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The Contribution of Human Capital in Aggregate and Sectoral Production: Evidence from Pakistan

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  • Faisal Sultan Qadri
  • Abdul Waheed

Abstract

This article examines the strength of relationship between human capital and production at aggregate and sectoral levels. The study uses an annual data set from 1981 to 2014 taken from Pakistan Bureau of Statistics. The study used aggregate and sector-wise production models and applied augmented Dickey–Fuller (ADF) test to check the order of integration and JJ co-integration. Dynamic ordinary least square (DOLS) and fully modified ordinary least square (FMOLS) tests are used to check the consistency of initial findings and the sensitivity analysis is performed in order to check the robustness of results. The study illuminates the impact of human capital on the production of agriculture, industrial and services sectors, and compares the strength of this relationship with the coefficients obtained through aggregate data. The study found evidence of positive human capital contribution in aggregate and sectoral productions; however, its magnitude is found to be similar in the agricultural and industrial sectors which was higher than the magnitude associated with the services sector.

Suggested Citation

  • Faisal Sultan Qadri & Abdul Waheed, 2020. "The Contribution of Human Capital in Aggregate and Sectoral Production: Evidence from Pakistan," Global Business Review, International Management Institute, vol. 21(2), pages 365-376, April.
  • Handle: RePEc:sae:globus:v:21:y:2020:i:2:p:365-376
    DOI: 10.1177/0972150918778948
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    References listed on IDEAS

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    1. Amber Fatima & Abdul Waheed, 2014. "Economic uncertainty and growth performance: a macroeconomic modeling analysis for Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(3), pages 1361-1387, May.
    2. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    3. Syed Tehseen Jawaid & Syed Ali Raza & Khalid Mustafa & Mohd Zaini Abd Karim, 2016. "Does Inward Foreign Direct Investment Lead Export Performance in Pakistan?," Global Business Review, International Management Institute, vol. 17(6), pages 1296-1313, December.
    4. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    5. Syed Tehseen Jawaid & Abdul Waheed, 2017. "Contribution of International Trade in Human Development of Pakistan," Global Business Review, International Management Institute, vol. 18(5), pages 1155-1177, October.
    6. Qadri, Faisal Sultan & Waheed, Abdul, 2014. "Human capital and economic growth: A macroeconomic model for Pakistan," Economic Modelling, Elsevier, vol. 42(C), pages 66-76.
    7. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    8. Ahmed Al-Azzam & David Hawdon, 1999. "Estimating the Demand for Energy in Jordan: A Stock-Watson Dynamic OLS (DOLS) Approach," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 97, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
    9. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    10. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    11. Faisal Sultan Qadri & Abdul Waheed, 2013. "Human capital and economic growth: Cross-country evidence from low-, middle- and high-income countries," Progress in Development Studies, , vol. 13(2), pages 89-104, April.
    12. Faisal Sultan Qadri; Abdul Waheed, 2017. "Human Capital-Economic Growth Relationship: Finding the Most Relevant Level of Education in Pakistan," South Asian Journal of Management Sciences (SAJMS), Iqra University, Iqra University, vol. 11(2), pages 140-152, Fall.
    13. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    14. Qaisar Abbas, 2000. "The Role of Human Capital in Economic Growth: A Comparative Study of Pakistan and India," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 39(4), pages 451-473.
    15. Mohsin S. Khan, 2005. "Human Capital and Economic Growth in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(4), pages 455-478.
    16. 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.
    17. Qaisar Abbas, 2001. "Endogenous Growth and Human Capital: A Comparative Study of Pakistan and Sri Lanka," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 40(4), pages 987-1007.
    18. Faisal Sultan Qadri, Faisal & Dr. Abdul Waheed, Waheed, 2011. "Human Capital and Economic Growth: Time Series Evidence from Pakistan," MPRA Paper 30654, University Library of Munich, Germany.
    19. Temple, Jonathan R. W., 2001. "Generalizations that aren't? Evidence on education and growth," European Economic Review, Elsevier, vol. 45(4-6), pages 905-918, May.
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