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Determinants of Personal Earnings in Pakistan: Findings from the Labour Force Survey 1993-94

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  • Zafar Mueen Nasir

    (Pakistan Institute of Development Economics, Islamabad.)

Abstract

The paper explores the role of human and non-human capital factors in determining the earnings of workers in Pakistan. The Labour Force Survey data 1993-94, which provides detailed information about workers, has been used for this analysis. Ordinary least squares estimation technique has been utilised for the analysis. The analysis is carried out separately for male and female workers. It is found that in human capital variables, education plays a dominant role in wage determination. In non-human capital factors, occupation and size of the establishments are found to be relevant variables. Other important variables include regional location and technical training. The sample selection bias has been observed for female workers whereas no problem has been observed for male workers, and the bias has been corrected by using the Heckman procedure, though both corrected and uncorrected results are reported. Important conclusions and policy implications are discussed at the end.

Suggested Citation

  • Zafar Mueen Nasir, 1998. "Determinants of Personal Earnings in Pakistan: Findings from the Labour Force Survey 1993-94," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 37(3), pages 251-274.
  • Handle: RePEc:pid:journl:v:37:y:1998:i:3:p:251-274
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    1. Ather Maqsood Ahmed & Ismail Sirageldin, 1994. "Internal Migration, Earnings, and the Importance of Self-selection," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 33(3), pages 211-227.
    2. Nadeem Ul Haque, 1977. "An Economic Analysis of Personal Earnings in Rawalpindi City," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 16(4), pages 353-382.
    3. Juster, F Thomas & Stafford, Frank P, 1991. "The Allocation of Time: Empirical Findings, Behavioral Models, and Problems of Measurement," Journal of Economic Literature, American Economic Association, vol. 29(2), pages 471-522, June.
    4. Bowles, Samuel, 1985. "The Production Process in a Competitive Economy: Walrasian, Neo-Hobbesian, and Marxian Models," American Economic Review, American Economic Association, vol. 75(1), pages 16-36, March.
    5. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    6. M. Ghaffar Chaudhry & Zubeda Khan, 1987. "Female Labour Force Participation Rates in Rural Pakistan: Some Fundamental Explanations and Policy Implications," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 26(4), pages 687-698.
    7. Khalil A. Hamdani, 1977. "Education and the Income Differential. An Estimation for Rawalpindi City," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 16(2), pages 144-164.
    8. Rebitzer, James B & Robinson, Michael D, 1991. "Employer Size and Dual Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 710-715, November.
    9. Rebitzer, James B, 1993. "Radical Political Economy and the Economics of Labor Markets," Journal of Economic Literature, American Economic Association, vol. 31(3), pages 1394-1434, September.
    10. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-293, March.
    11. 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.
    12. Shahrukh Rafi Khan & Mohammad Irfan, 1985. "Rates of Returns to Education and the Determinants of Earnings in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 24(3-4), pages 671-683.
    13. William T. Dickens & Lawrence F. Katz, 1986. "Interindustry Wage Differences and Industry Characteristics," NBER Working Papers 2014, National Bureau of Economic Research, Inc.
    14. Tayyeb Shabbir, 1994. "Mincerian Earnings Function for Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 33(1), pages 1-18.
    15. Valerie Kozel & Harold Alderman, 1990. "Factors Determining Work Participation and Labour Supply Decisions in Pakistan's Urban Areas," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 29(1), pages 1-18.
    16. Bennett Harrison & Chris Tilly & Barry Bluestone, 1986. "Wage Inequality Takes a Great U-Turn," Challenge, Taylor & Francis Journals, vol. 29(1), pages 26-32, March.
    17. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    18. Javed Ashraf & Birjees Ashraf, 1993. "An Analysis of the Male-Female Earnings Differential in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 32(4), pages 895-904.
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    2. Monazza Aslam, 2009. "Education Gender Gaps in Pakistan: Is the Labor Market to Blame?," Economic Development and Cultural Change, University of Chicago Press, vol. 57(4), pages 747-784, July.
    3. Monazza Aslam, 2006. "Rates of Return to Education by Gender in Pakistan," Economics Series Working Papers GPRG-WPS-064, University of Oxford, Department of Economics.
    4. Madeeha Gohar Qureshi, 2012. "The Gender Differences in School Enrolment and Returns to Education in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 51(3), pages 219-256.
    5. Abdul Qayyum & Idrees Khawaja & Asma Hyder, 2008. "Growth Diagnostics in Pakistan," PIDE-Working Papers 2008:47, Pakistan Institute of Development Economics.
    6. Muhammad Sabir & Zehra Aftab, 2006. "Province-wise Growth Patterns in Human Capital Accumulation," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(4), pages 873-890.
    7. Asma, Hyder, 2007. "Employment Preferences and Length of Job Queues in Pakistan: An Update," MPRA Paper 19572, University Library of Munich, Germany.
    8. Durdana Qaiser Gillani & Karamat Ali, 2013. "Employment status and earning functions in urban informal sector : A case of Southern Punjab, Pakistan," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 23(2), pages 97-113.

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