Behavioral Anomalies in Consumer Wait-or-Buy Decisions and Their Implications for Markdown Management

• 成果类型: Article
• 署名作者: Baucells, Manel; Osadchiy, Nikolay; Ovchinnikov, Anton
• 署名单位: University of Virginia; Emory University; Queens University - Canada
• 刊物名称: OPERATIONS RESEARCH
• ISSN/ISSBN: 0030-364X
• DOI: 10.1287/opre.2016.1547
• 发表日期: 2017
• 页码: 357-378
• 关键词: dynamic pricing strategies; revenue management; prospect-theory; probability; PRODUCTS; time; RISK

摘要

The decision to buy an item at a regular price or wait for a possible markdown involves a multidimensional trade-off between the value of the item, the delay in getting it, the likelihood of getting it, and the magnitude of the price discount. Such trade-offs are prone to behavioral anomalies by which human decision makers deviate from the discounted expected utility model. We build an axiomatic preference model that accounts for three well-known anomalies and produces a parsimonious generalization of discounted expected utility. We then plug this behavioral model into a Stackelberg-Nash game between a firm that decides the price discount and a continuum of consumers who decide to wait or buy, anticipating other consumers' decisions and the resultant likelihood of product availability. We solve the markdown management problem and contrast the results of our model with those under discounted expected utility. We analytically show that accounting for the behavioral anomalies can result in larger markdowns and higher revenue. Finally, we calibrate our model via a laboratory experiment and validate its predictions out-of-sample.