Earning Inequalities Between and Within Nests: A Multilevel Modeling Approach Applied to the Case of France
This paper presents a simultaneously study of the impact of gender and localization inequalities on the earnings of under-graduates. Using multilevel modeling, the framework draws both individual-level (i.e., pertaining to the individual elements of groups) and aggregate-level (i.e., pertaining to the group as a whole) data under a single specification, in order to study their potential interactions. These inequalities are studied with respect to young workers who left higher education in 2004 and who had a full-time job in the private sector three years after graduation (i.e., in 2007). To take into account the process of selection for employment, our multilevel model uses the Heckman two-step procedure. Following this approach, Occupational Groups (OG) are found to capture 59.4% of the earning heterogeneity whereas Employment Area (EA) nests capture 7.6%. This 59.4% figure is explained by two phenomena: (i) OG are dominated by seniors, and (ii) OG are dominated by males with higher earnings. These group characteristics also influence gender inequalities: there is a higher wage penalty for females in (i) OG dominated by males, and (ii) OG dominated by senior workers. In contrast to the gender gap, immigrant inequalities manifest closer links to EA. Policy implications are derived from our results.
|Date of creation:||Oct 2011|
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- P. Aubert & E. Caroli & M. Roger, 2004.
"New Technologies, Workplace Organisation and the Age Structure of the Workforce: Firm-Level Evidence,"
Documents de Travail de la DESE - Working Papers of the DESE
g2004-07, Institut National de la Statistique et des Etudes Economiques, DESE.
- Patrick Aubert & Eve Caroli & Muriel Roger, 2005. "New technologies, workplace organisation and the age structure of the workforce: Firm-level evidence," PSE Working Papers halshs-00590805, HAL.
- Aubert Patrick & Caroli Eve & Roger Muriel, 2005. "New Technologies, Workplace Organisation and the Age Structure of the Workforce: Firm-Level Evidence," Research Unit Working Papers 0505, Laboratoire d'Economie Appliquee, INRA.
- Joseph G. Altonji & Rebecca M. Blank, .
"Race and Gender in the Labor Market,"
IPR working papers
98-18, Institute for Policy Resarch at Northwestern University.
- Barros, Carlos P. & Guironnet, Jean-Pascal & Peypoch, Nicolas, 2011.
"Productivity growth and biased technical change in French higher education,"
Elsevier, vol. 28(1), pages 641-646.
- Barros, Carlos P. & Guironnet, Jean-Pascal & Peypoch, Nicolas, 2011. "Productivity growth and biased technical change in French higher education," Economic Modelling, Elsevier, vol. 28(1-2), pages 641-646, January.
- A. R. Cardoso, 2000. "Wage differentials across firms: an application of multilevel modelling," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(4), pages 343-354.
- Frederiksen, Anders, 2008.
"Gender differences in job separation rates and employment stability: New evidence from employer-employee data,"
Elsevier, vol. 15(5), pages 915-937, October.
- Frederiksen, Anders, 2006. "Gender Differences in Job Separation Rates and Employment Stability: New Evidence from Employer-Employee Data," IZA Discussion Papers 2147, Institute for the Study of Labor (IZA).
- Erica L. Groshen, 1987.
"The structure of the female/male wage differential: is it who you are, what you do, or where you work?,"
8708, Federal Reserve Bank of Cleveland.
- Erica L. Groshen, 1991. "The Structure of the Female/Male Wage Differential: Is It Who You Are, What You Do, or Where You Work?," Journal of Human Resources, University of Wisconsin Press, vol. 26(3), pages 457-472.
- Gubta, Nabanita Datta & Rothstein, Donna S., 2001.
"The Impact of Worker and Establishment-level Characteristics on Male-Female Wage Differentials: Evidence from Danish Matched Employee-Employer Data,"
CLS Working Papers
01-9, University of Aarhus, Aarhus School of Business, Centre for Labour Market and Social Research.
- Nabanita Datta Gupta & Donna S. Rothstein, 2005. "The Impact of Worker and Establishment-level Characteristics on Male-Female Wage Differentials: Evidence from Danish Matched Employee-Employer Data," LABOUR, CEIS, vol. 19(1), pages 1-34, 03.
- Manon Domingues Dos Santos & Yannick L'Horty & Elisabeth TOVAR, 2010. "Une introduction," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(1), pages 4-25.
- Guironnet, J.-P. & Peypoch, N., 2007. "Human capital allocation and overeducation: A measure of French productivity (1987, 1999)," Economic Modelling, Elsevier, vol. 24(3), pages 398-410, May.
- Roland Rathelot & Patrick Sillard, 2008. "Zones Franches Urbaines : quels effets sur l'emploi salarié et les créations d'établissements ?," Économie et Statistique, Programme National Persée, vol. 415(1), pages 81-96.
- Roy J. & Lin X., 2002. "Analysis of Multivariate Longitudinal Outcomes With Nonignorable Dropouts and Missing Covariates: Changes in Methadone Treatment Practices," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 40-52, March.
- Recchia, Anthony, 2010. "R-Squared Measures for Two-Level Hierarchical Linear Models Using SAS," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 32(c02).
- Carlos Barros & Jean-Pascal Guironnet & Nicolas Peypoch, 2011. "How to quickly get a job? The transition from higher education to French labour market by a survival model," Applied Economics, Taylor & Francis Journals, vol. 43(4), pages 439-448.
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