Understanding the Gender Pay Gap: What's Competition Got to Do with It?
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- Alan Manning & Farzad Saidi, 2010. "Understanding the Gender Pay Gap: What's Competition Got to Do with it?," ILR Review, Cornell University, ILR School, vol. 63(4), pages 681-698, July.
- Manning, Alan & Saidi, Farzad, 2008. "Understanding the gender pay gap: what's competition got to do with it?," LSE Research Online Documents on Economics 28510, London School of Economics and Political Science, LSE Library.
References listed on IDEAS
- Nabanita Datta Gupta & Anders Poulsen & Marie Claire Villeval, 2005. "Male and Female Competitive Behavior: Experimental," Post-Print halshs-00175039, HAL.
- DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996.
"Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach,"
Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
- Nidardo, J. & Fortin, N. & Lemieux, T., 1994. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Papers 93-94-15, California Irvine - School of Social Sciences.
- Dinardo, J. & Fortin, N.M. & Lemieux, T., 1994. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Cahiers de recherche 9406, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- John DiNardo & Nicole M. Fortin & Thomas Lemieux, 1995. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," NBER Working Papers 5093, National Bureau of Economic Research, Inc.
- Dinardo, J. & Fortin, N.M. & Lemieux, T., 1994. "Labor Market Institutions and the Distribution of Wages, 1973-1992: a Semiparametric Approach," Cahiers de recherche 9406, Universite de Montreal, Departement de sciences economiques.
- Oriana Bandiera & Iwan Barankay & Imran Rasul, 2005.
"Social Preferences and the Response to Incentives: Evidence from Personnel Data,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 917-962.
- Orana Bandiera & Iwan Barankay & Imran Rasul, 2005. "Social preferences and the response to incentives: Evidence from personnel data," Natural Field Experiments 00212, The Field Experiments Website.
- Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
- Uri Gneezy & Kenneth L. Leonard & John A. List, 2009.
"Gender Differences in Competition: Evidence From a Matrilineal and a Patriarchal Society,"
Econometrica, Econometric Society, vol. 77(5), pages 1637-1664, September.
- Uri Gneezy & Kenneth L. Leonard & John A. List, 2008. "Gender Differences in Competition: Evidence from a Matrilineal and a Patriarchal Society," NBER Working Papers 13727, National Bureau of Economic Research, Inc.
- Uri Gneezy & Kenneth Leonard & John List, 2009. "Gender differences in competition: Evidence from a matrilineal and a patriarchal society," Artefactual Field Experiments 00049, The Field Experiments Website.
- Alan Manning & Joanna Swaffield, 2008.
"The gender gap in early-career wage growth,"
Economic Journal, Royal Economic Society, vol. 118(530), pages 983-1024, July.
- Alan Manning & Joanna Swaffield, 2008. "The gender gap in early‐career wage growth," Economic Journal, Royal Economic Society, vol. 118(530), pages 983-1024, July.
- Manning, Alan & Swaffield, Joanna, 2005. "The gender gap in early career wage growth," LSE Research Online Documents on Economics 19883, London School of Economics and Political Science, LSE Library.
- Alan Manning & Joanna Swaffield, 2005. "The Gender Gap in Early Career Wage Growth," CEP Discussion Papers dp0700, Centre for Economic Performance, LSE.
- Kate Antonovics & Peter Arcidiacono & Randall Walsh, 2005.
"Games and Discrimination: Lessons From The Weakest Link,"
Journal of Human Resources, University of Wisconsin Press, vol. 40(4), pages 918-947.
- Antonovics, Kate & Arcidiacono, Peter & Walsh, Randall, 2003. "Games and Discrimination: Lessons From the Weakest Link," University of California at San Diego, Economics Working Paper Series qt3871w41j, Department of Economics, UC San Diego.
- Paserman, M. Daniele, 2023.
"Gender Differences in Performance in Competitive Environments? Evidence from Professional Tennis Players,"
Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 590-609.
- Paserman, Daniele, 2007. "Gender Differences in Performance in Competitive Environments: Evidence from Professional Tennis Players," CEPR Discussion Papers 6335, C.E.P.R. Discussion Papers.
- Paserman, M. Daniele, 2007. "Gender Differences in Performance in Competitive Environments: Evidence from Professional Tennis Players," IZA Discussion Papers 2834, Institute of Labor Economics (IZA).
- M. Daniele Paserman, 2010. "Gender Differences in Performance in Competitive Environments? Evidence from Professional Tennis Players," Boston University - Department of Economics - Working Papers Series WP2010-047, Boston University - Department of Economics.
- Nabanita Datta Gupta & Anders Poulsen & Marie Claire Villeval, 2005.
"Male and Female Competitive Behavior - Experimental Evidence,"
Post-Print
halshs-00180022, HAL.
- Datta Gupta, Nabanita & Poulsen, Anders & Villeval, Marie Claire, 2005. "Male and Female Competitive Behavior: Experimental Evidence," IZA Discussion Papers 1833, Institute of Labor Economics (IZA).
- Marie-Claire Villeval & Nabanita Datta Gupta & Anders Poulsen, 2005. "Male and Female Competitive Behavior - Experimental Evidence," Working Papers 0512, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
- John S. Heywood & Patrick L. O’Halloran, 2005. "Racial Earnings Differentials and Performance Pay," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
- Thomas Lemieux & W. Bentley MacLeod & Daniel Parent, 2009.
