Does Human Capital Reinvigorate the Relationship Between Financial Development and Economic Growth: Evidence from Pakistan
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Abstract
This study examines the threshold level of human capital necessary for the finance-growth nexus in Pakistan. For a deeper understanding of the finance-growth relationship, we have disaggregated financial development into financial institution development and financial market development. To achieve this, we have employed the threshold regression model over the period from 1980 to 2018. The results of this study indicate that economic growth responds negatively to overall financial development when the level of human capital surpasses the threshold of 1.489. Similarly, when financial market development falls below the aforementioned threshold, its impact on economic growth is found negative. This suggests that financial market development does not contribute favorably to economic growth. However, the development of financial institutions contributes positively and significantly to economic growth when conditioned on the level of human capital. Among the other variables, physical capital, trade openness, and government expenditure exert a positive impact on economic growth. In contrast, the inflation rate has an insignificant impact on economic growth. The findings of this study suggest the need for further reforms in the financial sector policies in alignment with international best practices. These policies should also take into consideration the importance of redesigning and strengthening the human capital skills necessary to stimulate the finance-growth nexus.
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References
Abubakar, A., Kassim, S. H., & Yusoff, M. B. (2015). Financial development, human capital accumulation, and economic growth: Empirical evidence from the Economic Community of West African States (ECOWAS). Procedia-Social and Behavioral Sciences, 172(27), 96-103.
Adams, M., Andersson, J., Andersson, L.F., & Lindmark, M. (2009). Commercial banking, insurance, and economic growth in Sweden between 1830 and 1998. Accounting, Business and Financial History, 19(1), 21-38.
Adu, G., Marbuah, G., & Mensah, J. T. (2013). Financial development and economic growth in Ghana: Does the measure of financial development matter? Review of Development Finance, 3(4), 192–203.
Ang, J. B. (2011). Financial development, liberalization, and technological deepening. European Economic Review, 55(5), 688-701.
Ang, J. B., & McKibbin, W. J. (2007). Financial liberalization, financial sector development and growth: Evidence from Malaysia. Journal of Development Economics, 84(1), 215-233.
Anwar, S., & Sun, S. (2011). Financial development, foreign investment, and economic growth in Malaysia. Journal of Asian Economics, 22(4), 335-342.
Ali, M., Raza, S. A. A., Puah, C. H., & Samdani, S. (2021). How financial development and economic growth influence human capital in low-income countries. International Journal of Social Economics, 48(10), 1393-1407.
Arestis, P., & Demetriades, P. (1997). Finance and growth: Institutional considerations, financial policies, and causality. Zagreb International Review of Economics and Business, 2(1), 37-62.
Azam, M. & Ahmad, M.A., (2015). Role of human capital and foreign direct investment in promoting economic growth: Evidence from Commonwealth of Independent States. International Journal of Social Economics, 42(2), 89-111.
Barro, R., & Lee, J. W. (2010). Educational attainment in the world: 1950–2010. Journal of Development Economics, 104, 184-198.
Barro, R. J., & Sala-i-Martin, X. (1995). Economic growth. New York: McGraw-Hill.
Baumol, W. J. (2005). Education for innovation: Entrepreneurial breakthroughs versus corporate incremental improvements. Innovation Policy and the Economy, 5, 33-56.
Beck, T., Buyukkarabacak, B., Rioja, F. K., & Valev, N. T. (2012). Who gets the credit? And does it matter? household vs. firm lending across countries. The B.E. Journal of Macroeconomics, 12(1), 1-46.
Becker, G. S. (1965). A Theory of the allocation of time. The Economic Journal, 75(299), 493-517.
Bilman, M. E., & Karaoglan, S. (2020). Does the twin deficit hypothesis hold in the OECD countries under different real interest rate regimes? Journal of Policy Modeling, 42(1), 205-215.
Broock, W. A., Scheinkman, J. A., Dechert, W. D., & LeBaron, B. (1996). A test for independence based on the correlation dimension. Econometric Reviews, 15(3), 197-235.
Card, D. (1999). The causal effect of education on earnings. In O. C. Ashenfelter & D. Card (Eds.), Handbook of labor economics Volume 3A (pp. 1801-1863). Amsterdam: Elsevier.
Cavenaile, L., Gengenbach, C., & Palm, F. (2014). Stock markets, banks, and long-run economic growth: A panel cointegration-based analysis. De Economist, 162(1), 19-40.
Cecchetti, S., & Kharroubi, E. (2012). Reassessing the impact of finance on growth (BIS Working Paper No. 381). Retrieved from https://www.bis.org/publ/work381.pdf?te=1&nl=paul-krugman&emc=edit_pk_20200814
Chong, E. Y. L., Mody, A., & Sandoval, F. V. (2017). Finance and growth: The direction of causality. VOX, CEPR’s Policy Portal. Retrieved from https://cepr.org/voxeu/columns/finance-and-growth-direction-causality
Cuestas, J. C., & Mourelle, E. (2011). Nonlinearities in real exchange rate determination: Do African exchange rates follow a random walk?. Applied Economics, 43(2), 243-258.
