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Wages, labor quality, and FDI inflows: A new non-linear approach

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  • Hou, Lei
  • Li, Qi
  • Wang, Yanfei
  • Yang, Xintong

Abstract

Although theory predicts that locations with lower wages will attract more FDI inflows, the empirical results from traditional linear regression models are rather mixed. We consider the possible impact of labor quality, along with wages, and build a simple FDI location choice model to capture the potential nonlinear relationship among the three. Further, we propose a partially linear panel data model to investigate the wage effect on FDI location choices. Using macroeconomic province-level data from China between 1993 and 2018, we find that the marginal effect of wage is generally a decreasing function of labor quality. This implies that facing low labor quality, FDI firms prefer locations with high wages that ensure high labor quality; while facing high labor quality, their preferences for low labor costs dominate. Our nonlinear approach reconciles the mixed results in the empirical literature on how wages affect FDI inflows and the role of labor quality in attracting FDI.

Suggested Citation

  • Hou, Lei & Li, Qi & Wang, Yanfei & Yang, Xintong, 2021. "Wages, labor quality, and FDI inflows: A new non-linear approach," Economic Modelling, Elsevier, vol. 102(C).
  • Handle: RePEc:eee:ecmode:v:102:y:2021:i:c:s0264999321001462
    DOI: 10.1016/j.econmod.2021.105557
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    References listed on IDEAS

    as
    1. Keith Head & Thierry Mayer, 2004. "Market Potential and the Location of Japanese Firms in the European Union," Post-Print hal-00267438, HAL.
    2. Badi H. Baltagi & Dong Li, 2002. "Series Estimation of Partially Linear Panel Data Models with Fixed Effects," Annals of Economics and Finance, Society for AEF, vol. 3(1), pages 103-116, May.
    3. Xuepeng Liu & Mary E. Lovely & Jan Ondrich, 2017. "The Location Decisions Of Foreign Investors In China: Untangling The Effect Of Wages Using A Control Function Approach," World Scientific Book Chapters, in: Mary E Lovely (ed.), International Economic Integration and Domestic Performance, chapter 11, pages 191-197, World Scientific Publishing Co. Pte. Ltd..
    4. Thompson, Samuel B., 2011. "Simple formulas for standard errors that cluster by both firm and time," Journal of Financial Economics, Elsevier, vol. 99(1), pages 1-10, January.
    5. Amiti, Mary & Smarzynska Javorcik, Beata, 2008. "Trade costs and location of foreign firms in China," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 129-149, February.
    6. Gao, Ting, 2005. "Labor quality and the location of foreign direct investment: Evidence from China," China Economic Review, Elsevier, vol. 16(3), pages 274-292.
    7. Nobuyuki Iwai & Stanley R. Thompson, 2012. "Foreign Direct Investment and Labor Quality in Developing Countries," Review of Development Economics, Wiley Blackwell, vol. 16(2), pages 276-290, May.
    8. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    9. Blyde, Juan & Molina, Danielken, 2015. "Logistic infrastructure and the international location of fragmented production," Journal of International Economics, Elsevier, vol. 95(2), pages 319-332.
    10. Yeaple, Stephen Ross, 2003. "The complex integration strategies of multinationals and cross country dependencies in the structure of foreign direct investment," Journal of International Economics, Elsevier, vol. 60(2), pages 293-314, August.
    11. 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.
    12. Nielsen, Bo Bernhard & Asmussen, Christian Geisler & Weatherall, Cecilie Dohlmann, 2017. "The location choice of foreign direct investments: Empirical evidence and methodological challenges," Journal of World Business, Elsevier, vol. 52(1), pages 62-82.
    13. Gerald Yong Gao & Danny Tan Wang & Yi Che, 2018. "Impact of historical conflict on FDI location and performance: Japanese investment in China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(8), pages 1060-1080, October.
    14. Du, Julan & Lu, Yi & Tao, Zhigang, 2008. "Economic institutions and FDI location choice: Evidence from US multinationals in China," Journal of Comparative Economics, Elsevier, vol. 36(3), pages 412-429, September.
    15. Li, Qi & Stengos, Thanasis, 1996. "Semiparametric estimation of partially linear panel data models," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 389-397.
    16. Tomohara, Akinori, 2017. "Does immigration crowd out foreign direct investment inflows? Tradeoff between contemporaneous FDI-immigration substitution and ethnic network externalities," Economic Modelling, Elsevier, vol. 64(C), pages 40-47.
    17. Kang, Sung Jin & Lee, Hong Shik, 2007. "The determinants of location choice of South Korean FDI in China," Japan and the World Economy, Elsevier, vol. 19(4), pages 441-460, December.
    18. Yingqi Wei & Xiaming Liu & David Parker & Kirit Vaidya, 1999. "The Regional Distribution of Foreign Direct Investment in China," Regional Studies, Taylor & Francis Journals, vol. 33(9), pages 857-867.
    19. Keith Head & Thierry Mayer, 2004. "Market Potential and the Location of Japanese Investment in the European Union," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 959-972, November.
    20. Rong, Shu & Liu, Kai & Huang, Si & Zhang, Qi, 2020. "FDI, labor market flexibility and employment in China," China Economic Review, Elsevier, vol. 61(C).
    21. Andrea Ascani & Riccardo Crescenzi & Simona Iammarino, 2016. "Economic Institutions and the Location Strategies of European Multinationals in their Geographic Neighborhood," Economic Geography, Taylor & Francis Journals, vol. 92(4), pages 401-429, October.
    22. repec:hal:wpspec:info:hdl:2441/10192 is not listed on IDEAS
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    Cited by:

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    2. Bosede Ngozi Adeleye & Bede Uzoma Achugamonu & Tayo George & Mercy Ejovwokeoghene Ogbari & Oluyomi Ola-David, 2023. "ICT Leapfrogging Amidst Labour Force-Economic Growth Nexus in EAP and ECA Regions," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 70(1), pages 17-40, March.
    3. Zhang, Hongxia & Kim, Heeho, 2022. "Institutional quality and FDI location: A threshold model," Economic Modelling, Elsevier, vol. 114(C).
    4. Feng, Ya & Wen, Junqi, 2023. "Foreign direct investment and employee income share: Firm-level evidence," Finance Research Letters, Elsevier, vol. 55(PA).
    5. Nathapornpan Uttama & Popkarn Arwatchanakarn, 2023. "How do economic complexity and productive capacities foster foreign direct investment flows? Evidence from the Asian economies," Economics Bulletin, AccessEcon, vol. 43(1), pages 629-643.
    6. Ionel Sergiu Pirju & Gabriela Marchis & Manuela Panaitescu & Nicolae Florin Prunău & Alisa Mihaela Ambrozie, 2023. "Foreign Direct Investments—A Perspective of Sustainability: Evidence from the Austrian and German Labor Market," Sustainability, MDPI, vol. 15(18), pages 1-18, September.

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    More about this item

    Keywords

    FDI; Wage; Labor quality; Partially linear regression;
    All these keywords.

    JEL classification:

    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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