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实证微观经济学中基于设计的研究

Design-Based Research in Empirical Microeconomics
American Economic Review · 2022 · David Card

中文摘要

我简要回顾了20世纪80年代和90年代初劳动经济学中“基于设计的”研究方法的兴起。这些方法被视为对由Ashenfelter (1974)、Leamer (1978)、Hendry (1980)等人识别出的可信推断问题的一种局部解决方案。基于设计的研究通常使用感兴趣结果的简化单方程模型——与基于模型的研究不同,后者为决定结果的所有因素设定了数据生成过程。我讨论了基于设计方法的一些优缺点以及此类研究在该领域的价值。

Abstract

I briefly review the emergence of “ design-based” research methods in labor economics in the 1980s and early 1990s. These methods were seen as a partial solution to the problems of credible inference identified by Ashenfelter (1974), Leamer (1978), Hendry (1980), and others. Designed-based studies typically use a simplified one-equation model of the outcome of interest—in contrast to model-based studies that specify a data generating process for all factors determining the outcome. I discuss some of the strengths and weaknesses of the design-based approach and the value of such research in the field. (JEL C20, J01, J24, J31, J38, J51, J53)
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