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Human versus physical capital: issues of accumulation, interaction and endogeneity

Author

Listed:
  • Rafi Amir-ud-Din

    (COMSATS Institute of Information Technology)

  • Muhammad Usman

    (COMSATS Institute of Information Technology)

  • Faisal Abbas

    (Georg August University)

  • Sajid Amin Javed

    (Sustainable Development Policy Institute (SDPI))

Abstract

The human capital and physical capital are inextricably linked. Increase in the physical capital is assumed to affect the stock of human capital and vice versa. This paper examines the impact of increase in human capital on accumulation of physical capital and vice versa for a panel of 237 countries during the period 1971–2015. We also analyzed the interaction between these two types of capitals after disaggregating the countries by their income level. We used 3SLS and fixed effects estimation methods to obtain consistent and unbiased results in the presence of endogeneity. We found that investment in physical capital positively affects accumulation of human capital, but the impact of human capital investment on physical capital accumulation is not uniform. The impact of additional factors such as democracy, trade openness and ethnic fractionalization on human and physical capital is moderated by level of economic development of the countries. Results suggest that in order to accumulate physical capital subject to the resource constraints, low income countries must focus largely on primary education while high income countries should invest in secondary and more importantly in tertiary levels of education.

Suggested Citation

  • Rafi Amir-ud-Din & Muhammad Usman & Faisal Abbas & Sajid Amin Javed, 2019. "Human versus physical capital: issues of accumulation, interaction and endogeneity," Economic Change and Restructuring, Springer, vol. 52(4), pages 351-382, November.
  • Handle: RePEc:kap:ecopln:v:52:y:2019:i:4:d:10.1007_s10644-017-9225-2
    DOI: 10.1007/s10644-017-9225-2
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    as
    1. Pablo-Romero, M. del P. & Gómez-Calero, M. de la P., 2013. "A translog production function for the Spanish provinces: Impact of the human and physical capital in economic growth," Economic Modelling, Elsevier, vol. 32(C), pages 77-87.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    4. Dearmon, Jacob & Grier, Robin, 2011. "Trust and the accumulation of physical and human capital," European Journal of Political Economy, Elsevier, vol. 27(3), pages 507-519, September.
    5. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    6. Pastore, Francesco & Verashchagina, Alina, 2006. "Private returns to human capital over transition: A case study of Belarus," Economics of Education Review, Elsevier, vol. 25(1), pages 91-107, February.
    7. Barro, Robert J, 1996. "Democracy and Growth," Journal of Economic Growth, Springer, vol. 1(1), pages 1-27, March.
    8. Mariya Neycheva, 2013. "Does higher level of education of the labor force cause growth? Evidence from Bulgaria," Economic Change and Restructuring, Springer, vol. 46(3), pages 321-339, August.
    9. Robin Grier, 2005. "The Interaction of Human and Physical Capital Accumulation: Evidence from Sub‐Saharan Africa," Kyklos, Wiley Blackwell, vol. 58(2), pages 195-211, May.
    10. Alexandre Repkine, 2014. "Ethnic Diversity, Political Stability and Productive Efficiency: Empirical Evidence from the African Countries," South African Journal of Economics, Economic Society of South Africa, vol. 82(3), pages 315-333, September.
    11. Duffy, John & Papageorgiou, Chris, 2000. "A Cross-Country Empirical Investigation of the Aggregate Production Function Specification," Journal of Economic Growth, Springer, vol. 5(1), pages 87-120, March.
    12. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.
    13. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    14. Blanco, Luisa & Grier, Robin, 2012. "Natural resource dependence and the accumulation of physical and human capital in Latin America," Resources Policy, Elsevier, vol. 37(3), pages 281-295.
