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从经济学家的视角看 Shadish(2010)和 West 与 Thoemmes(2010)。

An economist's perspective on Shadish (2010) and West and Thoemmes (2010).

机构信息

Harvard University, Cambridge, MA 02138, USA.

出版信息

Psychol Methods. 2010 Mar;15(1):47-55. doi: 10.1037/a0018538.

Abstract

In Shadish (2010) and West and Thoemmes (2010), the authors contrasted 2 approaches to causality. The first originated in the psychology literature and is associated with work by Campbell (e.g., Shadish, Cook, & Campbell, 2002), and the second has its roots in the statistics literature and is associated with work by Rubin (e.g., Rubin, 2006). In this article, I discuss some of the issues raised by Shadish and by West and Thoemmes. I focus mostly on the impact the 2 approaches have had on research in a 3rd field, economics. In economics, the ideas of both Campbell and Rubin have been very influential, with some of the methods they developed now routinely taught in graduate programs and routinely used in empirical work and other methods receiving much less attention. At the same time, economists have added to the understanding of these methods and through these extensions have further improved researchers' ability to draw causal inferences in observational studies.

摘要

在 Shadish(2010)和 West 和 Thoemmes(2010)中,作者对比了因果关系的两种方法。第一种方法起源于心理学文献,与 Campbell 的工作有关(例如,Shadish、Cook 和 Campbell,2002),第二种方法的根源在统计学文献,与 Rubin 的工作有关(例如,Rubin,2006)。在这篇文章中,我讨论了 Shadish 和 West 和 Thoemmes 提出的一些问题。我主要关注这两种方法对第三领域——经济学——研究的影响。在经济学中,Campbell 和 Rubin 的思想非常有影响力,他们所发展的一些方法现在在研究生课程中被常规教授,在实证工作和其他方法中得到了广泛应用,而其他方法则受到较少关注。同时,经济学家也对这些方法有了更深入的理解,并通过这些扩展进一步提高了研究人员在观察性研究中进行因果推断的能力。

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