管理研究中的离散选择实验

Discrete Choice Experiments in Management Research

ORGANIZATIONAL RESEARCH METHODS · 2026
被引 0
人大 A-ABS 4

中文导读

澄清了离散选择实验(DCE)与联合分析等方法的区别,提供最佳实践指南,并通过系统文献综述和演示实验帮助管理研究者掌握这一方法以获取严谨的实证证据。

Abstract

Discrete choice experiments (DCEs) are a promising yet underutilized research method that can provide rigorous empirical evidence about the microfoundations of choice. This method has potential applications in many areas of management research. While DCE methods are similar to conjoint analysis and policy capturing, they are conceptually and methodologically distinct and deliver unique and valuable results that can—in the right contexts—improve external validity. This paper disambiguates DCE from related methods and provides detailed guidance on best practices for conducting DCE research, with emphasis on the elements of experimental design and analysis that are unique to DCEs. Based on a systematic literature review, we identify several emergent and canonical research domains within management where DCE methods could be used to generate novel theoretical and empirical insights. We supplement this review and best-practice guidance with a demonstration experiment and provide all the code and documentation needed for researchers to conduct DCEs with skill and confidence.

管理研究方法微观基础实验设计实证研究