    15. Pierre-Olivier Gourinchas & Olivier Jeanne, 2013. "Capital Flows to Developing Countries: The Allocation Puzzle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1484-1515.
    16. Caballe, Jordi & Santos, Manuel S, 1993. "On Endogenous Growth with Physical and Human Capital," Journal of Political Economy, University of Chicago Press, vol. 101(6), pages 1042-1067, December.
    17. Bertocchi, Graziella & Canova, Fabio, 2002. "Did colonization matter for growth?: An empirical exploration into the historical causes of Africa's underdevelopment," European Economic Review, Elsevier, vol. 46(10), pages 1851-1871, December.
    18. Aisen, Ari & Veiga, Francisco José, 2013. "How does political instability affect economic growth?," European Journal of Political Economy, Elsevier, vol. 29(C), pages 151-167.
    19. Yanqing Jiang, 2012. "An empirical study of openness and convergence in labor productivity in the Chinese provinces," Economic Change and Restructuring, Springer, vol. 45(4), pages 317-336, November.
    20. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    21. Fedderke, Johannes & Klitgaard, Robert, 1998. "Economic Growth and Social Indicators: An Exploratory Analysis," Economic Development and Cultural Change, University of Chicago Press, vol. 46(3), pages 455-489, April.
    22. Konstantin Yanovskiy & Sergey Shulgin, 2013. "Institutions, democracy and growth in the very long run," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 63(4), pages 493-510, December.
    23. Rogers, Mark Llewellyn, 2008. "Directly unproductive schooling: How country characteristics affect the impact of schooling on growth," European Economic Review, Elsevier, vol. 52(2), pages 356-385, February.
    24. Lau, Lawrence J. & Jamison, Dean T. & Louat, Frederic F., 1991. "Education and productivity in developing countries : an aggregate production function approach," Policy Research Working Paper Series 612, The World Bank.
    25. Michael Faye & John McArthur & Jeffrey Sachs & Thomas Snow, 2004. "The Challenges Facing Landlocked Developing Countries," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 5(1), pages 31-68.
    26. Powell-Jackson, Timothy & Basu, Sanjay & Balabanova, Dina & McKee, Martin & Stuckler, David, 2011. "Democracy and growth in divided societies: A health-inequality trap?," Social Science & Medicine, Elsevier, vol. 73(1), pages 33-41, July.
    27. Pierre-Olivier Gourinchas & Olivier Jeanne, 2013. "Capital Flows to Developing Countries: The Allocation Puzzle," Review of Economic Studies, Oxford University Press, vol. 80(4), pages 1484-1515.
    28. Zhang, Chuanguo & Zhuang, Lihuan, 2011. "The composition of human capital and economic growth: Evidence from China using dynamic panel data analysis," China Economic Review, Elsevier, vol. 22(1), pages 165-171, March.
    29. Franck, Raphaã‹L & Rainer, Ilia, 2012. "Does the Leader's Ethnicity Matter? Ethnic Favoritism, Education, and Health in Sub-Saharan Africa," American Political Science Review, Cambridge University Press, vol. 106(2), pages 294-325, May.
    30. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    31. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    32. Arusha Cooray & Nabamita Dutta & Sushanta Mallick, 2016. "Does female human capital formation matter for the income effect of remittances? Evidence from developing countries," Oxford Development Studies, Taylor & Francis Journals, vol. 44(4), pages 458-478, October.
    33. Cleeve, Emmanuel A. & Debrah, Yaw & Yiheyis, Zelealem, 2015. "Human Capital and FDI Inflow: An Assessment of the African Case," World Development, Elsevier, vol. 74(C), pages 1-14.
    34. Richard Blundell & Lorraine Dearden & Costas Meghir & Barbara Sianesi, 1999. "Human capital investment: the returns from education and training to the individual, the firm and the economy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 1-23, March.
    35. Brahim Boudarbat & Thomas Lemieux & W. Craig Riddell, 2010. "The Evolution of the Returns to Human Capital in Canada, 1980-2005," Canadian Public Policy, University of Toronto Press, vol. 36(1), pages 63-89, March.
    36. Becker, Gary S, 1993. "Nobel Lecture: The Economic Way of Looking at Behavior," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 385-409, June.
