适度一切:饱足模型的基础与应用

Everything in Moderation: Foundations and Applications of the Satiation Model

Management Science · 2020
被引 16
人大 A+FT50UTD24ABS 4*

中文导读

提出饱足模型的新公理体系,展示如何用消费率估计偏好参数,并给出饱足下体验服务最优设计的混合整数线性规划,对管理决策有用。

Abstract

Models in which current utility depends solely on current consumption (a.k.a. time-separable preferences) are widely acknowledged to be unrealistic, especially when attempting to describe preferences over consumption rates. Alternatively, one may stipulate that instant utility also depends on a state, for example, some stock of past consumption. Escaping the gravitational pull of time separability, however, is difficult because (1) the behavioral axioms that characterize the state and the instant utility are not known, (2) how to elicit the preference parameters—most notably the initial level of the state and the decay rate—is not known, and (3) managerial applications where state-dependent preferences produce interesting insights and solutions are scarce. This paper makes advances on these three fronts by proposing a novel set of axioms that characterize the satiation model, a proof of concept on how to elicit all preference parameters using consumption rates, and a mixed-integer linear formulation to solve the optimal design of experiential services under satiation. Our preferences introduce a de-satiation motive, absent in separable preferences, and we explore how to optimally manage this motive. This paper was accepted by David Simchi-Levi, decision analysis.

饱和模型状态依赖偏好去饱和动机体验服务设计