IDEAS home Printed from https://ideas.repec.org/a/sae/inrsre/v45y2022i1p74-107.html
   My bibliography  Save this article

Human Capital and International Capital Flows: Evidence from China

Author

Listed:
  • Zhenshan Yang
  • Yinghao Pan
  • Dongqi Sun
  • Li Ma

Abstract

The pattern of international capital flows has changed dramatically in the process of globalization. In this study, we argue that human capital (HC) facilitates a region’s reversal from being a net recipient of external resources to being an active contributor in the global market. Using a panel vector autoregressive regression method, we examine the relationships among regional HC, foreign direct investment (FDI), and outward FDI during 2004–2015 in China. Our results show that HC plays a key role in both attracting FDI and generating outward FDI. The findings contribute to research on the dynamic capacity building of regions participating in the global economy, especially strengthening HC for local economies participating in the global economy as either investment recipients or contributors.

Suggested Citation

  • Zhenshan Yang & Yinghao Pan & Dongqi Sun & Li Ma, 2022. "Human Capital and International Capital Flows: Evidence from China," International Regional Science Review, , vol. 45(1), pages 74-107, January.
  • Handle: RePEc:sae:inrsre:v:45:y:2022:i:1:p:74-107
    DOI: 10.1177/0160017621989421
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0160017621989421
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0160017621989421?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Kefei You, 2017. "What Drives Outward Fdi Of China? A Regional Analysis," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(2), pages 239-253, April-Jun.
    2. Gian-Maria Milesi-Ferretti & Cédric Tille, 2011. "The great retrenchment: international capital flows during the global financial crisis [‘The great trade collapse: what caused it and what does it mean?’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 289-346.
    3. Geuna, Aldo (ed.), 2015. "Global Mobility of Research Scientists," Elsevier Monographs, Elsevier, edition 1, number 9780128013960.
    4. Thomas Brekke, 2021. "What Do We Know about the University Contribution to Regional Economic Development? A Conceptual Framework," International Regional Science Review, , vol. 44(2), pages 229-261, March.
    5. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    6. Mulligan, Casey B & Sala-i-Martin, Xavier, 2000. "Measuring Aggregate Human Capital," Journal of Economic Growth, Springer, vol. 5(3), pages 215-252, September.
    7. Fabrizio, Kira R., 2009. "Absorptive capacity and the search for innovation," Research Policy, Elsevier, vol. 38(2), pages 255-267, March.
    8. Lucas, Robert E, Jr, 1990. "Why Doesn't Capital Flow from Rich to Poor Countries?," American Economic Review, American Economic Association, vol. 80(2), pages 92-96, May.
    9. repec:oup:ecpoli:v:26:y:2011:i:66:p:285-342 is not listed on IDEAS
    10. Salike, Nimesh, 2016. "Role of human capital on regional distribution of FDI in China: New evidences," China Economic Review, Elsevier, vol. 37(C), pages 66-84.
    11. Dai, Mi & Huang, Wei & Zhang, Yifan, 2018. "How Do Households Adjust to Trade Liberalization? Evidence from China's WTO Accession," IZA Discussion Papers 11428, Institute of Labor Economics (IZA).
    12. Marte C. W. Solheim & Rune Dahl Fitjar, 2018. "Foreign Workers Are Associated with Innovation, But Why? International Networks as a Mechanism," International Regional Science Review, , vol. 41(3), pages 311-334, May.
    13. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
    14. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    15. Thomas J. Holmes & Ellen R. McGrattan & Edward C. Prescott, 2015. "Quid Pro Quo: Technology Capital Transfers for Market Access in China," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(3), pages 1154-1193.
    16. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    17. Trinh Le & John Gibson & Les Oxley, 2003. "Cost‐ and Income‐based Measures of Human Capital," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 271-307, July.
    18. Jacob Mincer, 1989. "Human Capital Responses to Technological Change in the Labor Market," NBER Working Papers 3207, National Bureau of Economic Research, Inc.
    19. B. Can Karahasan & Enrique López-Bazo, 2013. "The Spatial Distribution of Human Capital," International Regional Science Review, , vol. 36(4), pages 451-480, October.
    20. 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.
