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Effects of Foreign Direct Investment on Firm-level Technical Efficiency: Stochastic Frontier Model Evidence from Chinese Manufacturing Firms

Author

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  • Miao Wang

    (University of San Francisco)

  • M. C. Sunny Wong

    (University of San Francisco)

Abstract

It has been recognized that multinational corporations can spill over to non-affiliated firms in host economies. Existing studies of foreign direct investment (FDI) and productivity growth often assume firms are perfectly efficient. Our paper relaxes this assumption and explores how FDI affects a firm’s technical efficiency improvement as well as its technical progress in a stochastic frontier model. The stochastic frontier model estimates a firm’s production frontier given a set of production inputs. The deviation of a firm’s actual output level from its maximum level of output is defined as technical inefficiency. Using data from more than 12,000 Chinese manufacturing firms, we find that FDI in a firm's own industry (horizontal FDI) does not necessarily improve the firm’s technical efficiency. However, firms with a larger absorptive capacity tend to benefit more from horizontal FDI than others. We also find that foreign presence in a firm’s downstream industries helps improve the firm’s technical efficiency, while foreign presence in upstream industries does not. In addition, a generalized Malmquist index decomposition shows that foreign affiliates achieve a higher productivity growth than domestic firms mainly through a faster improvement in technical efficiency rather than through technical progress.

Suggested Citation

  • Miao Wang & M. C. Sunny Wong, 2016. "Effects of Foreign Direct Investment on Firm-level Technical Efficiency: Stochastic Frontier Model Evidence from Chinese Manufacturing Firms," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 44(3), pages 335-361, September.
    • Handle: RePEc:kap:atlecj:v:44:y:2016:i:3:d:10.1007_s11293-016-9509-3
    DOI: 10.1007/s11293-016-9509-3
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    as
    1. Edward Oczkowski & Kishor Sharma, 2005. "Determinants of Efficiency in Least Developed Countries: Further Evidence from Nepalese Manufacturing Firms," Journal of Development Studies, Taylor & Francis Journals, vol. 41(4), pages 617-630.
    2. Nigel Driffield, 2004. "Regional policy and spillovers from FDI in the UK," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 38(4), pages 579-594, December.
    3. Hanousek, Jan & Kočenda, Evžen & Mašika, Michal, 2012. "Firm efficiency: Domestic owners, coalitions, and FDI," Economic Systems, Elsevier, vol. 36(4), pages 471-486.
    4. Blalock, Garrick & Gertler, Paul J., 2009. "How firm capabilities affect who benefits from foreign technology," Journal of Development Economics, Elsevier, vol. 90(2), pages 192-199, November.
    5. Ragnhild Balsvik, 2011. "Is Labor Mobility a Channel for Spillovers from Multinationals? Evidence from Norwegian Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 285-297, February.
    6. Crespo, Nuno & Fontoura, Maria Paula, 2007. "Determinant Factors of FDI Spillovers - What Do We Really Know?," World Development, Elsevier, vol. 35(3), pages 410-425, March.
    7. Amy Jocelyn Glass & Kamal Saggi, 2002. "Multinational Firms and Technology Transfer," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 495-513, December.
    8. Shiyong Zhao, 2013. "Privatization, FDI inflow and economic growth: evidence from China's provinces, 1978--2008," Applied Economics, Taylor & Francis Journals, vol. 45(15), pages 2127-2139, May.
    9. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    10. International Finance Corporation & World Bank, 2013. "Doing Business 2013 : Smarter Regulations for Small and Medium-Size Enterprises [Regulaciones inteligentes para las pequeñas y medianas empresas : resumen ejecutivo (Vol. 2)]," World Bank Publications - Books, The World Bank Group, number 11857.
    11. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    12. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    13. Lall, Sanjaya, 1980. "Vertical Inter-Firm Linkages in LDCs: An Empirical Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 42(3), pages 203-226, August.
    14. World Bank & International Finance Corporation, "undated". "Doing Business in Italy 2013 : Smarter Regulations for Small and Medium-Size Enterprises," World Bank Publications - Reports 13331, The World Bank Group.
    15. C. Lovell, 2003. "The Decomposition of Malmquist Productivity Indexes," Journal of Productivity Analysis, Springer, vol. 20(3), pages 437-458, November.
    16. Suyanto & Salim, Ruhul A. & Bloch, Harry, 2009. "Does Foreign Direct Investment Lead to Productivity Spillovers? Firm Level Evidence from Indonesia," World Development, Elsevier, vol. 37(12), pages 1861-1876, December.
    17. Laura Alfaro & Sebnem Kalemli‐Ozcan & Selin Sayek, 2009. "FDI, Productivity and Financial Development," The World Economy, Wiley Blackwell, vol. 32(1), pages 111-135, January.
    18. Kumbhakar, Subal C & Ghosh, Soumendra & McGuckin, J Thomas, 1991. "A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 279-286, July.
    19. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    20. Bai, Chong-En & Lu, Jiangyong & Tao, Zhigang, 2009. "How does privatization work in China?," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 453-470, September.
    21. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    22. John H. Dunning, 1977. "Trade, Location of Economic Activity and the MNE: A Search for an Eclectic Approach," Palgrave Macmillan Books, in: Bertil Ohlin & Per-Ove Hesselborn & Per Magnus Wijkman (ed.), The International Allocation of Economic Activity, chapter 12, pages 395-418, Palgrave Macmillan.
    23. Merlevede, Bruno & Schoors, Koen & Spatareanu, Mariana, 2014. "FDI Spillovers and Time since Foreign Entry," World Development, Elsevier, vol. 56(C), pages 108-126.
    24. World Bank & International Finance Corporation, "undated". "Doing Business in Italy 2013 : Smarter Regulations for Small and Medium-Size Enterprises," World Bank Publications - Reports 13332, The World Bank Group.
    25. repec:bla:econom:v:41:y:1974:i:162:p:176-93 is not listed on IDEAS
    26. Charoenrat, Teerawat & Harvie, Charles, 2014. "The efficiency of SMEs in Thai manufacturing: A stochastic frontier analysis," Economic Modelling, Elsevier, vol. 43(C), pages 372-393.
    27. Vinish Kathuria, 2001. "Foreign firms, technology transfer and knowledge spillovers to Indian manufacturing firms: a stochastic frontier analysis," Applied Economics, Taylor & Francis Journals, vol. 33(5), pages 625-642.
    28. Suyanto, & Salim, Ruhul & Bloch, Harry, 2014. "Which firms benefit from foreign direct investment? Empirical evidence from Indonesian manufacturing," Journal of Asian Economics, Elsevier, vol. 33(C), pages 16-29.
    29. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    30. World Bank & International Finance Corporation, "undated". "Doing Business in the East African Community 2013 : Smarter Regulation for Small and Medium-Size Enterprises," World Bank Publications - Reports 16246, The World Bank Group.
    31. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    32. Beata S. Javorcik, 2008. "Can Survey Evidence Shed Light on Spillovers from Foreign Direct Investment?," The World Bank Research Observer, World Bank, vol. 23(2), pages 139-159, June.
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    2. Mantas Markauskas & Asta Baliute, 2021. "Technological progress spillover effect in Lithuanian manufacturing industry," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 16(4), pages 783-806, December.

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