Pricing When Customers Have Limited Attention

Tamer Boyacı, Yalçın Akçay
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引用次数: 31

Abstract

We study the optimal pricing problem of a firm facing customers with limited attention and capability to process information about the value (quality) of the offered products. We model customer choice based on the theory of rational inattention in the economics literature, which enables us to capture not only the impact of true qualities and prices, but also the intricate effects of customer’s prior beliefs and cost of information acquisition and processing. We formulate the firm’s price optimization problem and characterize the pricing and revenue implications of customer’s limited attention. We test the robustness of our results under various modelling generalizations such as prices signaling quality and customer heterogeneity, and study extensions such as multiple products, competition, and joint inventory and pricing decisions. We also show that using alternative pricing policies that ignore the limited attention of customers or their ability to allocate this attention judiciously can potentially lead to significant profit losses for the firm. We discuss the managerial implications of our key findings and prescribe insights regarding information provision and product positioning.
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顾客注意力有限时的定价
我们研究了一个企业面对顾客的最优定价问题,顾客的注意力和处理有关所提供产品的价值(质量)信息的能力有限。我们基于经济学文献中的理性不注意理论对消费者选择进行建模,这使我们不仅能够捕捉到真实质量和价格的影响,而且还能够捕捉到消费者先验信念和信息获取和处理成本的复杂影响。我们制定了公司的价格优化问题,并描述了客户有限注意力对定价和收入的影响。我们在各种模型概括(如价格信号质量和客户异质性)和研究扩展(如多种产品、竞争、联合库存和定价决策)下测试了结果的稳健性。我们还表明,使用替代定价政策,忽略客户有限的注意力或他们明智地分配这种注意力的能力,可能会导致公司的重大利润损失。我们讨论了我们的主要发现的管理意义,并规定了有关信息提供和产品定位的见解。
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