IDEAS home Printed from https://ideas.repec.org/a/pid/journl/v44y2005i3p271-306.html
   My bibliography  Save this article

The Public and Private Sector Pay Gap in Pakistan: A Quantile Regression Analysis

Author

Listed:
  • Asma Hyder

    (NUST Institute of Management Sciences, Rawalpindi.)

  • Barry Reilly

    (Department of Economics, University of Sussex, UK.)

Abstract

This paper examines the magnitude of public/private wage differentials in Pakistan using data drawn from the 2001-02 Pakistan Labour Force Survey. As in many other countries, public sector workers in Pakistan tend both to have higher average pay and education levels as 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 for by differentials in average characteristics. The estimated public sector mark-up, ceteris paribus, is of the order of 49 percent 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 percent as compared to a more modest 20 percent at the 90th percentile.

Suggested Citation

  • Asma Hyder & Barry Reilly, 2005. "The Public and Private Sector Pay Gap in Pakistan: A Quantile Regression Analysis," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(3), pages 271-306.
    • Handle: RePEc:pid:journl:v:44:y:2005:i:3:p:271-306
    as

    Download full text from publisher

    File URL: http://www.pide.org.pk/pdf/PDR/2005/Volume3/271-306.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Jorge Saba Arbache & Andy Dickerson & Francis Green, 2004. "Trade Liberalisation and Wages in Developing Countries," Economic Journal, Royal Economic Society, vol. 114(493), pages 73-96, February.
    3. 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, March.
    4. Panizza, Ugo, 2000. "The Public Sector Premium and the Gender Gap in Latin America: Evidence from the 1980s and 1990s," IDB Publications (Working Papers) 3252, Inter-American Development Bank.
    5. 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.
    6. 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.
    7. Stephen G. Donald & David A. Green & Harry J. Paarsch, 2000. "Differences in Wage Distributions Between Canada and the United States: An Application of a Flexible Estimator of Distribution Functions in the Presence of Covariates," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(4), pages 609-633.
    8. Whitney K. Newey, 2009. "Two-step series estimation of sample selection models," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages 217-229, January.
    9. Dustmann, Christian & van Soest, Arthur, 1998. "Public and private sector wages of male workers in Germany," European Economic Review, Elsevier, vol. 42(8), pages 1417-1441, September.
    10. Richard B. Freeman, 1981. "The Effect of Unionism on Fringe Benefits," ILR Review, Cornell University, ILR School, vol. 34(4), pages 489-509, July.
    11. 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.
    12. Rebecca M. Blank, 1993. "Public Sector Growth and Labor Market Flexibility: The United States vs. The United Kingdom," NBER Working Papers 4339, National Bureau of Economic Research, Inc.
    13. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    14. 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.
    15. Evangelos M. Falaris, 2008. "A Quantile Regression Analysis of Wages in Panama," Review of Development Economics, Wiley Blackwell, vol. 12(3), pages 498-514, August.
    16. van der Gaag, Jacques & Stelcner, Morton & Vijverberg, Wim, 1989. "Wage Differentials and Moonlighting by Civil Servants: Evidence from Cote d'Ivoire and Peru," The World Bank Economic Review, World Bank, vol. 3(1), pages 67-95, January.
    17. Richard Disney & Amanda Gosling, 1998. "Does it pay to work in the public sector?," Fiscal Studies, Institute for Fiscal Studies, vol. 19(4), pages 347-374, November.
    18. 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.
    19. James M. Poterba & Kim S. Rueben, 1994. "The Distribution of Public Sector Wage Premia: New Evidence Using Quantile Regression Methods," NBER Working Papers 4734, National Bureau of Economic Research, Inc.
    20. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    21. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    22. 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 229-253, April.
    23. Rebecca M. Blank, 1994. "Introduction to "Social Protection versus Economic Flexibility: Is There a Trade-Off?"," NBER Chapters, in: Social Protection versus Economic Flexibility: Is There a Trade-Off?, pages 1-20, National Bureau of Economic Research, Inc.
    24. 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.
    25. 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, March.
