Abstract
This article investigates the links between FDI inflows, environmental quality, human capital, and economic growth in the Mediterranean region for the period of 1990–2013. Using both dynamic OLS and fully modified OLS methods, we find that (i) there is bidirectional causality between economic growth, FDI inflows, CO2 emissions, and human capital for all the considered panels, except in the Euro and Asian Mediterranean countries panel there is a unidirectional causality from FDI inflows to human capital as well as from human capital to FDI inflows; (ii) with the exception of the African Mediterranean countries panel, there is unidirectional causality running from GDP to FDI inflows as well as from GDP to human capital, from FDI to human capital, and from human capital to CO2 emissions. These empirical insights are of particular interest to policymakers to build sound policies to promote economic growth and improving environmental quality.
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References
Abdouli, M., & Hammami, S. (2015). The impact of FDI inflows and environmental quality on economic growth: an empirical study for the MENA countries. Journal of the Knowledge Economy, 8, 1–25. https://doi.org/10.1007/s13132-015-0323-y.
Abdouli, M., & Hammami, S. (2016a). The dynamic links between environmental quality, foreign direct investment, and economic growth in the middle eastern and north African countries (MENA region). Journal of the Knowledge Economy, 1–21. https://doi.org/10.1007/s13132-016-0369-5.
Abdouli, M., & Hammami, S. (2016b). Economic growth, FDI inflows and their impact on the environment: an empirical study for the MENA countries. Quality and Quantity, 1–26. https://doi.org/10.1007/s11135-015-0298-6.
Abdouli, M., & Hammami, S. (2017). Investigating the causality links between environmental quality, foreign direct investment and economic growth in MENA countries. International Business Review, 26(2), 264–278.
Abdouli, M., & Hammami, S. (2018). Economic growth, environment, fdi inflows, and financial development in Middle East countries: Fresh evidence from simultaneous equation models. Journal of the Knowledge Economy, 1–33.
Adefabi, R., & Adetunji. (2011). Effect of FDI and human capital on economic growth in Sub-Saharan Africa. Pakistan Journal of Social Sciences, 8, 32–38.
Agarwal, P. J. (1980). Determinants of foreign direct investment: A survey. Weltwirtschaftliches Archive, 116, 739–777. https://doi.org/10.1007/BF02696547.
Ahmed, Z., & Wang, Z. (2019). Investigating the impact of human capital on the ecological footprint in India: An empirical analysis. Environmental Science and Pollution Research, 26, 26782. https://doi.org/10.1007/s11356-019-.
Alfaro, L., Chanda, A., Kalemli-Ozcan, S., & Sayek, S. (2006). How does foreign direct investment promote economic growth? Exploring the effects of financial markets on. Harvard Business School: Linkages.
Al Nasser, O. M. (2010). How does foreign direct investment affect economic growth? The role of local conditions. Latin American Business Review, 11(2), 111–139.
Al-Iriani, M. A. (2006). Energy–GDP relationship revisited: An example from GCC countries using panel causality. Energy Policy, 34, 3342–3350.
Al-iriani, M., & Al-shamsi, F. (2007). Foreign direct investment and economic growth in the GCC countries: A causality investigation using heterogeneous panel analysis, topics in middle eastern and north African economies, electronic journal, 9. Chicago: Middle East Economic Association and Loyola University.
Ang, J. B. (2008). Economic development, pollutant emissions and energy consumption in Malaysia. Journal of Policy Modeling, 30, 271–278.
Arouri, M., El Ben Youssef, A., M'henni, H., & Rault, C. H. (2012). Energy consumption, economic growth and CO2 emissions in Middle East and North African countries. Energy Policy, 45, 342–349.
Baek, J. (2016) A new look at the FDI–income–energy-environment nexus: Dynamic panel data analysis of ASEAN, Energy Policy 91, 22-27.
Bajrami, H., & Zeqiri, N. (2019). Theories of foreign direct investment (FDI) and the significance of human capital. International Journal of Business and Management, VII(1). https://doi.org/10.20472/BM.2019.7.1.002.
Bano, S., Zhao, Y., Ahmad, A., Wang, S., & Liu, Y. (2018). Identifying the impacts of human capital on carbon emissions in Pakistan. Journal of Cleaner Production, 183, 1082–1092. https://doi.org/10.1016/j.jclepro.2018.02.008.