De Gregorio, J. (1996). Borrowing constraints, human capital accumulation, and growth. Journal of Monetary Economics, 37(1), 49-71.
Durham, J. B. (2004). Absorptive capacity and the effects of foreign direct investment and equity foreign portfolio investment on economic growth. European Economic Review, 48(2), 285-306.
Dutta, N., & Sobel, R. S. (2018). Entrepreneurship and human capital: The role of financial development. International Review of Economics & Finance, 57, 319-332.
Easterly, W. & Rebelo, S. (1993). Fiscal policy and economic growth. Journal of Monetary Economics, 32(1), 417-458.
Evans, A., Green, C. J., & Murinde, V. (2002). Human capital and financial development in economic growth: New evidence using the translog production function. International Journal of Finance & Economics, 7(2), 123-140.
Fischer, S. (1991). Growth, macroeconomics, and development. NBER Macroeconomics Annual, 6(1), 329-364.
Goldin, C. D. (2016). Human capital. In C. Diebolt & M. Haupert (Eds.), Handbook of Cliometrics (pp. 55-86). Heidelberg: Springer.
Hansen, B. E. (1999). Threshold effects in non-dynamic panels: Estimation, testing, and inference. Journal of Econometrics, 93(2), 345-368.
Hansen, B. E., & Seo, B. (2002). Testing for two-regime threshold cointegration in vector error-correction models. Journal of Econometrics, 110(2), 293-318.
Huchet‐Bourdon, M., Le Mouel, C., & Vijil, M. (2018). The relationship between trade openness and economic growth: Some new insights on the openness measurement issue. The World Economy, 41(1), 59-76.
Ibrahim, M. (2018). Interactive effects of human capital in finance–economic growth nexus in Sub-Saharan Africa. Journal of Economic Studies, 45(6), 1192-1210.
Ibrahim, M. H. & Alagidede, P. (2018). Nonlinearities in financial development–economic growth nexus: Evidence from sub-Saharan Africa. Research in International Business and Finance, 46, 95-104.
Ibrahim, M. H. (2015). Oil and food prices in Malaysia: A nonlinear ARDL. Agriculture and Food Economics, 3(1), 1-14.
Iqbal, Z., & Zahid, G.M. (1998). Macroeconomic determinants of economic growth in Pakistan. The Pakistan Development Review, 37(2), 125-148.
Kendall, J. (2007). The Importance of local finance and human capital in regional growth: The case of India. University of California Santa Cruz, Job Market Paper.
Khan, A., Ahmed, M., & Bibi, S. (2019). Financial development and economic growth nexus for Pakistan: A revisit using maximum entropy bootstrap approach. Empirical Economics, 57(4), 1157-1169.
Khan, M. A., Qayyum, A., & Sheikh, S. A., (2005). Financial development and economic growth: The case of Pakistan. The Pakistan Development Review, 44(4), 819-837.
King, R. G., & Levine, R. (1993). Finance and growth: Schumpeter might be right. The Quarterly Journal of Economics, 108(3), 717-737.
Kilic, C., & Ozcan, B. (2018). The impact of financial development on human capital: Evidence from emerging market economies. International Journal of Economics and Financial Issues, 8(1), 258–267.
Levine, R. & Zervos, S. (1998). Stock markets, banks, and economic growth. American Economic Review, 88(3), 537–558.
Levine, R. (1998). Financial development and economic growth: Views and agenda. Journal of Economic Literature, 35(2), 688-726.
Levine, R. (2005). Finance and growth: Theory and evidence. In P. Aghion & S. N. Durlauf (Eds.), Handbook of Economic Growth Volume 1A (pp. 865-934). Amsterdam: Elsevier.
Lucas, R. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42.
Mankiw, N. G., Romer, D. & Weil, D. N. (1992). A contribution to the empirics of economic growth. The Quarterly Journal of Economics, 107(2), 407-437.
McKinnon, R. I. (1973). Money and capital in economic development. Washington DC: Brookings Institution.
Mishkin, F. S. (2007). Globalization and financial development. Journal of Development Economics, 89(2), 164-169.
Munir, K. & Arshad, S. (2018). Factor accumulation and economic growth in Pakistan: Incorporating human capital. International Journal of Social Economics, 45(3), 480-491.
Naveed, S., & Mahmood, Z. (2019). Impact of domestic financial liberalization on economic growth in Pakistan. Journal of Economic Policy Reform, 22(1), 16-34.
Neeliah, H. & Seetanah, B. (2016). Does human capital contribute to economic growth in Mauritius? European Journal of Training and Development, 40(4), 248-261.
Nguyen, T. A. N. (2022). Financial development, human resources, and economic growth in transition countries. Economies, 10(6), 1-12.
Outreville, J. F. (1999). Financial development, human capital, and political stability (UNCTAD Discussion Paper No. 142). Retrieved from http://www.unctad.org/en/docs/dp_142.en. pdf
Oyinlola, M. A., & Adedeji, A. (2019). Human capital, financial sector development and inclusive growth in sub-Saharan Africa. Economic Change and Restructuring, 52(1), 43-66.