"Performance Pay and Wage Inequality,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 1-49.
- Thomas Lemieux & W. Bentley Macleod & Daniel Parent, 2006. "Performance Pay And Wage Inequality," Departmental Working Papers 2006-08, McGill University, Department of Economics.
- Lemieux, Thomas & MacLeod, W. Bentley & Parent, Daniel, 2007. "Performance Pay and Wage Inequality," IZA Discussion Papers 2850, Institute of Labor Economics (IZA).
- Thomas Lemieux & W. Bentley MacLeod & Daniel Parent, 2007. "Performance Pay and Wage Inequality," NBER Working Papers 13128, National Bureau of Economic Research, Inc.
- Thomas Dohmen & Armin Falk, 2011.
"Performance Pay and Multidimensional Sorting: Productivity, Preferences, and Gender,"
American Economic Review, American Economic Association, vol. 101(2), pages 556-590, April.
- Dohmen, Thomas & Falk, Armin, 2006. "Performance Pay and Multi-dimensional Sorting: Productivity, Preferences and Gender," IZA Discussion Papers 2001, Institute of Labor Economics (IZA).
- Dohmen, T.J. & Falk, A., 2010. "Performance pay and multi-dimensional sorting - Productivity, preferences and gender," Research Memorandum 012, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Dohmen, T.J. & Falk, A., 2010. "Performance pay and multi-dimensional sorting : productivity, preferences and gender," ROA Research Memorandum 003, Maastricht University, Research Centre for Education and the Labour Market (ROA).
- Dohmen, Thomas & Falk, Armin, 2011. "Performance Pay and Multidimensional Sorting - Productivity, Preferences and Gender," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 360, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
- Altonji, Joseph G. & Blank, Rebecca M., 1999.
"Race and gender in the labor market,"
Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259,
Elsevier.
- Joseph G. Altonji & Rebecca M. Blank, "undated". "Race and Gender in the Labor Market," IPR working papers 98-18, Institute for Policy Resarch at Northwestern University.
- Evren Ors & Frédéric Palomino & Eloïc Peyrache, 2013. "Performance Gender Gap: Does Competition Matter?," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 443-499.
- Francine D. Blau & Lawrence M. Kahn, 2006.
"The U.S. Gender Pay Gap in the 1990S: Slowing Convergence,"
ILR Review, Cornell University, ILR School, vol. 60(1), pages 45-66, October.
- Francine D. Blau & Lawrence M. Kahn, 2004. "The US Gender Pay Gap in the 1990s: Slowing Convergence," NBER Working Papers 10853, National Bureau of Economic Research, Inc.
- Blau, Francine D. & Kahn, Lawrence M., 2006. "The U.S. Gender Pay Gap in the 1990s: Slowing Convergence," IZA Discussion Papers 2176, Institute of Labor Economics (IZA).
- Francine D. Blau & Lawrence M. Kahn, 2006. "The US Gender Pay Gap in the 1990s: Slowing Convergence," Working Papers 887, Princeton University, Department of Economics, Industrial Relations Section..
- O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
- George J. Borjas, 1981.
"Job Mobility and Earnings over the Life Cycle,"
ILR Review, Cornell University, ILR School, vol. 34(3), pages 365-376, April.
- George J. Borjas, 1978. "Job Mobility and Earnings Over the Life Cycle," NBER Working Papers 0233, National Bureau of Economic Research, Inc.
- Murphy, Kevin J., 1999. "Executive compensation," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 38, pages 2485-2563, Elsevier.
- Edward P. Lazear, 2000.
"Performance Pay and Productivity,"
American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
- Edward P. Lazear, 1996. "Performance Pay and Productivity," NBER Working Papers 5672, National Bureau of Economic Research, Inc.
- Paarsch, Harry J. & Shearer, Bruce S., 2007. "Do women react differently to incentives? Evidence from experimental data and payroll records," European Economic Review, Elsevier, vol. 51(7), pages 1682-1707, October.
- Booth, Alison L. & Francesconi, Marco & Frank, Jeff, 2003. "A sticky floors model of promotion, pay, and gender," European Economic Review, Elsevier, vol. 47(2), pages 295-322, April.
- Alan Manning, 2006. "The Gender Pay Gap," CentrePiece - The magazine for economic performance 200, Centre for Economic Performance, LSE.
- Kate Antonovics & Peter Arcidiacono & Randall Walsh, 2009. "The Effects of Gender Interactions in the Lab and in the Field," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 152-162, February.
- repec:pri:indrel:dsp01gb19f581g is not listed on IDEAS
- Victor Lavy, 2013.
"Gender Differences in Market Competitiveness in a Real Workplace: Evidence from Performance‐based Pay Tournaments among Teachers,"
Economic Journal, Royal Economic Society, vol. 123(569), pages 540-573, June.
- Victor Lavy, 2008. "Gender Differences in Market Competitiveness in a Real Workplace: Evidence from Performance-based Pay Tournaments among Teachers," NBER Working Papers 14338, National Bureau of Economic Research, Inc.
- Lise Vesterlund & Muriel Niederle, 2004. "Do Women shy away from Competition?," Econometric Society 2004 North American Summer Meetings 652, Econometric Society.
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More about this item
Keywords
; ;JEL classification:
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
- J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EXP-2009-01-03 (Experimental Economics)
- NEP-LAB-2009-01-03 (Labour Economics)
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