运营管理中的实地实验

Field experiments in operations management

JOURNAL OF OPERATIONS MANAGEMENT · 2023
被引 33
人大 AFT50UTD24ABS 4*

中文导读

综述了运营管理领域利用实地实验研究因果关系的文献,提供了从设计、实施到分析的全流程指南,并指出了未来研究方向。

Abstract

Abstract While the field experiment is a powerful and well‐established method to investigate causal relationships, operations management (OM) has embraced this methodology only in recent years. This paper provides a comprehensive review of the existing OM literature leveraging field experiments. It also serves as a one‐stop guide for future application of field experiments in the OM area. We start by recapping the characteristics that distinguish field experiments from other common types of experiments and organizing the relevant OM studies by topic. Corresponding to the commonly overlooked issues in field experiment‐based OM studies, we then provide a detailed roadmap, ranging from experimental design and implementation to post‐experiment analysis. We further outline the methodological and practical issues as well as corresponding solutions when applying field experiments. We conclude by identifying future research directions from an OM perspective.

运营管理实地实验因果推断实验设计