    21. Hao Xu & Difang Wan & Ying Sun, 2014. "Technology Spillovers of Foreign Direct Investment in Coastal Regions of East China: A Perspective on Technology Absorptive Capacity," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(1S), pages 96-106, January.
    22. Hao Xu & Difang Wan & Ying Sun, 2014. "Technology Spillovers of Foreign Direct Investment in Coastal Regions of East China: A Perspective on Technology Absorptive Capacity," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 96-106.
    23. Saliola, Federica & Zanfei, Antonello, 2009. "Multinational firms, global value chains and the organization of knowledge transfer," Research Policy, Elsevier, vol. 38(2), pages 369-381, March.
    24. John W. Kendrick, 1976. "The Formation and Stocks of Total Capital," NBER Books, National Bureau of Economic Research, Inc, number kend76-1, May.
    25. Huang, Wei, 2015. "Understanding the Effects of Education on Health: Evidence from China," IZA Discussion Papers 9225, Institute of Labor Economics (IZA).
    26. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    27. Yeung, Henry Wai-chung & Liu, Weidong & Dicken, Peter, 2006. "Transnational corporations and network effects of a local manufacturing cluster in mobile telecommunications equipment in China," World Development, Elsevier, vol. 34(3), pages 520-540, March.
    28. Easterlin, Richard A., 1981. "Why Isn't the Whole World Developed?," The Journal of Economic History, Cambridge University Press, vol. 41(1), pages 1-17, March.
    29. Faems, Dries & Subramanian, Annapoornima M., 2013. "R&D manpower and technological performance: The impact of demographic and task-related diversity," Research Policy, Elsevier, vol. 42(9), pages 1624-1633.
    30. Attinasi, Maria Grazia & Metelli, Luca, 2017. "Is fiscal consolidation self-defeating? A panel-VAR analysis for the Euro area countries," Journal of International Money and Finance, Elsevier, vol. 74(C), pages 147-164.
    31. Zhenshan Yang & Michael Dunford, 2018. "City shrinkage in China: scalar processes of urban and hukou population losses," Regional Studies, Taylor & Francis Journals, vol. 52(8), pages 1111-1121, August.
    32. Benjamin F. Jones, 2014. "The Human Capital Stock: A Generalized Approach," American Economic Review, American Economic Association, vol. 104(11), pages 3752-3777, November.
    33. Ehouma Jacques Allou & Bosede Ngozi Adeleye & Jianhua Cheng & Rehman Abdul, 2020. "Is there a nexus between China outward foreign direct investment and welfare in Côte dʼIvoire? Empirical evidence from the Toda–Yamamoto procedure," African Development Review, African Development Bank, vol. 32(3), pages 499-510, September.
    34. Chirok Han & Peter C. B. Phillips & Donggyu Sul, 2017. "Lag length selection in panel autoregression," Econometric Reviews, Taylor & Francis Journals, vol. 36(1-3), pages 225-240, March.
    35. Richard B. Freeman & Wei Huang, 2015. "China's “Great Leap Forward” in Science and Engineering," NBER Working Papers 21081, National Bureau of Economic Research, Inc.
    36. 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.
    37. Tsai, Kuen-Hung, 2009. "Collaborative networks and product innovation performance: Toward a contingency perspective," Research Policy, Elsevier, vol. 38(5), pages 765-778, June.
    38. John Dunning, 1981. "Explaining the international direct investment position of countries: Towards a dynamic or developmental approach," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 117(1), pages 30-64, March.
    39. Li, Jiatao & Liu, Bin & Qian, Gongming, 2019. "The belt and road initiative, cultural friction and ethnicity: Their effects on the export performance of SMEs in China," Journal of World Business, Elsevier, vol. 54(4), pages 350-359.
    40. Thilo Hanemann, 2014. "Chinese direct investment in the EU and the US: a comparative view," Asia Europe Journal, Springer, vol. 12(1), pages 127-142, March.
    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. Xu, Hao & Li, Songsong, 2023. "What impacts foreign capital flows to China's stock markets? Evidence from financial risk spillover networks," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 559-577.
    2. Can Cheng & Xiuwen Yu & Heng Hu & Zitian Su & Shangfeng Zhang, 2022. "Measurement of China’s Green Total Factor Productivity Introducing Human Capital Composition," IJERPH, MDPI, vol. 19(20), pages 1-19, October.
    3. Nguyen, Giang & Nguyen, My & Pham, Anh Viet & Pham, Man Duy (Marty), 2023. "Navigating investment decisions with social connectedness: Implications for venture capital," Journal of Banking & Finance, Elsevier, vol. 155(C).