    26. 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 244-252, May.
    27. Shoshana Neuman & Ronald Oaxaca, 2004. "Wage Decompositions with Selectivity-Corrected Wage Equations: A Methodological Note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 2(1), pages 3-10, April.
    28. Javier Gardeazabal & Arantza Ugidos, "undated". "Measuring the gender gap at different quantiles of the wage distribution," Studies on the Spanish Economy 108, FEDEA.
    29. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nadeem ul Haque & Musleh Ud Din (ed.), 2006. "Public Sector Efficiency Perspectives On Civil Service Reform," PIDE Books, Pakistan Institute of Development Economics, number 2006:2, December.
    2. Nadeem ul Haque & Musleh ud Din (ed.), 2020. "Public Sector Efficiency: Perspectives on Civil Service Reform," PIDE Books, Pakistan Institute of Development Economics, number 2020:4, December.
    3. repec:pru:wpaper:33 is not listed on IDEAS
    4. Jelena Lausev, 2014. "WHAT HAS 20 YEARS OF PUBLIC–PRIVATE PAY GAP LITERATURE TOLD US? EASTERN EUROPEAN TRANSITIONING vs. DEVELOPED ECONOMIES," Journal of Economic Surveys, Wiley Blackwell, vol. 28(3), pages 516-550, July.
    5. Nicholas Barton & Tessa Bold & Justin Sandefur, 2017. "Measuring Rents from Public Employment: Regression Discontinuity Evidence from Kenya - Working Paper 457," Working Papers 457, Center for Global Development.
    6. Bold, Tessa & Barton, Nicholas & Sandefur, Justin, 2017. "Measuring Rents from Public Employment: Regression discontinuity evidence from Kenya," CEPR Discussion Papers 12105, C.E.P.R. Discussion Papers.
    7. Tansel, Aysit & Keskin, Halil Ibrahim & Ozdemir, Zeynel Abidin, 2020. "Public-private sector wage gap by gender in Egypt: Evidence from quantile regression on panel data, 1998–2018," World Development, Elsevier, vol. 135(C).
    8. Tansel, Avsit, 2005. "Public-Private Employment Choice, Wage Differentials, and Gender in Turkey," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 453-477, January.
    9. Louis Christofides & Maria Michael, 2013. "Exploring the public-private sector wage gap in European countries," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-53, December.
    10. Disney, Richard F & Gosling, Amanda, 2003. "A New Method for Estimating Public Sector Pay Premia: Evidence from Britain in the 1990's," CEPR Discussion Papers 3787, C.E.P.R. Discussion Papers.
    11. Ahmed Nawaz Hakro & Yaseen Ghulam & Shabbar Jaffry & Vyoma Shah, 2021. "Employment Choices and Wage Differentials: Evidence on Labor Force Data Sets from Pakistan," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 64(1), pages 199-216, March.
    12. 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.
    13. Lixin Cai & Amy Y.C. Liu, 2008. "Public-Private Wage Gap in Australia: Variation Along the Distribution," CEPR Discussion Papers 581, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    14. Peter Siminski, 2013. "Are low-skill public sector workers really overpaid? A quasi-differenced panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 45(14), pages 1915-1929, May.
    15. Hyder, Asma, 2007. "Wage Differentials, Rate of Return toEducation, and Occupational WageShare in the Labour Market of Pakistan," MPRA Paper 2224, University Library of Munich, Germany.
    16. Pham, T. Hung & Reilly, Barry, 2007. "Ethnic Wage Inequality in Vietnam: Empirical Evidence from 2002," MPRA Paper 6477, University Library of Munich, Germany.
    17. Gabriela Grotkowska & Leszek Wincenciak, 2014. "Public sector wage premium in Poland: can it be explained by structural differences in employment?," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 38.
    18. 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.
    19. Tansel, Aysit & Keskin, Halil Ibrahim & Ozdemir, Zeynel Abidin, 2008. "Public versus Private Sector Wage Gap in Egypt: Evidence from Quantile Regression on Panel Data," MPRA Paper 89540, University Library of Munich, Germany.
    20. Morikawa, Masayuki, 2016. "A comparison of the wage structure between the public and private sectors in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 39(C), pages 73-90.
    21. Claudio Lucifora & Dominique Meurs, 2006. "The Public Sector Pay Gap In France, Great Britain And Italy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 43-59, March.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pid:journl:v:44:y:2005:i:3:p:271-306. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Khurram Iqbal (email available below). General contact details of provider: https://edirc.repec.org/data/pideipk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.