Instrumental Variables Estimation in Political Science: A Readers' Guide

被引:231
作者
Sovey, Allison J. [1 ]
Green, Donald P. [1 ]
机构
[1] Yale Univ, New Haven, CT 06520 USA
关键词
RANDOMIZED EXPERIMENTS; INFERENCE;
D O I
10.1111/j.1540-5907.2010.00477.x
中图分类号
D0 [政治学、政治理论];
学科分类号
0302 ; 030201 ;
摘要
The use of instrumental variables regression in political science has evolved from an obscure technique to a staple of the political science tool kit. Yet the surge of interest in the instrumental variables method has led to implementation of uneven quality. After providing a brief overview of the method and the assumptions on which it rests, we chart the ways in which these assumptions are invoked in practice in political science. We review more than 100 articles published in the American Journal of Political Science, the American Political Science Review, and World Politics over a 24-year span. We discuss in detail two noteworthy applications of instrumental variables regression, calling attention to the statistical assumptions that each invokes. The concluding section proposes reporting standards and provides a checklist for readers to consider as they evaluate applications of this method.
引用
收藏
页码:188 / 200
页数:13
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