报童实验的元分析:重新审视拉向中心不对称性

A Meta‐Analysis of Newsvendor Experiments: Revisiting the Pull‐to‐Center Asymmetry

Production and Operations Management · 2018
被引 76
FT 50UTD 24ABS 4

中文导读

对24篇报童决策实验论文进行元分析,确认拉向中心效应稳定存在,但高利润与低利润条件下的不对称性因研究而异,受损失概率、缺货成本呈现方式和决策支持系统等因素影响。

Abstract

The field of behavioral operations has produced a rich tradition of experiments in newsvendor decision‐making. Our study provides a meta‐analysis of 24 papers in this research area; we confirm that the pull‐to‐center (PtC) effect, where average order quantities in a sample lie in between average demand and optimal order quantities, is a very stable observable phenomenon across studies. However, we also show that the asymmetry in the PtC effect between high‐margin and low‐margin conditions varies significantly from study to study; factors that allow predicting the extent and direction of the PtC asymmetry include the likelihood of obtaining losses, the way underage costs are presented to subjects, and the existence of a decision support system. We validate these factors using a controlled experiment. In conclusion, the PtC asymmetry appears less as a fundamental attribute of human behavior, but rather as a function of the design aspects of the experiment.

行为运筹报童模型元分析实验经济学