Bengoa, M., & Sanchez-Robles. (2003). FDI, Economic freedom, and growth: New evidence from Latin America. European Journal of Political Economy, 19, 529–545.
Blomström, M., Lipsey, R. E., & Zejan, M. (1994). What explains developing country growth? NBER Working Paper No. 4132.
Boopen, S., & Vinesh, S. (2011a). On the relationship between CO2 emissions and economic growth: The Mauritian experience, University of Mauritius, viewed 12 November 2012, http://www.csae.ox.ac.uk/conferences/2011-EDiA/papers/776-Seetanah.pdf.
Boopen, S., & Vinesh, S. (2011b). On the relationship between CO2 emissions and economic growth: The Mauritian experience. In University of Mauritius, Mauritius Environment Outlook Report, http://www.csae.ox.ac.uk/conferences/2011-EDiA/papers/776-Seetanah.pdf (Vol. 14, p. 2015).
Borensztein, E., De Gregorio, J., & Lee, J.-W. (1998). How does foreign direct investment affect economic growth? Journal of International Economics, 45, 115–135.
Bouchoucha, N. & Ali, W. (2019). The impact of FDI on economic growth in Tunisia: An estimate by the ARDL approach. MPRA Paper 91465, University Library of Munich, Germany.
Boyd, J. H., & Smith, B. D. (1992). Intermediation and the equilibrium allocation of investment capital: Implications for economic development. Journal of Monetary Economics, 30, 409–432.
Checchi, D., De Simone, G., & Faini, R. (2007a). Skilled Migration, FDI and Human Capital Investment, Centro Studi Luca d'Agliano Development Studies Working Paper No. 235.
Checchi, D., De Simone, G., & Faini, R. (2007b). “Skilled migration, FDI and human capital”, Centro Luca d’Agliano WP #235.
Cleeve, E. A., Debrah, Y., & Yiheyis, Z. (2015). Human capital and FDI inflow: An assessment of the African case. World Development, 74, 1–14.
Cole, A. M., Elliott, R. J. R., & Zhang, J. (2011). Growth, foreign direct investment and the environment: Evidence from Chinese cities. Journal of Regional Science, 51, 121–138.
de Mello Jr., L. R. (1999). Foreign direct investment-led growth: evidence from time series and panel data. Oxford Economic Papers, 51(1), 133–151. https://doi.org/10.1093/oep/51.1.133.
Doytch, N., & Eren, M. (2012). Institutional determinants of sectoral FDI in Eastern European and Central Asian countries: The role of investment climate and democracy. Emerging Markets Finance and Trade, 48(sup4), 14–32.
Dutta, N., & Osei-Yeboah, K. (2010). Foreign direct investment and human capital: The role of political and civil rights? Journal of international development forthcoming, Available At SSRN: http://ssrn.com/abstract=1263038.
Elboiashi, H. A. (2011). The effect of FDI and other foreign capital inflows on growth and investment in developing economies, Unpublished doctoralthesis, Department of Economics, University of Glasgow.
Fleisher, B., Li, H., & Zhao, M. Q. (2011). Human capital, economic growth, and regional inequality in China. Journal of Development Economics, 92, 215–231.
Fu, X. (2008). Foreign direct investment, absorptive capacity and regional innovation capabilities: evidence from China. Oxford Development Studies, 36, 89–110.
Ghosh, T., Elvidge, C. D., Sutton, P. C., Baugh, K. E., Ziskin, D., & Tuttle, B. T. (2010). Creating a global grid of distributed fossil fuel CO2 emissions from nighttime satellite imagery. Energies, 3(12), 1895–1913.
Grossman, G. M., & Helpman, E. (1991). Trade, knowledge spillovers, and growth. European Economic Review, 35(2–3), 517–526.
Hakimi, A., & Hamdi, H. (2016). Trade liberalization, FDI inflows, environmental quality and economic growth: a comparative analysis between Tunisia and Morocco. Renewable and Sustainable Energy Reviews, 58, 1445–1456.
Hana, J.-S., & Lee, J.-W. (2020). Demographic change, human capital, and economic growth in Korea. Japan and the World. https://doi.org/10.1016/j.japwor.2019.100984.
