Remittances and human capital development in BRICS
Keywords:
Human Capital Development, Panel Data, Remittances, BRICSAbstract
The study investigated the impact of personal remittances on the development of human capital in BRICS (Brazil, Russia, India, China, South Africa) using panel data (1990-2020) analysis methods such as the fully modified ordinary least squares (FMOLS), dynamic ordinary least squares (DOLS) and the fixed effects. Using the same data set and econometric estimation methods, the study also explored if financial development is a channel through which the positive influence of remittances on human capital development is enhanced. In line with Ali et. al. (2023), the study focused on BRICS because of its global dominance in terms of share of gross domestic product in the world economy and its fastest pace in terms of economic growth and development. The influence of remittances on human capital development was found to be positive but insignificant under both the fixed effects and FMOLS, results which generally agrees with literature (positive rationale hypothesis). The dynamic OLS shows that remittances reduced human capital development in a significant manner, consistent with the negative rationale hypothesis. The complementarity between remittances and financial development had a non-significant positive impact on human capital development. The study produced results which show that internet usage (DOLS), government consumption expenditure (FMOLS), trade openness (fixed effects, FMOLS) and economic growth (DOLS, FMOLS) had a significant positive effect on human capital development in BRICS. Policies aimed at increasing internet usage, government consumption on education, trade openness and economic growth must therefore be implemented by the responsible authorities in BRICS to enhance human capital development.
References
Acharya, C.P. & Leon-Gonzalez, R. (2014). How do migration and remittances affect human capital investment? The effects of relaxing information and liquidity constraints. Journal of Development Studies, Vol. 50(3), pp. 444-460.
Abdellatif, T.; Gwendolyn, R. & Carolyne, F.P. (2013). An empirical study of the impact of remittance, educational expenditure and investment on growth in the Philippines. Applied Econometrics and International Development, Vol. 13(1), pp. 173-186.
Ali, N.; Phoungthong, K.; Khan, A.; Abbas, S.; Dilanchiev, A.; Tariq, S. & Sadiq, M.N. (2023). Does FDI Foster Technological Innovations? Empirical Evidence from BRICS Economies. PLoS ONE, 18, e0282498.
Alshaib, B.M.; Al Khatib, A.M.G.; Nuta, A.C.; Hamra, M.; Mishra, P.; Gautam, R.; Hussain, S. & Zamfir, C.G. (2023). Fiscal Sustainability and Its Implications for Economic Growth in Egypt: An Empirical Analysis. SAGE Open, Vol. 13(4).
Amamoo-Otoo, C. & Chi, X. (2020). Assessing the impact of emigration and remittances on the economic growth in Ghana. Open Journal of Business and Management, Vol. 8(6), pp. 2582-2596.
Aregbeshola, R.A. (2022). Interplay of poverty, remittances and human capital development: Panel evidence from selected Sub-Saharan African countries. International Migration.
Asad, M.; Hashmi, S.H. & Yousaf, S. (2016). Nexus between workers’ remittances, unemployment, labour migration and economic growth in Pakistan. International Journal of Organizational Leadership, Vol. 5(4), pp. 360-379.
Aye, G.C. & Edoja, P.E. (2017). Effect of economic growth on CO2 emission in developing countries: Evidence from a dynamic panel threshold regression model. General and Applied Economics.
Azam, M. & Raza, S.A. (2016). Do workers’ remittances boost human capital development? The Pakistan Development Review, Vol. 55(2), pp. 123-149.
Azizi, S. (2018). The impacts of workers’ remittances on human capital and labour supply in developing countries. Economic Modelling, Vol. 75, pp. 377-396.
Bansak, C. & Chezum, B. (2009). How do remittances affect human capital formation of school-age boys and girls? American Economic Review, Vol. 99(2), pp. 145-148.
Becker, G.S. (1993). A theoretical and empirical analysis with special reference to education. 3rd Edition. Chicago, IL: University of Chicago Press.
