The Public Sector Pay Gap in Pakistan: A Quantile Regression Analysis
AbstractThis paper examines the magnitude of public/private wage differentials in Pakistan using data drawn from the 2001/02 Labour Force Survey. As in many other countries, public sector workers in Pakistan tend both to have higher average pay and education levels compared to their private sector counterparts. In addition, the public sector in Pakistan has both a more compressed wage distribution and a smaller gender pay gap than that prevailing in the private sector. Our empirical analysis suggests that about two-fifths of the raw differential in average hourly wages between the two sectors is accounted by differentials in average characteristics. The estimated ceteris paribus public sector ‘mark-up’ is of the order of 49% and is substantial by the standards of developed economies. The quantile regression estimates suggest that the ‘mark-up’ was found to decline monotonically with movement up the conditional wage distribution. In particular, the premium at the 10th percentile was estimated at 92% compared to a more modest 20% at the 90th percentile.
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Bibliographic InfoPaper provided by Poverty Research Unit at Sussex, University of Sussex in its series PRUS Working Papers with number 33.
Length: 41 pages
Date of creation: Jul 2005
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This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-08-13 (All new papers)
- NEP-DEV-2005-08-13 (Development)
- NEP-LAB-2005-08-13 (Labour Economics)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-79, November.
- Gregory, Robert G. & Borland, Jeff, 1999. "Recent developments in public sector labor markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 53, pages 3573-3630 Elsevier.
- van der Gaag, Jacques & Vijverberg, Wim, 1988. "A Switching Regression Model for Wage Determinants in the Public and Private Sectors of a Developing Country," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 244-52, May.
- Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-18, May.
- Lindauer, David L. & Sabot, Richard H., 1983. "The public/private wage differential in a poor urban economy," Journal of Development Economics, Elsevier, vol. 12(1-2), pages 137-152.
- Zafar Mueen Nasir, 2000. "Earnings Differential between Public and Private Sectors in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 39(2), pages 111-130.
- Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
- James Albrecht & Anders Bjorklund & Susan Vroman, 2003.
"Is There a Glass Ceiling in Sweden?,"
Journal of Labor Economics,
University of Chicago Press, vol. 21(1), pages 145-177, January.
- Branko Jovanovic & Michael M. Lokshin, 2004. "Wage Differentials between the State and Private Sectors in Moscow," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 50(1), pages 107-123, 03.
- Jorge Saba Arbache & Andy Dickerson & Francis Green, 2004. "Trade Liberalisation and Wages in Developing Countries," Economic Journal, Royal Economic Society, vol. 114(493), pages F73-F96, 02.
- Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
- Adamchik, Vera A. & Bedi, Arjun S., 2000. "Wage differentials between the public and the private sectors: evidence from an economy in transition," Labour Economics, Elsevier, vol. 7(2), pages 203-224, March.
- Rebecca M. Blank, 1994. "Social Protection versus Economic Flexibility: Is There a Trade-Off?," NBER Books, National Bureau of Economic Research, Inc, number blan94-1.
- Mueller, Richard E., 1998. "Public-private sector wage differentials in Canada: evidence from quantile regressions," Economics Letters, Elsevier, vol. 60(2), pages 229-235, August.
- Joseph Gyourko & Joseph Tracy, 1986.
"An Analysis of Public and Private Sector Wages Allowing for Endogenous Choices of Both Government and Union Status,"
NBER Working Papers
1920, National Bureau of Economic Research, Inc.
- Gyourko, Joseph & Tracy, Joseph, 1988. "An Analysis of Public- and Private-Sector Wages Allowing for Endogenous Choices of Both Government and Union Status," Journal of Labor Economics, University of Chicago Press, vol. 6(2), pages 229-53, April.
- Nicole M. Fortin & Thomas Lemieux, 1998.
"Rank Regressions, Wage Distributions, and the Gender Gap,"
Journal of Human Resources,
University of Wisconsin Press, vol. 33(3), pages 610-643.
- Fortin, N.M. & Lemieux, T., 1996. "Rank Regressions, Wage Distributions and the Gender Gap," Cahiers de recherche 9607, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Fortin, N.M. & Lemieux, T., 1996. "Rank Regressions, Wage Distributions and the Gender Gap," Cahiers de recherche 9607, Universite de Montreal, Departement de sciences economiques.
- Ajwad, Mohamed Ihsan & Kurukulasuriya, Pradeep, 2002. "Ethnic and gender wagedisparities in Sri Lanka," Policy Research Working Paper Series 2859, The World Bank.
- Evangelos M. Falaris, 2008.
"A Quantile Regression Analysis of Wages in Panama,"
Review of Development Economics,
Wiley Blackwell, vol. 12(3), pages 498-514, 08.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Blackaby, D. H. & Murphy, P. D. & O'Leary, N. C., 1999. "The payment of public sector workers in the UK: reconciliation with North American findings," Economics Letters, Elsevier, vol. 65(2), pages 239-243, November.
- Moulton, Brent R, 1990. "A Reexamination of the Federal-Private Wage Differential in the United States," Journal of Labor Economics, University of Chicago Press, vol. 8(2), pages 270-93, April.
