The Public Sector Pay Gap in Pakistan: A Quantile Regression Analysis
This 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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- Roger Koenker & Kevin F. Hallock, 2001.
Journal of Economic Perspectives,
American Economic Association, vol. 15(4), pages 143-156, Fall.
- Donald W. K. Andrews & Marcia M. A. Schafgans, 1998. "Semiparametric Estimation of the Intercept of a Sample Selection Model," Review of Economic Studies, Oxford University Press, vol. 65(3), pages 497-517.
- 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.
- 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.
- 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.
- 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.
- Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-18, May.
- repec:pid:journl:v:39:y:2000:i:2:p:111-130 is not listed on IDEAS
- Albrecht, James & Björklund, Anders & Vroman, Susan, 2001.
"Is There a Glass Ceiling in Sweden?,"
IZA Discussion Papers
282, Institute for the Study of Labor (IZA).
- 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.
- 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.
- 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.
- 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.
- 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.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- 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.
- 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.
- 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.
- 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.
- Ajwad, Mohamed Ihsan & Kurukulasuriya, Pradeep, 2002. "Ethnic and gender wagedisparities in Sri Lanka," Policy Research Working Paper Series 2859, The World Bank.
- 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.
- 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.
- 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.
- 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.
- Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-12, March.
- 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.
- 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.
- 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.
- 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.
- 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, September.
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