IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2023i1p135-d1305610.html

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/1/135/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/1/135/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Su, Yaqin & Liu, Zhiqiang, 2016. "The impact of foreign direct investment and human capital on economic growth: Evidence from Chinese cities," China Economic Review, Elsevier, vol. 37(C), pages 97-109.
    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. 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.
    6. Noorbakhsh, Farhad & Paloni, Alberto & Youssef, Ali, 2001. "Human Capital and FDI Inflows to Developing Countries: New Empirical Evidence," World Development, Elsevier, vol. 29(9), pages 1593-1610, September.
    7. 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.
    8. Abdouli, Mohamed & Hammami, Sami, 2017. "Investigating the causality links between environmental quality, foreign direct investment and economic growth in MENA countries," International Business Review, Elsevier, vol. 26(2), pages 264-278.
    9. 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.
    10. 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.
    11. Koji Miyamoto, 2003. "Human Capital Formation and Foreign Direct Investment in Developing Countries," OECD Development Centre Working Papers 211, OECD Publishing.
    12. 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.
    13. 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.
    14. 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.
    15. 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..
    16. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ailya Hanif & Nimra Zafar & Basharat Batool & Sundas Shafi & Muhammad Hanif, 2024. "ICT and Service Exports: An Empirical Investigation for South Asia," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 13(2), pages 298-302.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mohamed Abdouli & Anis Omri, 2021. "Exploring the Nexus Among FDI Inflows, Environmental Quality, Human Capital, and Economic Growth in the Mediterranean Region," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 788-810, June.
    2. Thanh Dinh Su & Canh Phuc Nguyen, 2022. "Foreign financial flows, human capital and economic growth in African developing countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3010-3031, July.
    3. Amir Rahman & Rafi Farooq & Khalid Ashraf Chisti, 2023. "Linear and non-linear linkage between human capital and foreign direct investment inflows into APEC countries: an evidence from panel data," SN Business & Economics, Springer, vol. 3(7), pages 1-25, July.
    4. Kottaridi, Constantina & Louloudi, Konstantina & Karkalakos, Sotiris, 2019. "Human capital, skills and competencies: Varying effects on inward FDI in the EU context," International Business Review, Elsevier, vol. 28(2), pages 375-390.
    5. Baixue Yu & Geng Niu & Jingjing Ye & Wen‐wen Zhang, 2023. "Human capital agglomeration, institutional barriers, and internal migration in China," Growth and Change, Wiley Blackwell, vol. 54(1), pages 284-303, March.
    6. Olusanya, Oluwakorede, 2020. "Asymmetric Effect of Foreign Direct Investment on Manufacturing Sector Performance in Nigeria," MPRA Paper 113029, University Library of Munich, Germany.
    7. Qian, Xiangyan & Wang, Di & Wang, Jia & Chen, Sai, 2021. "Resource curse, environmental regulation and transformation of coal-mining cities in China," Resources Policy, Elsevier, vol. 74(C).
    8. Alvarado, Rafael & Cuesta, Lizeth & Kumar, Pavan & Rehman, Abdul & Murshed, Muntasir & Işık, Cem & Vega, Nora & Ochoa-Moreno, Santiago & Tillaguango, Brayan, 2022. "Impact of natural resources on economic progress: Evidence for trading blocs in Latin America using non-linear econometric methods," Resources Policy, Elsevier, vol. 79(C).
    9. Roseline Tapuwa Karambakuwa & Ronney Ncwadi & Andrew Phiri, 2020. "The human capital–economic growth nexus in SSA countries: what can strengthen the relationship?," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 47(9), pages 1143-1159, July.
    10. Daxin Dong & Boyang Xu & Ning Shen & Qian He, 2021. "The Adverse Impact of Air Pollution on China’s Economic Growth," Sustainability, MDPI, vol. 13(16), pages 1-27, August.
    11. Bouzayani Rajab & Abida Zouheir, 2024. "Complementarity Relationship Between Foreign Direct Investment, Human Capital Threshold and Economic Growth: State of the 15 Least Developed African Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7216-7236, June.
    12. Yao Zhao & Xuena Kong & Mahmood Ahmad & Zahoor Ahmed, 2023. "Digital Economy, Industrial Structure, and Environmental Quality: Assessing the Roles of Educational Investment, Green Innovation, and Economic Globalization," Sustainability, MDPI, vol. 15(3), pages 1-24, January.
    13. Jing Li & Tsun Se Cheong & Jianfa Shen & Dahai Fu, 2019. "Urbanization And Rural–Urban Consumption Disparity: Evidence From China," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(04), pages 983-996, September.
    14. Dan Pan & Peiyao Zhou & Fanbin Kong, 2023. "Effect of place-based policy on regional economic growth: A quasi-natural experiment from China’s Old Revolutionary Development Program," PLOS ONE, Public Library of Science, vol. 18(7), pages 1-20, July.
    15. Robert Huggins & Hiro Izushi, 2013. "Knowledge-based Development in Leading Regions across the Globe: An Exploratory Analysis of the co-Evolution of Resources, Capabilities and Outputs," Urban Studies, Urban Studies Journal Limited, vol. 50(5), pages 1030-1048, April.
    16. Emran,M. Shahe & Sun,Yan - GSP05, 2015. "Are the children of uneducated farmers doubly disadvantaged ? farm, nonfarm and intergenerational educational mobility in rural China," Policy Research Working Paper Series 7459, The World Bank.
    17. Xi Zhang & Scott Rozelle, 2022. "Education Universalization, Rural School Participation, and Population Density," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 30(4), pages 4-30, July.
    18. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2016. "Estimation of heterogeneous panels with structural breaks," Journal of Econometrics, Elsevier, vol. 191(1), pages 176-195.
    19. Bambe, Bao-We-Wal & Ouedraogo, Adama, 2025. "Public expenditure efficiency and foreign direct investment in developing countries," IDOS Discussion Papers 16/2025, German Institute of Development and Sustainability (IDOS).
    20. Huang, Jie & Lu, Hongyang & Du, Minzhe, 2025. "Can digital economy narrow the regional economic gap? Evidence from China," Journal of Asian Economics, Elsevier, vol. 98(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:16:y:2023:i:1:p:135-:d:1305610. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.