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Productivity Spillovers from FDI in Malaysian Manufacturing: Evidence from Micro‐panel Data

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  • Noor Aini Khalifah
  • Radziah Adam

Abstract

Using an establishment‐level panel dataset for the Malaysian manufacturing industries for 2000–2004, we argue that differences in the proxies and degrees of foreign shareholdings in measuring foreign presence lead to opposite signs and/or significance of spillover effects. The results show significant evidence of positive productivity spillovers to local establishments in the same industry, based on a broad measure of foreign presence. However, there is no evidence of positive spillover when employment share is used as a proxy for foreign presence. Furthermore, significant negative spillover effects are related to higher employment shares of wholly foreign‐owned establishments. Although there is no significant difference in labor productivity between wholly foreign‐owned and locally‐owned establishments, both majority and minority foreign‐owned establishments have significantly lower levels of labor productivity than locally‐owned establishments in Malaysia.

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  • Noor Aini Khalifah & Radziah Adam, 2009. "Productivity Spillovers from FDI in Malaysian Manufacturing: Evidence from Micro‐panel Data," Asian Economic Journal, East Asian Economic Association, vol. 23(2), pages 143-167, June.
  • Handle: RePEc:bla:asiaec:v:23:y:2009:i:2:p:143-167
    DOI: 10.1111/j.1467-8381.2009.02011.x
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    1. Jonathan E. Haskel & Sonia C. Pereira & Matthew J. Slaughter, 2007. "Does Inward Foreign Direct Investment Boost the Productivity of Domestic Firms?," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 482-496, August.
    2. Alessandro Sembenelli & Georges Siotis, 2002. "Foreign Direct Investment, Competitive Pressure and Spillovers. An Empirical Analysis on Spanish Firm Level Data," Development Working Papers 169, Centro Studi Luca d'Agliano, University of Milano.
    3. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Local Technological Capability and Productivity Spillovers from FDI in the Uruguayan Manufacturing Sector," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 11, pages 177-186, Palgrave Macmillan.
    4. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    5. Hubert, Florence & Pain, Nigel, 2001. "Inward Investment and Technical Progress in the United Kingdom Manufacturing Sector," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(2), pages 134-147, May.
    6. 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..
    7. Sourafel Girma & David Greenaway & Katharine Wakelin, 2013. "Who Benefits from Foreign Direct Investment in the UK?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(5), pages 560-574, November.
    8. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Technology, Market Characteristics and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 10, pages 160-176, Palgrave Macmillan.
    9. Magnus Blomström & Ari Kokko & Steven Globerman, 2001. "The determinants of host country spillovers from foreign direct investment: a review and synthesis of the literature," Palgrave Macmillan Books, in: Nigel Pain (ed.), Inward Investment Technological Change and Growth, chapter 2, pages 34-65, Palgrave Macmillan.
    10. Caves, Richard E, 1974. "Multinational Firms, Competition, and Productivity in Host-Country Markets," Economica, London School of Economics and Political Science, vol. 41(162), pages 176-193, May.
    11. Driffield, Nigel, 2001. "The Impact of Domestic Productivity of Inward Investment in the UK," Manchester School, University of Manchester, vol. 69(1), pages 103-119, January.
    12. Nigel Driffield, 2001. "The Impact on Domestic Productivity of Inward Investment in the UK," Manchester School, University of Manchester, vol. 69(1), pages 103-119, January.
    13. Takii, Sadayuki, 2005. "Productivity spillovers and characteristics of foreign multinational plants in Indonesian manufacturing 1990-1995," Journal of Development Economics, Elsevier, vol. 76(2), pages 521-542, April.
    14. Isabel Proença & Maria Paula Fontoura & Nuno Crespo, 2002. "Productivity Spillovers from Multinational Corporations in the Portuguese Case: Evidence from a Short Time Period Panel Data," Working Papers Department of Economics 2002/06, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    15. Koirala, Govinda P. & Koshal, Rajindar K., 1999. "Productivity and technology in Nepal:: An analysis of foreign and domestic firms," Journal of Asian Economics, Elsevier, vol. 10(4), pages 605-618.
    16. Djankov, Simeon & Hoekman, Bernard M, 2000. "Foreign Investment and Productivity Growth in Czech Enterprises," The World Bank Economic Review, World Bank, vol. 14(1), pages 49-64, January.
    17. Jozef Konings, 2001. "The effects of foreign direct investment on domestic firms," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 9(3), pages 619-633, November.
    18. Nigel Driffield & Max Munday, 1998. "The impact of foreign direct investment on UK manufacturing: is there a profit squeeze in domestic firms?," Applied Economics, Taylor & Francis Journals, vol. 30(5), pages 705-709.
    19. Holger Görg & Eric Strobl, 2016. "Multinational Companies And Productivity Spillovers: A Meta-Analysis," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 8, pages 145-161, World Scientific Publishing Co. Pte. Ltd..
