Identification issues in the public/private wage gap, with an application to Italy

被引:5
作者
Depalo, Domenico [1 ]
机构
[1] Banca Italia, Dept Econ & Stat, Via Nazl 91, I-00184 Rome, Italy
关键词
TREATMENT EFFECT BOUNDS; INSTRUMENTAL VARIABLES; NONPARAMETRIC BOUNDS; PAY GAP; AVERAGE; IV; PROGRAM; ASSUMPTIONS; EQUATIONS; RETURNS;
D O I
10.1002/jae.2608
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper reviews some of the standard assumptions that are imposed in order to estimate the average public/private wage gap and that are mainly related to the possible selection of the sector. There are two contributions to the existing public/private wage gap literature. One is a better understanding of the identified parameters: standard estimators identify a local effect (LATE), which in general cannot be generalized to the entire population, as instead is almost always done. The other is the partial identification of the population average treatment effect, with an instrumental variable. To the best of my knowledge, this is the first paper in this literature that employs bounds. The technique is applied to male workers in Italy. For compliers, LATE estimates a wage advantage from working in the public sector greater than 30%. This return is within the narrowest bounds on the population average treatment effect that are consistent even with a much smaller gap (about 15% or more).
引用
收藏
页码:435 / 456
页数:22
相关论文
共 75 条
[71]   Partially Identified Treatment Effects Under Imperfect Compliance: The Case of Domestic Violence [J].
Siddique, Zahra .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2013, 108 (502) :504-513
[72]  
Silverman B.W., 1986, DENSITY ESTIMATION S, DOI 10.1201/9781315140919
[73]   PAY DIFFERENTIALS BETWEEN FEDERAL-GOVERNMENT AND PRIVATE SECTOR WORKERS [J].
SMITH, SP .
INDUSTRIAL & LABOR RELATIONS REVIEW, 1976, 29 (02) :179-197
[74]  
Staff I. L. O., 2015, 309 INT LAB OFF
[75]  
Stock J., 2002, Testing for weak instruments in linear IV regression, DOI DOI 10.3386/T0284