Improving causal inference - Strengths and limitations of natural experiments

被引:185
作者
Dunning, Thad [1 ]
机构
[1] Yale Univ, New Haven, CT 06520 USA
关键词
natural experiment; as if" random; exogenous variation; continuum of plausibility; matching;
D O I
10.1177/1065912907306470
中图分类号
D0 [政治学、政治理论];
学科分类号
0302 ; 030201 ;
摘要
Social scientists increasingly exploit natural experiments in their research. This article surveys recent applications in political science, with the goal of illustrating the inferential advantages provided by this research design. When treatment assignment is less than "as if" random, studies may be something less than natural experiments, and familiar threats to valid causal inference in observational settings can arise. The author proposes a continuum of plausibility for natural experiments, defined by the extent to which treatment assignment is plausibly "as if" random, and locates several leading studies along this continuum.
引用
收藏
页码:282 / 293
页数:12
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