    20. Wang, Jian-Ye & Blomstrom, Magnus, 1992. "Foreign investment and technology transfer : A simple model," European Economic Review, Elsevier, vol. 36(1), pages 137-155, January.
    21. Blomstrom, Magnus & Kokko, Ari, 1997. "How foreign investment affects host countries," Policy Research Working Paper Series 1745, The World Bank.
    22. Florence Hubert & Nigel Pain, 2001. "Inward Investment and Technical Progress in the United Kingdom Manufacturing Sector," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(2), pages 134-147, May.
    23. Sinani, Evis & Meyer, Klaus E., 2004. "Spillovers of technology transfer from FDI: the case of Estonia," Journal of Comparative Economics, Elsevier, vol. 32(3), pages 445-466, September.
    24. Blomstrom, Magnus & Persson, Hakan, 1983. "Foreign investment and spillover efficiency in an underdeveloped economy: Evidence from the Mexican manufacturing industry," World Development, Elsevier, vol. 11(6), pages 493-501, June.
    25. Yih-Chyi Chuang & Chi-Mei Lin, 1999. "Foreign direct investment, R&D and spillover efficiency: Evidence from Taiwan's manufacturing firms," Journal of Development Studies, Taylor & Francis Journals, vol. 35(4), pages 117-137.
    26. Ramstetter, Eric D., 2004. "Labor productivity, wages, nationality, and foreign ownership shares in Thai manufacturing, 1996-2000," Journal of Asian Economics, Elsevier, vol. 14(6), pages 861-884, January.
    27. Xiaming Liu & Pamela Siler & Chengqi Wang & Yingqi Wei, 2000. "Productivity Spillovers From Foreign Direct Investment: Evidence From UK Industry Level Panel Data," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 31(3), pages 407-425, September.
    28. Rachel Griffith, 1999. "Using the ARD establishment level data to look at foreign ownership and productivity in the UK," IFS Working Papers W99/06, Institute for Fiscal Studies.
    29. Noor Aini Khalifah, 2000. "A Typology Of Malaysia'S Trade Flows (1990-1997): Structural Shifts In The Merchandise Trade Balance," IIUM Journal of Economics and Management, IIUM Journal of Economis and Management, vol. 8(2), pages 109-138, December.
    30. Blomstrom, Magnus & Sjoholm, Fredrik, 1999. "Technology transfer and spillovers: Does local participation with multinationals matter?1," European Economic Review, Elsevier, vol. 43(4-6), pages 915-923, April.
    31. Griffith, Rachel, 1999. "Using the ARD Establishment Level Data to Look at Foreign Ownership and Productivity in the United Kingdom," Economic Journal, Royal Economic Society, vol. 109(456), pages 416-442, June.
    32. Fredrik Sjoholm, 1999. "Technology gap, competition and spillovers from direct foreign investment: Evidence from establishment data," Journal of Development Studies, Taylor & Francis Journals, vol. 36(1), pages 53-73.
    33. Sourafel Girma & David Greenaway & Katharine Wakelin, 2013. "Who Benefits from Foreign Direct Investment in the UK?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(5), pages 560-574, November.
    34. Vinish Kathuria, 2000. "Productivity spillovers from technology transfer to Indian manufacturing firms," Journal of International Development, John Wiley & Sons, Ltd., vol. 12(3), pages 343-369, April.
    35. Frances Ruane & Ali Ugur, 2002. "Foreign Direct Investment And Productivity Spillovers In The Irish Manufacturing Industry: Evidence From Firm Level Panel Data," Trinity Economics Papers 20026, Trinity College Dublin, Department of Economics.
    36. Sophia Dimelis & Helen Louri, 2002. "Foreign ownership and production efficiency: a quantile regression analysis," Oxford Economic Papers, Oxford University Press, vol. 54(3), pages 449-469, July.
    37. Steven Globerman, 1979. "Foreign Direct Investment and `Spillover' Efficiency Benefits in Canadian Manufacturing Industries," Canadian Journal of Economics, Canadian Economics Association, vol. 12(1), pages 42-56, February.
    38. Erol Taymaz & Aykut Lenger, 2004. "Multinational Corporations as a Vehicle for Productivity Spillovers in Turkey," DRUID Working Papers 04-09, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    39. Menon, Jayant, 1998. "Total factor productivity growth in foreign and domestic firms in Malaysian manufacturing," Journal of Asian Economics, Elsevier, vol. 9(2), pages 251-280.
    40. Li, Xiaoying & Liu, Xiaming & Parker, David, 2001. "Foreign direct investment and productivity spillovers in the Chinese manufacturing sector," Economic Systems, Elsevier, vol. 25(4), pages 305-321, December.
    41. Takii, Sadayuki, 2004. "Productivity Differentials Between Local and Foreign Plants in Indonesian Manufacturing, 1995," World Development, Elsevier, vol. 32(11), pages 1957-1969, November.
    42. Florence Hubert & Nigel Pain, 2000. "Inward Investment and Technical Progress in the UK Manufacturing Sector," OECD Economics Department Working Papers 268, OECD Publishing.
    43. Haddad, Mona & Harrison, Ann, 1993. "Are there positive spillovers from direct foreign investment? : Evidence from panel data for Morocco," Journal of Development Economics, Elsevier, vol. 42(1), pages 51-74, October.
    44. Chhibber, Pradeep K & Majumdar, Sumit K, 1999. "Foreign Ownership and Profitability: Property Rights, Control, and the Performance of Firms in Indian Industry," Journal of Law and Economics, University of Chicago Press, vol. 42(1), pages 209-238, April.
    45. Richard Harris & Catherine Robinson, 2003. "Foreign Ownership and Productivity in the United Kingdom Estimates for U.K. Manufacturing Using the ARD," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 22(3), pages 207-223, May.
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    Cited by:

