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Globalization and employment nexus: Moderating role of human capital

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  • Mansoor Mushtaq
  • Shabbir Ahmed
  • Mochammad Fahlevi
  • Mohammed Aljuaid
  • Sebastian Saniuk

Abstract

While globalization has increased the movement and interconnection of goods, technology, and information, it has also affected employment. Many studies have analyzed the impact of globalization on employment creation resulting in positive and negative findings. However, an area of literature still needs to be explored studying how human capital affects the impact of globalization on employment creation. The current study contributes to the literature by analyzing the moderating role of human capital in the globalization-employment nexus in 26 Asian countries. For this, annual panel data were collected from 1996 to 2019. The estimations have been done using 12 model specifications, 6 for direct and 6 for indirect impact association between globalization and employment through the human capital channel. The study uses generalized least square (GLS) method and generalized method of moments (GMM) for empirical analysis. The static and dynamic analysis shows that globalization’s direct and indirect impact on employment through the channel of human capital is positive. Industrial value added and economic growth leads to more employment creation, whereas population growth dampens it. Human capital plays a positive role in getting the advantage of globalization in terms of employment creation. This study confirms the literature recommendations of promoting human capital development to achieve globalization’s benefits for more employment creation.

Suggested Citation

  • Mansoor Mushtaq & Shabbir Ahmed & Mochammad Fahlevi & Mohammed Aljuaid & Sebastian Saniuk, 2022. "Globalization and employment nexus: Moderating role of human capital," PLOS ONE, Public Library of Science, vol. 17(10), pages 1-20, October.
  • Handle: RePEc:plo:pone00:0276431
    DOI: 10.1371/journal.pone.0276431
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    1. Hasan, Rana & Mitra, Devashish & Ranjan, Priya & Ahsan, Reshad N., 2012. "Trade liberalization and unemployment: Theory and evidence from India," Journal of Development Economics, Elsevier, vol. 97(2), pages 269-280.
    2. T.K. Jayaraman & Baljeet Singh, 2007. "Foreign Direct Investment and Employment Creation in Pacific Island Countries: An Empirical Study of Fiji," Working Papers 3507, Asia-Pacific Research and Training Network on Trade (ARTNeT), an initiative of UNESCAP and IDRC, Canada..
    3. repec:iab:iabjlr:v:54:i:1:p:art.9 is not listed on IDEAS
    4. Atif Awad & Ishak Youssof, 2016. "The impact of economic globalisation on unemployment: The Malaysian experience," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 25(7), pages 938-958, October.
    5. Dutt, Pushan & Mitra, Devashish & Ranjan, Priya, 2009. "International trade and unemployment: Theory and cross-national evidence," Journal of International Economics, Elsevier, vol. 78(1), pages 32-44, June.
    6. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    7. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    8. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    9. Jude, Cristina & Silaghi, Monica Ioana Pop, 2016. "Employment effects of foreign direct investment: New evidence from Central and Eastern European countries," International Economics, Elsevier, vol. 145(C), pages 32-49.
    10. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    11. Saucedo, Eduardo & Ozuna, Teofilo jr. & Zamora, Hector, 2020. "The effect of FDI on low and high-skilled employment and wages in Mexico : a study for the manufacture and service sectors," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages 1-9.
    12. Tarjáni, Hajnalka., 2017. "Employment implications of trade and changes in skills demand evidence from selected countries," ILO Working Papers 994974791902676, International Labour Organization.
    13. Sune Karlsson & Nannan Lundin & Fredrik Sjöholm & Ping He, 2009. "Foreign Firms and Chinese Employment," The World Economy, Wiley Blackwell, vol. 32(1), pages 178-201, January.
    14. Abdulmohsen Alfalih, Abdullah & Bel Hadj, Tarek, 2021. "Asymmetric effects of foreign direct investment on employment in an oil producing country: Do human capital, institutions and oil rents matter?," Resources Policy, Elsevier, vol. 70(C).
    15. Ahmad Seyf, 2000. "Can more FDI solve the problem of unemployment in the EU? A short note," Applied Economics Letters, Taylor & Francis Journals, vol. 7(2), pages 125-128.
    16. Eddy LEE & Marco VIVARELLI, 2006. "The social impact of globalization in the developing countries," International Labour Review, International Labour Organization, vol. 145(3), pages 167-184, September.
    17. Yoav Roll & Moshe Semyonov & Hadas Mandel, 2022. "Gendered Globalization: The Relationship between Globalization and Gender Gaps in Employment and Occupational Opportunities," LIS Working papers 829, LIS Cross-National Data Center in Luxembourg.
    18. Ramesh Chandra Das & Kamal Ray, 2020. "Does Globalisation Influence Employment? Empirical Investigation on Individual as well as Panel of South Asian Countries," Review of Market Integration, India Development Foundation, vol. 12(1-2), pages 7-34, August.
    19. Clément Malgouyres, 2017. "The Impact Of Chinese Import Competition On The Local Structure Of Employment And Wages: Evidence From France," Journal of Regional Science, Wiley Blackwell, vol. 57(3), pages 411-441, June.
    20. Galina Hale & Mingzhi Xu, 2016. "FDI effects on the labor market of host countries," Working Paper Series 2016-25, Federal Reserve Bank of San Francisco.
    21. Roll, Yoav & Semyonov, Moshe & Mandel, Hadas, 2022. "Gendered Globalization: The Relationship between Globalization and Gender Gaps in Employment and Occupational Opportunities," SocArXiv fmbd2, Center for Open Science.
    22. Enrico Marelli & Laura Resmini & Marcello Signorelli, 2014. "The Effects Of Inward Fdi On Regional Employment In Europe," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 8(1), pages 1-23, JUNE.
    23. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    24. Eduardo Saucedo & Teofilo Ozuna & Hector Zamora, 2020. "The effect of FDI on low and high-skilled employment and wages in Mexico: a study for the manufacture and service sectors," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-15, December.
    25. Syed Zia Abbas Rizvi & Muhammad Nishat, 2009. "The Impact of Foreign Direct Investment on Employment Opportunities: Panel Data Analysis: Empirical Evidence from Pakistan, India and China," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 48(4), pages 841-851.
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