    37. Falguni Pattanaik & Narayan Nayak, 2014. "Economic freedom and economic growth in India: What is the empirical relationship?," Economic Change and Restructuring, Springer, vol. 47(4), pages 275-298, November.
    38. Ando, Masakazu & Hodoshima, Jiro, 2007. "A note on bootstrapped White's test for heteroskedasticity in regression models," Economics Letters, Elsevier, vol. 97(1), pages 46-51, October.
    39. 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.
    40. Upadhyay, Mukti P, 1994. "Accumulation of Human Capital in LDCs in the Presence of Unemployment," Economica, London School of Economics and Political Science, vol. 61(243), pages 355-378, August.
    41. Vasudeva Murthy, N. R. & Chien, I. S., 1997. "The empirics of economic growth for OECD countries: Some new findings," Economics Letters, Elsevier, vol. 55(3), pages 425-429, September.
    42. Grier, Robin M, 2002. "On the Interaction of Human and Physical Capital in Latin America," Economic Development and Cultural Change, University of Chicago Press, vol. 50(4), pages 891-913, July.
    43. John Joshua, 2015. "The Contribution of Human Capital towards Economic Growth in China," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-52936-7.
    44. Jacob Mincer, 1975. "Education, Experience, and the Distribution of Earnings and Employment: An Overview," NBER Chapters, in: Education, Income, and Human Behavior, pages 71-94, National Bureau of Economic Research, Inc.
    45. Yuheng Li & Xun Wang & Hans Westlund & Yansui Liu, 2015. "Physical Capital, Human Capital, and Social Capital: The Changing Roles in China's Economic Growth," Growth and Change, Wiley Blackwell, vol. 46(1), pages 133-149, March.
    46. Graca, Job & Jafarey, Saqib & Philippopoulos, Apostolis, 1995. "Interaction of Human and Physical Capital in a Model of Endogenous Growth," Economic Change and Restructuring, Springer, vol. 28(2-3), pages 93-118.
    47. Musila, Jacob W. & Yiheyis, Zelealem, 2015. "The impact of trade openness on growth: The case of Kenya," Journal of Policy Modeling, Elsevier, vol. 37(2), pages 342-354.
    48. Montalbano, Pierluigi, 2011. "Trade Openness and Developing Countries' Vulnerability: Concepts, Misconceptions, and Directions for Research," World Development, Elsevier, vol. 39(9), pages 1489-1502, September.
    49. Monojit Chatterji, 1998. "Tertiary Education and Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 32(4), pages 349-354.
    50. Kwabena Gyimah-Brempong & Oliver Paddison & Workie Mitiku, 2006. "Higher education and economic growth in Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 42(3), pages 509-529.
    51. Anjum Siddiqui & Atiq ur Rehman, 2017. "The human capital and economic growth nexus: in East and South Asia," Applied Economics, Taylor & Francis Journals, vol. 49(28), pages 2697-2710, June.
    52. Michael Henry & Richard Kneller & Chris Milner & Sourafel Girma, 2012. "Do Natural Barriers Affect the Relationship Between Trade Openness and Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(1), pages 1-19, February.
    53. Jonathan M Powell & Clayton L Thyne, 2011. "Global instances of coups from 1950 to 2010: A new dataset," Journal of Peace Research, Peace Research Institute Oslo, vol. 48(2), pages 249-259, March.
    54. Abramovitz, Moses & David, Paul A, 1973. "Reinterpreting Economic Growth: Parables and Realities," American Economic Review, American Economic Association, vol. 63(2), pages 428-439, May.
    55. Jimenez, Emmanuel & Nguyen, Vy & Patrinos, Harry Anthony, 2012. "Stuck in the middle ? human capital development and economic growth in Malaysia and Thailand," Policy Research Working Paper Series 6283, The World Bank.
    56. Andrés Rodríguez-Pose & Montserrat Vilalta-Bufí, 2005. "Education, migration, and job satisfaction: the regional returns of human capital in the EU," Journal of Economic Geography, Oxford University Press, vol. 5(5), pages 545-566, October.
    57. Burkhart, Ross E. & Lewis-Beck, Michael S., 1994. "Comparative Democracy: The Economic Development Thesis," American Political Science Review, Cambridge University Press, vol. 88(4), pages 903-910, December.
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