Propensity score matching without conditional independence assumption--with an application to the gender wage gap in the United Kingdom
AbstractPropensity score matching is frequently used for estimating average treatment effects. Its applicability, however, is not confined to treatment evaluation. In this paper, it is shown that propensity score matching does not hinge on a selection on observables assumption and can be used to estimate not only adjusted means but also their distributions, even with non-i.i.d. sampling. Propensity score matching is used to analyze the gender wage gap among graduates in the UK. It is found that subject of degree contributes substantially to explaining the gender wage gap, particularly at higher quantiles of the wage distribution. Copyright Royal Economic Society 2007
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Bibliographic InfoArticle provided by Royal Economic Society in its journal Econometrics Journal.
Volume (Year): 10 (2007)
Issue (Month): 2 (07)
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- Alejandra Mizala & Pilar Romaguera & Sebastian Gallegos, 2010. "Public-Private Wage Gap In Latin America (1999-2007): A Matching Approach," Documentos de Trabajo 268, Centro de Economía Aplicada, Universidad de Chile.
- Boris Hirsch & Marion König & Joachim Möller, 2013.
"Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap,"
Scottish Journal of Political Economy,
Scottish Economic Society, vol. 60(4), pages 412-439, 09.
- Boris Hirsch & Marion König & Joachim Möller, 2009. "Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap," Working Papers 083, Bavarian Graduate Program in Economics (BGPE).
- Hirsch, Boris & König, Marion & Möller, Joachim, 2009. "Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap," IZA Discussion Papers 4231, Institute for the Study of Labor (IZA).
- Caliendo, Marco & Lee, Wang-Sheng, 2013.
"Fat chance! Obesity and the transition from unemployment to employment,"
Economics & Human Biology,
Elsevier, vol. 11(2), pages 121-133.
- Caliendo, Marco & Lee, Wang-Sheng, 2011. "Fat Chance! Obesity and the Transition from Unemployment to Employment," IZA Discussion Papers 5795, Institute for the Study of Labor (IZA).
- Dragana Djurdjevic & Sergiy Radyakin, 2007.
"Decomposition of the Gender Wage Gap Using Matching: An Application for Switzerland,"
Swiss Journal of Economics and Statistics (SJES),
Swiss Society of Economics and Statistics (SSES), vol. 143(IV), pages 365-396, December.
- Djurdjevic, Dragana & Radyakin, Sergiy, 2005. "Decomposition of the Gender Wage Gap Using Matching: an Application for Switzerland," Darmstadt Discussion Papers in Economics 36794, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute of Economics (VWL).
- Bourdon, Jean & Michaelowa, Katharina & Frölich, Markus, 2007.
"Teacher shortages, teacher contracts and their impact on education in Africa,"
HWWI Research Papers
2-10, Hamburg Institute of International Economics (HWWI).
- Bourdon, Jean & Frölich, Markus & Michaelowa, Katharina, 2007. "Teacher Shortages, Teacher Contracts and their Impact on Education in Africa," IZA Discussion Papers 2844, Institute for the Study of Labor (IZA).
- Jean Bourdon & Markus Frölich & Katharina Michaelowa, 2007. "Teacher Shortages, Teacher Contracts and their Impacton Education in Africa," Post-Print halshs-00150147, HAL.
- Markus Froelich & Jean Bourdon & Katharina Michaelowa, 2007. "Teacher Shortages, Teacher Contracts and their Impact on Education in Africa," University of St. Gallen Department of Economics working paper series 2007 2007-20, Department of Economics, University of St. Gallen.
- Krause, Annabelle & Rinne, Ulf & Schüller, Simone, 2012.
"Kick It Like Özil? Decomposing the Native-Migrant Education Gap,"
IZA Discussion Papers
6696, Institute for the Study of Labor (IZA).
- Annabelle Krause & Ulf Rinne & Simone Schüller, 2012. "Kick It Like Özil?: Decomposing the Native-Migrant Education Gap," SOEPpapers on Multidisciplinary Panel Data Research 508, DIW Berlin, The German Socio-Economic Panel (SOEP).
- repec:dar:vpaper:36794 is not listed on IDEAS
- Dusan Paredes, 2012. "The impact of the occupations and economic activities on the gender wage gap using a counterfactual framework," Documentos de Trabajo en Economia y Ciencia Regional 22, Universidad Catolica del Norte, Chile, Department of Economics, revised Apr 2012.
- Sloczynski, Tymon, 2013. "Population Average Gender Effects," IZA Discussion Papers 7315, Institute for the Study of Labor (IZA).
- Justin Leroux & John Rizzo & Robin Sickles, 2012. "The role of self-reporting bias in health, mental health and labor force participation: a descriptive analysis," Empirical Economics, Springer, vol. 43(2), pages 525-536, October.
- Dusan Paredes, 2012. "Does the gender wage gap exist among male and female workers with similar human capital? A Coarsened Exact Matching for Chile between 1992 and 2009," Documentos de Trabajo en Economia y Ciencia Regional 19, Universidad Catolica del Norte, Chile, Department of Economics, revised Apr 2012.
- Mizala, Alejandra & Romaguera, Pilar & Gallegos, Sebastián, 2011. "Public–private wage gap in Latin America (1992–2007): A matching approach," Labour Economics, Elsevier, vol. 18(S1), pages S115-S131.
- Kassie, Menale & Ndiritu, Simon Wagura & Shiferaw, Bekele A., 2012. "Determinants of Food Security in Kenya, a Gender Perspective," 86th Annual Conference, April 16-18, 2012, Warwick University, Coventry, UK 135124, Agricultural Economics Society.
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