    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. Kounetas, Kostas & Napolitano, Oreste & Stavropoulos, Spyridon & Burger, Martijn, 2018. "European Regional Productive Performance under a Metafrontier Framework. The role of patents and human capital on technology gap?," MPRA Paper 88957, University Library of Munich, Germany, revised 17 Jul 2018.
    2. Ouyang, Yaofu & Li, Peng, 2018. "On the nexus of financial development, economic growth, and energy consumption in China: New perspective from a GMM panel VAR approach," Energy Economics, Elsevier, vol. 71(C), pages 238-252.
    3. 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.
    4. Björn Brey & Matthias S. Hertweck, 2023. "The dynamic effects of monsoon rainfall shocks on agricultural yield, wages, and food prices in India," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(3), pages 616-654, July.
    5. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    6. Grekou, Carl & Owoundi, Ferdinand, 2020. "Understanding how foreign direct investment inflows impact urbanization in Africa," International Economics, Elsevier, vol. 164(C), pages 48-68.
    7. Shima'a Hanafy, 2015. "Determinants of FDI Location in Egypt—Empirical Analysis Using Governorate Panel Data," MAGKS Papers on Economics 201513, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    8. Imen Mohamed Sghaier, 2022. "Foreign Capital Inflows and Economic Growth in North African Countries: the Role of Human Capital," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(4), pages 2804-2821, December.
    9. Le, Thai-Ha & Tran-Nam, Binh, 2018. "Relative costs and FDI: Why did Vietnam forge so far ahead?," Economic Analysis and Policy, Elsevier, vol. 59(C), pages 1-13.
    10. Sèna Kimm Gnangnon, 2022. "Does poverty deter foreign direct investment flows to developing countries?," International Journal of Economic Policy Studies, Springer, vol. 16(1), pages 297-330, February.
    11. Castelló-Climent, Amparo & Mukhopadhyay, Abhiroop, 2013. "Mass education or a minority well educated elite in the process of growth: The case of India," Journal of Development Economics, Elsevier, vol. 105(C), pages 303-320.
    12. Isaksson, Olov H.D. & Simeth, Markus & Seifert, Ralf W., 2016. "Knowledge spillovers in the supply chain: Evidence from the high tech sectors," Research Policy, Elsevier, vol. 45(3), pages 699-706.
    13. Lips, Johannes, 2018. "Debt and the Oil Industry - Analysis on the Firm and Production Level," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181504, Verein für Socialpolitik / German Economic Association.
    14. Ageliki Anagnostou & Ioannis Panteladis & Maria Tsiapa, 2015. "Disentangling different patterns of business cycle synchronicity in the EU regions," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 42(3), pages 615-641, August.
    15. Carstensen, Kai & Toubal, Farid, 2004. "Foreign direct investment in Central and Eastern European countries: a dynamic panel analysis," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 3-22, March.
    16. Dreger, Christian & Reimers, Hans-Eggert, 2014. "On the relationship between public and private investment in the euro area," Discussion Papers 344, European University Viadrina Frankfurt (Oder), Department of Business Administration and Economics.
    17. Martin Bijsterbosch & Marcin Kolasa, 2010. "FDI and productivity convergence in Central and Eastern Europe: an industry-level investigation," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 689-712, January.
    18. Luca Agnello & Ricardo M. Sousa, 2011. "Can Fiscal Policy Stimulus Boost Economic Recovery?," Revue économique, Presses de Sciences-Po, vol. 62(6), pages 1045-1066.
    19. Sumon Kumar Bhaumik & Manisha Chakrabarty & Ali M. Kutan & Ekta Selarka, 2021. "How Effective are Stock Market Reforms in Emerging Market Economies? Evidence from a Panel VAR Model of the Indian Stock Market," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 795-818, December.
    20. Shima’a Hanafy, 2014. "Determinants of FDI Location in Egypt: Empirical Analysis Using Governorate Panel Data," Working Papers 875, Economic Research Forum, revised Nov 2014.

    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:sae:inrsre:v:45:y:2022:i:1:p:74-107. 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: SAGE Publications (email available below). General contact details of provider: .

    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.