The treatment effect, the cross difference, and the interaction term in nonlinear "difference-in-differences" models

被引:345
作者
Puhani, Patrick A. [1 ,2 ]
机构
[1] Leibniz Univ Hannover, Inst Arbeitsokonom, SEW, Univ St Gallen, D-30167 Hannover, Germany
[2] IZA, Bonn, Germany
关键词
Identification; Potential outcomes; Probit; Logit; Tobit;
D O I
10.1016/j.econlet.2011.11.025
中图分类号
F [经济];
学科分类号
02 ;
摘要
In any nonlinear "difference-in-differences" model with strictly monotonic transformation function, the treatment effect is the cross difference of the observed outcome minus the cross difference of the potential non-treatment outcome, which equals the incremental effect of the interaction term coefficient. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:85 / 87
页数:3
相关论文
共 8 条
[1]   Interaction terms in logit and probit models [J].
Ai, CR ;
Norton, EC .
ECONOMICS LETTERS, 2003, 80 (01) :123-129
[2]  
Angrist J., 1999, Handb. Labor Econ., V3, P1277, DOI [10.1016/S1573-4463(99)03004-7, DOI 10.1016/S1573-4463(99)03004-7]
[3]  
[Anonymous], 1999, Handbook of labor economics, DOI [DOI 10.1016/S1573-4463(99)03012-6, 10.1016/S1573-4463(99)03012-6, DOI 10.1016/S1573-4463.(99)03012-6]
[4]   Identification and inference in nonlinear difference-in-differences models [J].
Athey, S ;
Imbens, GW .
ECONOMETRICA, 2006, 74 (02) :431-497
[5]   How much should we trust differences-in-differences estimates? [J].
Bertrand, M ;
Duflo, E ;
Mullainathan, S .
QUARTERLY JOURNAL OF ECONOMICS, 2004, 119 (01) :249-275
[6]   Alternative Approaches to Evaluation in Empirical Microeconomics [J].
Blundell, Richard ;
Dias, Monica Costa .
JOURNAL OF HUMAN RESOURCES, 2009, 44 (03) :565-640
[7]  
Lechner M, 2011, ESTIMATION CAUSAL EF
[8]   NATURAL AND QUASI-EXPERIMENTS IN ECONOMICS [J].
MEYER, BD .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1995, 13 (02) :151-161