Belmimoun, A.; Kerbouche, M.; Adouka, L. & Mokeddem, R. (2014). The impact of migrants’ remittances on economic growth empirical study: Case of Algeria (1970-2010). European Scientific Journal, Vol. 10(13), pp. 364-378.
Binder, M. & Geogiadis, G. (2011). Determinants of human development: Capturing the role of institutions. Cesinfo Working Paper Number, No. 3397.
Dash, R.K. (2020). Impact of remittances on domestic investment: A panel study of six South Asian countries. South Asia Economic Journal, Vol. 21(1), pp. 7-30.
De Grip, A. & Sauermann, J. (January, 2013). The effect of training on productivity: The transfer of on the-job training from the perspective of economics. Educational Research Review, Vol. 8, pp. 28-36.
Dilanchiev, A.; Sharif, A.; Ayad, H. & Nuta, A.C. (2024). The interaction between remittance, FDI, renewable energy, and environmental quality: a panel data analysis for the top remittance-receiving countries. Environmental Science Pollution Res, Vol. 31, pp. 14912–14926.
Gao, X.; Kikkawa, A. & Kang, J.W. (2021). Evaluating the impact of remittances on human capital development in the Kyrgyz Republic. Asian Development Bank Economics Working Paper Series Number, No. 637.
Gubert, F. (2017). Migration, remittances and development: Insights from the migration and development conference. Revue Deconomie Du Developpenent/ Development Economics Review, Vol. 25(3-4), pp. 29-44.
Hassan, M.U.; Mehmood, H. & Hassan, M.S. (2013). Consequences of workers’ remittances on human capital: An in-depth investigation for a case of Pakistan. Middle-East Journal of Scientific Research, Vol. 14(3), pp. 443-452.
Ifeyinwa, O.G. (2010). The effects of remittances on poverty and human capital development. Master of Science Degree in Economics. Department of Economics, University of Nigeria.
Im, K.S.; Pesaran, M.H. & Shin, Y. (2003). Testing unit roots in heterogeneous panels. Journal of Econometrics, Vol. 115(1), pp. 53-74.
Jorgenson, D.W. (1963). Capital theory and investment behaviour. The American Economic Review, Vol. 53(2), pp. 247-259.
Kamalu, K.; Ibrahim, W.H.B.W. & Ahmad, A.U. (2022). The effect of remittance on human development in the Organization of Islamic Cooperation Member countries: Evidence from DCCE and CS-ARDL. Iranian Journal of Management Studies, Vol. 15(2), pp. 405-424.
Kao, C. (1999). Spurious regression and residual-based tests for co-integration in panel data, Journal of Econometrics, Vol. 90(1), pp. 247-259.
Kargbo, A.A.; Ding, Y. & Kargbo, M. (2016). Financial development, human capital and economic growth: New evidence from Sierra Leone. Journal of Finance and Bank Management, Vol. 4(1), pp. 49-67.
Khan, V. (2018). Labour migration, remittances and human capital development accumulation in Nepal. Master Degree of Public Policy, KDI School of Public Policy and Management.
Khraiche, M. and Boudreau, J. (2020). Can lower remittance costs improve human capital accumulation in Africa? Journal of Policy Modelling, Vol. 42(5), pp. 1000-1021.
Kroeger, A. & Anderson, K.H. (2013). Remittances and the human capital of children: New evidence from Kyrgyzstan during revolution and financial crisis, 2005-2009. Journal of Comparative Economics, 30, pp. 1-16.
Kumar, N. & Pradhan, J.P. (2002). FDI, externalities and economic growth in developing countries: Some empirical explorations and implications for WTO negotiations on investment. RIS Discussion Paper, No. 27. New Delhi, India.
Levin, A.; Lin, C.F. & Chu, C.S.J. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, Vol. 108(1), pp. 1-24.
Lopez, J.H.; Fajnzylber, P. & Acosta, P. (2013). The impact of remittances on poverty and human capital: Evidence from Latin American household surveys. Policy Research Working Papers, Number WPS4247.
