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Can Human Capital Drive Sustainable International Trade? Evidence from BRICS Countries

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  • Chang-Hwan Choi

    (Department of International Trade, Dankook University, Yongin-si 16890, Gyeonggi-do, Republic of Korea)

  • Xuan Zhou

    (Department of International Trade, Dankook University, Yongin-si 16890, Gyeonggi-do, Republic of Korea)

  • Jung-O Ko

    (Department of Global Business, Chonnam National University, Yeosu-si 59626, Jeollanam-do, Republic of Korea)

Abstract

This paper examines the causal relationship between human capital and economic factors in BRICS countries using a panel vector autoregressive model and data from 1997 to 2020. The economic factors considered include foreign direct investment (FDI), imports, exports, and gross domestic product (GDP). The study conducts a comparative analysis of Brazil, India, China, Russia, and South Africa by adopting a vector autoregressive (VAR) model. The findings indicate a bidirectional causality between human capital and FDI in China, while a unidirectional causality from FDI to human capital is observed in Brazil. Moreover, a unidirectional causality exists from human capital to GDP in Brazil, Russia, India, and South Africa. Additionally, a unidirectional causality is found from human capital to imports and exports in South Africa. Overall, the results suggest the pivotal role of human capital in achieving sustainable economic development in BRICS countries. Policymakers should ensure sustained investment in human capital, focusing on economic growth, FDI, and international trade.

Suggested Citation

  • Chang-Hwan Choi & Xuan Zhou & Jung-O Ko, 2023. "Can Human Capital Drive Sustainable International Trade? Evidence from BRICS Countries," Sustainability, MDPI, vol. 16(1), pages 1-11, December.
    • Handle: RePEc:gam:jsusta:v:16:y:2023:i:1:p:135-:d:1305610
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    References listed on IDEAS

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    1. Muhammad Ali & Uwe Cantner & Ipsita Roy, 2017. "Knowledge Spillovers Through FDI and Trade: The Moderating Role of Quality-Adjusted Human Capital," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 357-391, Springer.
    2. Koji Miyamoto, 2003. "Human Capital Formation and Foreign Direct Investment in Developing Countries," OECD Development Centre Working Papers 211, OECD Publishing.
    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. Vassilis Tselios, 2014. "The Granger-causality between income and educational inequality: a spatial cross-regressive VAR framework," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 221-243, August.
    5. John Whalley & Xiliang Zhao, 2010. "The Contribution of Human Capital to China's Economic Growth," NBER Working Papers 16592, National Bureau of Economic Research, Inc.
    6. Blanchard, Emily J. & Olney, William W., 2017. "Globalization and human capital investment: Export composition drives educational attainment," Journal of International Economics, Elsevier, vol. 106(C), pages 165-183.
    7. Emmanuel Anoruo & Uchenna Elike, 2015. "Human Capital-Economic Growth Nexus in Africa: Heterogeneous Panel Causality Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 5(4), pages 1017-1023.
    8. Zhongdong Yu & Wei Liu & Liming Chen & Serkan Eti & Hasan Dinçer & Serhat Yüksel, 2019. "The Effects of Electricity Production on Industrial Development and Sustainable Economic Growth: A VAR Analysis for BRICS Countries," Sustainability, MDPI, vol. 11(21), pages 1-13, October.
    9. Hian Teck HOON & Frank S T Hsiao & Mei-Chu Wang Hsiao, 2020. "FDI, Exports, and GDP in East and Southeast Asia — Panel Data versus Time-Series Causality Analyses," World Scientific Book Chapters, in: Development Strategies of Open Economies Cases from Emerging East and Southeast Asia, chapter 4, pages 81-129, World Scientific Publishing Co. Pte. Ltd..
    10. Agnieszka Dorozynska & Tomasz Dorozynski, 2015. "Human Capital and FDI in Central and Eastern Europe," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 13(2 (Summer), pages 151-170.
    11. Kasahara, Hiroyuki & Liang, Yawen & Rodrigue, Joel, 2016. "Does importing intermediates increase the demand for skilled workers? Plant-level evidence from Indonesia," Journal of International Economics, Elsevier, vol. 102(C), pages 242-261.
    12. Danquah, Michael, 2018. "Technology transfer, adoption of technology and the efficiency of nations: Empirical evidence from sub Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 175-182.
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