- Terrell, Katherine, 1993. "Public-private wage differentials in Haiti Do public servants earn a rent?," Journal of Development Economics, Elsevier, vol. 42(2), pages 293-314, December.
- David Brownstone & Robert Valletta, 2001. "The Bootstrap and Multiple Imputations: Harnessing Increased Computing Power for Improved Statistical Tests," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 129-141, Fall.
- van der Gaag, Jacques & Stelcner, Morton & Vijverberg, Wim, 1989. "Wage Differentials and Moonlighting by Civil Servants: Evidence from Cote d'Ivoire and Peru," World Bank Economic Review, World Bank Group, vol. 3(1), pages 67-95, January.
- Rees, Hedley & Shah, Anup, 1995. "Public-Private Sector Wage Differential in the U.K," The Manchester School of Economic & Social Studies, University of Manchester, vol. 63(1), pages 52-68, March.
- Andrews, Donald W K & Schafgans, Marcia M A, 1998. "Semiparametric Estimation of the Intercept of a Sample Selection Model," Review of Economic Studies, Wiley Blackwell, vol. 65(3), pages 497-517, July.
- Samer Al-Samarrai & Barry Reilly, 2005. "Education, Employment and Earnings of Secondary School-Leavers in Tanzania: Evidence from a Tracer Study," PRUS Working Papers 31, Poverty Research Unit at Sussex, University of Sussex.
- Gorodnichenko, Yuriy & Sabirianova Peter, Klara, 2007.
"Public sector pay and corruption: Measuring bribery from micro data,"
Journal of Public Economics,
Elsevier, vol. 91(5-6), pages 963-991, June.
- Gorodnichenko, Yuriy & Peter, Klara Sabirianova, 2006. "Public Sector Pay and Corruption: Measuring Bribery from Micro Data," IZA Discussion Papers 1987, Institute for the Study of Labor (IZA).
- Gorodnichenko, Yuriy & Sabirianova, Klara, 2006. "Public Sector Pay and Corruption: Measuring Bribery from Micro Data," CEPR Discussion Papers 5585, C.E.P.R. Discussion Papers.
- Asma Hyder, 2007.
"Preference for Public Sector Jobs and Wait Unemployment : A Micro Data Analysis,"
Labor Economics Working Papers
22196, East Asian Bureau of Economic Research.
- Asma Hyder, 2007. "Preference for Public Sector Jobs and Wait Unemployment: A Micro Data Analysis," PIDE-Working Papers 2007:20, Pakistan Institute of Development Economics.
- Aslam, Monazza & Kingdon, Geeta, 2009. "Public-private sector segmentation in the Pakistani labour market," Journal of Asian Economics, Elsevier, vol. 20(1), pages 34-49, January.
- Fasih, Tazeen & Kingdon, Geeta & Patrinos, Harry Anthony & Sakellariou, Chris & Soderbom, Mans, 2012. "Heterogeneous returns to education in the labor market," Policy Research Working Paper Series 6170, The World Bank.
- Gabriela Miranda Moriconi & João S. Moura Neto & Nelson Marconi & Paulo Roberto Arvate, 2006. "Evidências Sobre O Comportamento Dos Governos Estaduais Na Determinação Dos Salários Dos Servidores Públicos No Brasil," Anais do XXXIV Encontro Nacional de Economia [Proceedings of the 34th Brazilian Economics Meeting] 135, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics].
- Raquel Rangel de Meireles Guimarães & Luisa Pimenta Terra & Anna Carolina Martins Pinto & Cibele Comini César, 2010. "Diferenciais Regionais No Retorno À Participação No Setor Público No Brasil, 2005," Anais do XIV Seminário sobre a Economia Mineira [Proceedings of the 14th Seminar on the Economy of Minas Gerais], in: Anais do XIV Seminário sobre a Economia Mineira [Proceedings of the 14th Seminar on the Economy of Minas Gerais] Cedeplar, Universidade Federal de Minas Gerais.
- 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.
- 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.
- Budria, Santiago, 2006.
"Schooling and the distribution of wages in the european private and public sectors,"
90, University Library of Munich, Germany.
- Santiago Budria, 2010. "Schooling and the distribution of wages in the European private and public sectors," Applied Economics, Taylor & Francis Journals, vol. 42(8), pages 1045-1054.
- Julie Litchfield & Thomas McGregor, 2008. "Poverty in Kagera, Tanzania: Characteristics, Causes and Constraints," PRUS Working Papers 42, Poverty Research Unit at Sussex, University of Sussex.
- Harry Patrinos & Cristobal Ridao-Cano & Chris Sakellariou, 2009. "A note on schooling and wage inequality in the public and private sector," Empirical Economics, Springer, vol. 37(2), pages 383-392, October.
- Patrinos, Harry Anthony & Ridao-Cano, Cris & Sakellariou, Chris, 2006. "Estimating the returns to education : accounting for heterogeneity in ability," Policy Research Working Paper Series 4040, The World Bank.
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