective screening tools for maximizing firm profit and can also increase social welfare. We also investigate the impact of production and holding costs on the optimal mechanism. Managerial implications : Our work shows how firms can exploit scenarios in which their customers have time-sensitive valuations and are forward-looking to achieve a win–win, by both generating additional revenue and improving social welfare.
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