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Linear and non-linear linkage between human capital and foreign direct investment inflows into APEC countries: an evidence from panel data

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  • Amir Rahman

    (University of Kashmir)

  • Rafi Farooq

    (University of Kashmir)

  • Khalid Ashraf Chisti

    (University of Kashmir)

Abstract

This paper examines how human capital advancement affects FDI in 20 APEC members from 1990 to 2019. Prior literature has studied the subject matter repeatedly without reaching a consensus with some concluding positive and others negative impact. However, the possibility of the non-linear and asymmetrical impact of human capital on FDI has been left unattended. Therefore, this study, by using PMG-ARDL along with its Non-linear version, demonstrated that human capital attracts FDI only up to an extent, and beyond that limit human capital discourages foreign investors. The analysis verifies the Z-M Theory of the inverted U-shaped relationship between human capital and FDI inflows, meaning that advanced human capital no longer attracts FDI. Also, positive shocks in human capital could be seen as having a larger impact than negative shocks on FDI inflows. The robustness of findings was established through FMOLS and DOLS estimations techniques. Towards the end, the study offers some insights for policymakers and investors.

Suggested Citation

  • 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.
    • Handle: RePEc:spr:snbeco:v:3:y:2023:i:7:d:10.1007_s43546-023-00507-3
    DOI: 10.1007/s43546-023-00507-3
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    as
    1. Adil Suliman & Andre Varella Mollick, 2009. "Human Capital Development, War and Foreign Direct Investment in Sub-Saharan Africa," Oxford Development Studies, Taylor & Francis Journals, vol. 37(1), pages 47-61.
    2. Pegah Sadeghi & Hamid Shahrestani & Kambiz Hojabr Kiani & Taghi Torabi, 2020. "Economic complexity, human capital, and FDI attraction: A cross country analysis," International Economics, CEPII research center, issue 164, pages 168-182.
    3. 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.
    4. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    5. Westerlund, Joakim & Edgerton, David L., 2007. "A panel bootstrap cointegration test," Economics Letters, Elsevier, vol. 97(3), pages 185-190, December.
    6. Madhvi Sethi & Saina Baby & Aarti Mehta Sharma, 2021. "A cross-country analysis of the relationship between human capital and foreign direct investment," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 49(7), pages 1197-1211, October.
    7. Bryan K. Ritchie, 2002. "Foreign Direct Investment and Intellectual Capital Formation in Southeast Asia," OECD Development Centre Working Papers 194, OECD Publishing.
    8. Thangavelu, Shandre M. & Narjoko, Dionisius, 2014. "Human capital, FTAs and foreign direct investment flows into ASEAN," Journal of Asian Economics, Elsevier, vol. 35(C), pages 65-76.
    9. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    10. Pegah Sadeghi & Hamid Shahrestani & Kambiz Hojhabr Kiani & Taghi Torabi, 2018. "The Impact of Human Capital on FDI with New Evidence from Bootstrap Panel Granger Causality Analysis," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 22(1), pages 215-233, Winter.
    11. Xose Rodriguez & Julio Pallas, 2008. "Determinants of foreign direct investment in Spain," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2443-2450.
    12. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    13. Ethan B. Kapstein, 2002. "Virtuous Circles? Human Capital Formation, Economic Development and the Multinational Enterprise," OECD Development Centre Working Papers 191, OECD Publishing.
    14. Kazeem Bello AJIDE & P.B. EREGHA, 2014. "Economic Freedom And Foreign Direct Investment In Ecowas Countries: A Panel Data Analysis," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 14(2).
    15. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    16. Root, Franklin R & Ahmed, Ahmed A, 1979. "Empirical Determinants of Manufacturing Direct Foreign Investment in Developing Countries," Economic Development and Cultural Change, University of Chicago Press, vol. 27(4), pages 751-767, July.
    17. Choi, Changkyu, 2003. "Does the Internet stimulate inward foreign direct investment?," Journal of Policy Modeling, Elsevier, vol. 25(4), pages 319-326, June.
    18. Jing Lan & Makoto Kakinaka & Xianguo Huang, 2012. "Foreign Direct Investment, Human Capital and Environmental Pollution in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(2), pages 255-275, February.
    19. Jinyoung Kim & Jungsoo Park, 2013. "Foreign Direct Investment And Country-Specific Human Capital," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 198-210, January.
    20. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    21. Majocchi, Antonio & Presutti, Manuela, 2009. "Industrial clusters, entrepreneurial culture and the social environment: The effects on FDI distribution," International Business Review, Elsevier, vol. 18(1), pages 76-88, February.
    22. Zhang, Kevin Honglin & Markusen, James R., 1999. "Vertical multinationals and host-country characteristics," Journal of Development Economics, Elsevier, vol. 59(2), pages 233-252, August.
    23. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    24. Sadeghi, Pegah & Shahrestani, Hamid & Kiani, Kambiz Hojabr & Torabi, Taghi, 2020. "Economic complexity, human capital, and FDI attraction: A cross country analysis," International Economics, Elsevier, vol. 164(C), pages 168-182.
    25. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    26. 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.
    27. Kahouli, Bassem & Maktouf, Samir, 2015. "The determinants of FDI and the impact of the economic crisis on the implementation of RTAs: A static and dynamic gravity model," International Business Review, Elsevier, vol. 24(3), pages 518-529.
    28. 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.
    29. Broadman, Harry G. & Recanatini, Francesca, 2001. "Where has all the foreign investment gone in Russia?," Policy Research Working Paper Series 2640, The World Bank.
    30. Karoly Fazekas, 2000. "The impact of foreign direct investment inflows on regional labour markets in Hungary," Budapest Working Papers on the Labour Market 0008, Institute of Economics, Centre for Economic and Regional Studies.
    31. 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.
    32. Koji Miyamoto, 2003. "Human Capital Formation and Foreign Direct Investment in Developing Countries," OECD Development Centre Working Papers 211, OECD Publishing.
    33. Tim Rogmans & Haico Ebbers, 2013. "The determinants of foreign direct investment in the Middle East North Africa region," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 8(3), pages 240-257, June.
    34. Jamiu Adetola Odugbesan & Husam Rjoub, 2019. "Relationship among HIV/AIDS Prevalence, Human Capital, Good Governance, and Sustainable Development: Empirical Evidence from Sub-Saharan Africa," Sustainability, MDPI, vol. 11(5), pages 1-17, March.
    35. Majeed, Muhammad Tariq & Ahmad, Eatzaz, 2008. "Human Capital Development and FDI in Developing Countries," MPRA Paper 57514, University Library of Munich, Germany.
    36. 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.
    37. Veasna Kheng & Sizhong Sun & Sajid Anwar, 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.
    38. Cephas Naanwaab & Malick Diarrassouba, 2016. "Economic freedom, human capital, and foreign direct investment," Journal of Developing Areas, Tennessee State University, College of Business, vol. 50(1), pages 407-424, January-M.
    39. Konara, Palitha & Wei, Yingqi, 2019. "The complementarity of human capital and language capital in foreign direct investment," International Business Review, Elsevier, vol. 28(2), pages 391-404.
    40. Bikash Ranjan Mishra & Pabitra Kumar Jena, 2019. "Bilateral FDI flows in four major Asian economies: a gravity model analysis," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 71-89, January.
    41. Nabamita Dutta & Kwasi Osei‐Yeboah, 2013. "A New Dimension To The Relationship Between Foreign Direct Investment And Human Capital: The Role Of Political And Civil Rights," Journal of International Development, John Wiley & Sons, Ltd., vol. 25(2), pages 160-179, March.
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