Hassaballa, H. (2014). Testing for Granger causality between energy use and foreign direct investment inflows in developing countries. Renewable and Sustainable Energy Reviews, 31, 417–426.
Heyuan, W., & Teixeira, A. (2010). Is human capital relevant attracting innovative FDI to China? FEP Working Papers No. 388.
Hsiao, F. S. T., & Hsiao, M. W. (2006). FDI, exports, and growth in East and Southeast Asia: Evidence from time-series and panel data causality analyses, Paper presented at 2006 International Conference on Korea and the World Economy V, Seoul, Korea.
Johnson, A. (2005).Host country effects of foreign direct investment: The case of developing and transition economies, Jönköping International Business School, ARK Tryckaren AB.
Kawakami, T. (2004). Structural changes in China’s economic growth during the reform period. Review of Urban and Regional Development Studies, 16, 133–153.
Kheng, V., Sun, S., & Anwar, S. (2017). Foreign direct investment and human capital in developing countries: a panel data approach. Economic Change and Restructuring, Springer, vol. 50(4), pages 341–365, (November).
Kuo, C., & Yang, C. (2008). Knowledge capital and spillover on regional economic growth: Evidence from China. China Economic Review, 19, 594–604.
Lan, L., Wargocki, P., & Lian, Z. W. (2011). Quantitative measurement of productivity loss due to thermal discomfort. Energy and Buildings, 43, 1057–1062.
Lan, J., Kakinaka, M., & Huang, X. (2012). Foreign direct investment, human capital and environmental pollution in China. Environmental and Resource Economics, 51(2), 255–275.
Lantz, V., & Feng, Q. (2006). Assessing income, population, and technology impacts on CO2 emissions in Canada: Where’s the EKC? Ecological Economics, 57, 229–238.
Lau, L. S., Chong, C. K., & Eng, Y. K. (2014). Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter? Energy Policy, 68, 490–497.
Li, X., & Liu, X. (2005). Foreign direct investment and economic growth: An increasingly endogenous relationship. World Development, 33(3), 393–407.
Li, J., Zhang, Q., & Fung, H. G. (2006). China's social capital and financial performance of private enterprises. Journal of Small Business and Enterprise Development.
Liargovas, P. G., & Skandalis, K. S. (2012). Foreign direct investment and trade openness: The case of developing economies. Social Indicators Research, 106(2), 323–331.
Liu, Y., & Yamauchi, F. (2014). Population density, migration, and the returns to human capital and land: Insights from Indonesia. Food Policy, 48, 182–193.
Lucas, R. (1988). On the mechanics of economic development. Journal of Monetary Economics.
Lucas, R. E. (1990). Why doesn't capital flow from rich to poor countries? The American Economic Review, 80(2), 92–96.
Mahembe, E., & Odhiambo, N. M. (2014). A critical review of FDI inflows and economic growth in low-income SADC countries: Prospects and challenges. Problems and Perspectives in Management, 12(1).
Majeed, M. T., & Ahmad, E. (2008). Human capital development and FDI in developing countries. Journal of Economic Cooperation, 29, 79–104.
Markusen, J. R., & Venables, A. J. (1999). Foreign direct investment as a catalyst for industrial development. European Economic Review, 43(2), 335–356.
Moudatsou, A., & Kyrkilis, D. (2011). FDI and economic growth: Causality for the EU and ASEAN. Journal of Economic Integration, 26, 554–577.
Noorbakhsh, F., Paloni, A., & Youssef. (2001). Human capital and FDI inflows to developing countries: New empirical evidence. World Development, 29, 1593–1610.
Noormamode, S. (2008). Impact of FDI on economic growth: Do host country social and economic conditions matter? Switzerland: University of Neuchatel.
Omri, A. (2013). CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models. Energy Economics, 40, 657–664.
Omri, A., & Kahouli, B. (2014). The nexus among foreign investment, domestic capital and economic growth: Empirical evidence from the MENA region. Research in Economics, 68, 257–263.
Pao, H. T., & Tsai, C. M. (2010). CO2 emissions, energy consumption and economic growth in BRIC countries. Energy Policy, 38, 7850–7860.
