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
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Bibliographic InfoArticle provided by Royal Economic Society in its journal Econometrics Journal.
Volume (Year): 10 (2007)
Issue (Month): 2 (07)
Contact details of provider:
Postal: Office of the Secretary-General, School of Economics and Finance, University of St. Andrews, St. Andrews, Fife, KY16 9AL, UK
Phone: +44 1334 462479
Web page: http://www.res.org.uk/
More information through EDIRC
You can help add them by filling out this form.
CitEc Project, subscribe to its RSS feed for this item.
- 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.
- 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.
- 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).
- 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.
- repec:dar:vpaper:36794 is not listed on IDEAS
- Boris Hirsch & Marion König & Joachim Möller, 2009.
"Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap,"
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).
- 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).
- 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.
- 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).
- 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.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Wiley-Blackwell Digital Licensing) or (Christopher F. Baum).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.