Mansuri, G. (2006). Migration, school attainment and child labour: Evidence from rural Pakistan. World Bank Policy Research Working Paper, No. 3945, pp. 1-44.
Mim, S.B. & Ali, M.S.B. (2012). Through which channels can remittances spur economic growth in MENA countries. The Open-Access, Open-Assessment E-Journal.
Mozumdar, L. & Islam, M.A. (April, 2013). Effects of remittances on human capital development: An empirical analysis. Bangladesh Journal of Agricultural Economics, Vol. 36(1-2), pp. 1-18.
Muchemwa, L. (2015). The effects of remittances on economic growth in Sub-Saharan Africa. Master of Commerce Degree in Economic Development and Policy Issues. Department of Economics and Econometrics, University of Johannesburg.
Olimova, S. (2010). The impact of labour migration on human capital: The case of Tajikistan. Migrations en Asie centrale et au Caucase/ Migrations in Central Asia and Caucasus, Vol. 26(3), pp. 181-197.
Oluwatobi, S.O. & Ogunrinola, I.O. (2011). Government expenditure on human capital development: Implications for economic growth in Nigeria. Journal of Sustainable Development, Vol. 4(3), pp. 72-80.
Oshota, S.O. & Badejo, A.A. (2015). Impact of remittances on economic growth in Nigeria: Further evidence. Economics Bulletin, Vol. 35(1), pp. 247-258.
Rahman, Z.U. (2014). Worker’s remittances and economic development in Pakistan: A time series analysis (1980-2010). Journal of Economics and Sustainable Development, Vol. 5(22), pp. 51-54.
Romer, P. (1986). Increasing returns and long run economic growth. Journal of Political Economy, Vol. 94(5), pp. 1002-1037.
Rosenzweig, M.R. (1990). Population growth and human capital investments: Theory and evidence. Journal of Political Economy, Vol. 98(5), S38-S70.
Sahoo, M. & Sethi, N. (2020). Does remittance inflow promote human development in Sub-Saharan Africa? An empirical test. Global Economy Journal, Vol. 20(4), pp. 1-23.
Salahuddin, M. & Gow, J. (2015). The relationship between economic growth and remittances in the presence of cross-sectional dependence. The Journal of Developing Areas, Vol. 49(1), pp. 207-221.
Sghaier, I.M. & Abida, Z. (2013). Foreign direct investment, financial development and economic growth: Empirical evidence from North African countries. Journal of International and Global Economic Studies, Vol. 6(1), pp. 1-13.
Shafqat, M.M.; Ahmad, A. & Bano, S. (2014). Impact of worker remittances on economic growth of Pakistan: Analysis of Pakistan’s economy. Journal of Business Research, Vol. 6(2), pp. 6-14.
Shuaibu, M. & Oladayo, P.T. (2016). Determinants of human capital development in Africa: A panel data analysis. Quarterly Journal Oeconomia Copernicana, Vol. 7(4), pp. 523-549.
Stead, R. (2007). Foundation quantitative methods for business. England: Pearson Education Limited.
Tsaurai, K. & Ngcobo, L. (2018). The role of liquidity in the remittances-human capital development nexus in emerging economies. OEconomica, Vol. 14(7), pp. 101-119.
Udah, E.B. (2011). Remittances, human capital and economic performance in Nigeria. Journal of Sustainable Development, Vol. 13(4), pp. 300-318.
Ustubici, A. & Irdam, D. (2012). The impact of remittances on human development: A quantitative analysis and policy implications. Recent Issues in Sociological Research, Vol. 5(1), pp. 74-95.
Wahab, M.A.; Ahmed, V. & Mahmood, H. (2013). Human resource development (HRD) and foreign remittances. World Economics, Vol. 14(4), pp. 29-56.
Yiheyis, Z. & Woldemariam, K. (2020). Remittances, official development assistance and human development in Africa: An empirical analysis. Journal of African Development, Vol. 21(2), pp. 189-212.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Kunofiwa Tsaurai
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
The author fully assumes the content originality and the holograph signature makes him responsible in case of trial.