Pao, H. T., & Tsai, C. M. (2011). Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): Evidence from a panel of BRIC (Brazil, Russian Federation, India, and China) countries. Energy, 36(I), 685–693.
Pedroni, P. (1999). Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxford Bulletin of Economics and Statistics, 61, 653–670.
Pedroni, P. (2004). Panel cointegration; Asymptotic and finite sample properties of pooled time series tests, with an application to the PPP hypothesis. Econometric Theory, 20, 597–625.
Qadri, F. S., & Waheed, A. (2014). Human capital and economic growth: A macroeconomic model for Pakistan. Economic Modelling, 42, 66–76.
Ranis, G., Stewart, F., & Ramirez, A. (2000). Economic growth and human development. World Development, 28(I), 197–219.
Ren, S., Yuan, B., Ma, X., & Chen, X. (2014). International trade, FDI (foreign direct investment) and embodied CO2 emissions: A case study of Chinas industrial sectors. China Economic Review, 28, 123–134.
Rizvanolli, A. (2012). The effect of human capital on inwards FDI: Evidence from European transition economies (Doctoral dissertation, Staffordshire University).
Romer, P. M. (1989). Human capital and growth: Theory and evidence (no. w3173). National Bureau of Economic Research.
Romer, P. (1993). Idea gaps and object gaps in economic development. Journal of Monetar Economics, 32, 543–573.
Romer, P. M. (1994). The origins of endogenous growth. Journal of Economic Perspectives, 8(1), 3–22.
Rudra, P., & Pradhan. (2009). The FDI led-growth hypothesis in ASEAN-5 countries: Evidence from co-integration panel analysis. International Journal of Business and Management, 4, 153–164.
Shahbaz, M., Nasreen, S., Abbas, F., & Anis, O. (2015). Does foreign direct investment impede environmental quality in high-, middle-, and low-income countries? Energy Economics, 51, 275–287.
Su, Y., & Liu, Z. (2016). The impact of foreign direct investment and human capital on economic growth: Evidence from Chinese cities. China Economic Review, 37, 97–109.
Sulaiman, C., Bala, U., Tijani, B. A., Waziri, S. I., & Maji, I. K. (2015). Human capital, technology, and economic growth: Evidence from Nigeria. SAGE Open, 5(4), 2158244015615166.
Sung, B., Song, W.-Y., & Park, S.-D. (2018). How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: Evidence from panel data. Economic Systems, 42(2), 320–331.
Teixeira, A. A., & Fortuna, N. (2010). Human capital, R&D, trade, and long-run productivity. Testing the technological absorption hypothesis for the Portuguese economy, 1960–2001. Research Policy, 39(3), 335–350.
Teixeira, A., & Queirós, A. S. S. (2016). Economic growth, human capital and structural change: A dynamic panel data analysis. Research Policy, 2016(45), 1636–1648.
Völlmecke, D., Jindra, B., & Marek, P. (2016). FDI, human capital and income convergence: evidence for European regions. Economic Systems, 40, 288–307.
Yildirim, D. Ç., & Tosuner, Ö. (2014). The effects of FDI on human capital stock in central Asian Turkic republics. Eurasian Journal of Business and Economics, 7, 51–60.
Zakarya, G. Y., Mostefa, B., Abbes, S. M., & Seghir, G. M. (2015). Factors affecting CO2 emissions in the BRICS countries: A panel data analysis. Procedia Economics and Finance, 26(2015), 114–125.
Zhang, J., & Fu, X. (2008). FDI and environmental regulations in China. Journal of the Asia Pacific Economy, 13, 332–353.
Zhu, H., Duan, L., Guo, Y., & Yu, K. (2016). The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: Evidence from panel quantile regression. Economic Modelling, 58(C), 237–248.
Zhuang, H. (2008). Foreign direct investment and human capital accumulation in China. International Research Journal of Finance and Economics, 19, 205–215.
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Abdouli, M., Omri, A. Exploring the Nexus Among FDI Inflows, Environmental Quality, Human Capital, and Economic Growth in the Mediterranean Region. J Knowl Econ 12, 788–810 (2021). https://doi.org/10.1007/s13132-020-00641-5
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DOI: https://doi.org/10.1007/s13132-020-00641-5