Endogeneity: A Review and Agenda for the Methodology-Practice Divide Affecting Micro and Macro Research

内生性 反事实思维 经济 计量经济学 心理学 计算机科学 社会心理学 程序设计语言
作者
Aaron Hill,Scott G. Johnson,Lindsey Greco,Ernest H. O’Boyle,Sheryl L. Walter
出处
期刊:Journal of Management [SAGE]
卷期号:47 (1): 105-143 被引量:379
标识
DOI:10.1177/0149206320960533
摘要

An expanding number of methodological resources, reviews, and commentaries both highlight endogeneity as a threat to causal claims in management research and note that practices for addressing endogeneity in empirical work frequently diverge from the recommendations of the methodological literature. We aim to bridge this divergence, helping both macro and micro researchers understand fundamental endogeneity concepts by: (1) defining a typology of four distinct causes of endogeneity, (2) summarizing endogeneity causes and methods used in management research, (3) organizing the expansive methodological literature by matching the various methods to address endogeneity to the appropriate resources, and (4) setting an agenda for future scholarship by recommending practices for researchers and gatekeepers about identifying, discussing, and reporting evidence related to endogeneity. The resulting review builds literacy about endogeneity and ways to address it so that scholars and reviewers can better produce and evaluate research. It also facilitates communication about the topic so that both micro- and macro-oriented researchers can understand, evaluate, and implement methods across disciplines.
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