Ozturk, I. (2008), Financial development and economic growth: Empirical evidence from Turkey. Applied Econometrics and International Development, 8(1), 85-98.
Pagano, M. (1993). Financial markets and growth: an overview. European Economic Review, 37(2-3), 613-622.
Papagni, E. (2006). Human capital, fertility, and growth under borrowing constraints. Journal of Economic Dynamics and Control, 30(1), 27-54.
Patrick, H. T. (1966). Financial development and economic growth in underdeveloped countries. Economic Development and Cultural Change, 14(2), 174-189.
Rahman, A., & Khan, M. A. (2023). The relationship between financial development and economic growth: New insights using quadruple and quintuple helix innovation framework and way forward. Journal of the Knowledge Economy, April, 1-26.
Rahman, A., Khan, M. A., & Charfeddine, L. (2020a). Financial development–economic growth nexus in Pakistan: New evidence from the Markov switching model. Cogent Economics & Finance, 8(1), 1716446.
Rahman, A., Khan, M. A., & Charfeddine, L. (2020b). Does financial sector promote economic growth in Pakistan? Empirical evidences from Markov switching model. Sage Open, 10(4), 2158244020963064.
Rahman, A., Khan, M. A., & Charfeddine, L. (2021). Regime-specific impact of financial reforms on economic growth in Pakistan. Journal of Policy Modeling, 43(1), 161-182.
Rehman, A., & Cheema, A. (2013). Financial development and real sector growth in Pakistan. Interdisciplinary Journal of Contemporary Research in Business, 5(1), 618-636.
Rioja, F., & Valev, N. (2014). Stock markets, banks, and the sources of economic growth in low and high-income countries. Journal of Economics and Finance, 38(2), 302-320.
Robinson, J. (1952). The generalization of the General Theory, In the rate of interest and other essays. London: Macmillan.
Romer, P. M. (1986). Increasing returns and long-run growth. Journal of Political Economy, 94(5), 1002-1037.
Rosendo Silva, F., Simões, M. & Sousa Andrade, J. (2018). Health investments and economic growth: A quantile regression approach. International Journal of Development Issues, 17(2), 220-245.
Samargandi, N., Fidrmuc, J., & Ghosh, S. (2015). Is the relationship between financial development and economic growth monotonic? Evidence from a sample of middle-income countries. World Development, 68, 66-81.
Saroj, S., Shastri, R. K., Singh, P., Tripathi, M. A., Dutta, S., & Chaubey, A. (2023). In what ways does human capital influence the relationship between financial development and economic growth?. Benchmarking: An International Journal, Retrieved from https://www.emerald.com/insight/content/doi/10.1108/BIJ-03-2023-0131/full/html
Sarwar, A., Khan, M. A., Sarwar, Z., & Khan, W. (2021). Financial development, human capital and its impact on economic growth of emerging countries. Asian Journal of Economics and Banking, 5(1), 86-100.
Sassi, S., & Gasmi, A. (2014). The effect of enterprise and household credit on economic growth: New evidence from European Union countries. Journal of Macroeconomics, 39, 226-231.
Schultz, T. W. (1961). Investment in human capital. The American Economic Review, 51(1), 1-17.
Schumpeter, J. A. (1912). The theory of economic development: An inquiry into profits, capital, credit, interest, and the business cycle. Cambridge: Harvard University Press.
Sehrawat, M., & Giri, A. K. (2017). An empirical relationship between financial development indicators and human capital in some selected Asian countries. International Journal of Social Economics, 44(3), 337-349.
Sethi, N., Mishra, B. R., & Bhujabal, P. (2019). Do market size and financial development indicators affect the human capital of selected South Asian economies? International Journal of Social Economics, 46(7), 887-903.
Seven, U., & Yetkiner, H. (2016). Financial intermediation and economic growth: Does income matter? Economic Systems, 40(1), 39-58.
Shaw, E. S. (1973). Financial deepening in economic development. New York: Oxford University Press.
Slesman, L., Baharumshah, A. Z., & Azman-Saini, W. N. W. (2019). Political institutions and finance-growth nexus in emerging markets and developing countries: A tale of one threshold. The Quarterly Review of Economics and Finance, 72, 80-100.
Svirydzenka, K. (2016). Introducing a new broad-based index of financial development (IMF Working Paper No.16). Washington DC: International Monetary Fund.
Swamy, V., & Dharani, M. (2020). Thresholds of financial development in the Euro area. The World Economy, 43(6), 1730-1774.
Tariq, R., Khan, M. A., & Rahman, A. (2020). How does financial development impact economic growth in Pakistan?: New evidence from threshold model. The Journal of Asian Finance, Economics and Business, 7(8), 161-173.
Uzawa, H. (1965). Optimum technical change in an aggregative model of economic growth. International Economic Review, 6(1), 18-31.
Young, A. (1995). The tyranny of numbers: Confronting the statistical realities of the East Asian growth experience. The Quarterly Journal of Economics, 110(3), 641-680.
Zhou, G., Gong, K., Luo, S., & Xu, G. (2018). Inclusive finance, human capital, and regional economic growth in China. Sustainability, 10(4), 1194.