面向异质性时间敏感型顾客的动态定价

Dynamic Pricing for Heterogeneous Time-Sensitive Customers

Manufacturing & Service Operations Management · 2020
被引 50
FT 50UTD 24ABS 3

中文导读

研究了顾客在初始估值和估值随时间衰减速率上均存在差异时,企业如何通过动态定价和延迟分配来最大化利润并提升社会福利,即使没有需求不确定性也能获益。

Abstract

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.

收益管理动态定价机制设计消费者异质性