    1. Ziliang Deng & Rod Falvey & Adam Blake, 2013. "Quantifying Foreign Direct Investment Productivity Spillovers in China: A Computable General Equilibrium Model," Asian Economic Journal, East Asian Economic Association, vol. 27(4), pages 369-389, December.
    2. Dyah Wulan Sari, 2019. "The Potential Horizontal and Vertical Spillovers from Foreign Direct Investment on Indonesian Manufacturing Industries," Economic Papers, The Economic Society of Australia, vol. 38(4), pages 299-310, December.
    3. Ergun Dogan & Koi Nyen Wong & Michael M. C. Yap, 2017. "Vertical and Horizontal Spillovers from Foreign Direct Investment: Evidence from Malaysian Manufacturing," Asian Economic Papers, MIT Press, vol. 16(3), pages 158-183, Fall.
    4. Ramstetter, Eric D. & Haji Ahmad, Shahrazat Binti, 2013. "Do Multinationals Use Water and Energy Relatively Efficiently in Malaysian Manufacturing?," AGI Working Paper Series 2013-16, Asian Growth Research Institute.
    5. khalifah, noor & Jaafar, Zakiah, 2017. "Technical Efficiency of Establishments in Malaysia’s Electrical and Electronics Industries: Exporting or Vertical Trade?," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 51(1), pages 157-130.
    6. Kozo Otsuka & Kaoru Natsuda, 2016. "The Determinants Of Total Factor Productivity In The Malaysian Automotive Industry: Are Government Policies Upgrading Technological Capacity?," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(04), pages 1-18, September.
    7. Cassey Lee & Dionisius Narjoko, 2015. "Escaping the Middle-Income Trap in Southeast Asia: Micro Evidence on Innovation, Productivity, and Globalization," Asian Economic Policy Review, Japan Center for Economic Research, vol. 10(1), pages 124-147, January.
    8. Noor Aini Khalifah, 2013. "Ownership and technical efficiency in Malaysia's automotive industry: A stochastic frontier production function analysis," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(4), pages 509-535, June.
    9. Doytch, Nadia & Uctum, Merih, 2019. "Spillovers from foreign direct investment in services: Evidence at sub-sectoral level for the Asia-Pacific," Journal of Asian Economics, Elsevier, vol. 60(C), pages 33-44.
    10. Dyah Wulan Sari & Noor Aini Khalifah & Suyanto Suyanto, 2016. "The spillover effects of foreign direct investment on the firms’ productivity performances," Journal of Productivity Analysis, Springer, vol. 46(2), pages 199-233, December.
    11. Eric Ramstetter, 2009. "Firm- and Plant-level Analysis of Multinationals in Southeast Asia: the Perils of Pooling Industries and Balancing Panels," Global COE Hi-Stat Discussion Paper Series gd09-106, Institute of Economic Research, Hitotsubashi University.
    12. Noor Aini Khalifah & Salmah Mohd Salleh & Radziah Adam, 2015. "FDI productivity spillovers and the technology gap in Malaysia's electrical and electronic industries," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 29(1), pages 142-160, May.
    13. Ramstetter, Eric D. & Kohpaiboon, Archanun, 2013. "Foreign Ownership and Energy Efficiency in Thailand’s Local Manufacturing Plants," AGI Working Paper Series 2013-15, Asian Growth Research Institute.
    14. Ramstetter, Eric D. & Ngoc, Phan Minh, 2013. "Productivity, ownership, and producer concentration in transition: Further evidence from Vietnamese manufacturing," Journal of Asian Economics, Elsevier, vol. 25(C), pages 28-42.
    15. Binyam A. Demena & Peter A. G. van Bergeijk, 2017. "A Meta-Analysis Of Fdi And Productivity Spillovers In Developing Countries," Journal of Economic Surveys, Wiley Blackwell, vol. 31(2), pages 546-571, April.
    16. Clark Don P. & Highfill Jannett & de Oliveira Campino Jonas & Rehman Scheherazade S., 2011. "FDI, Technology Spillovers, Growth, and Income Inequality: A Selective Survey," Global Economy Journal, De Gruyter, vol. 11(2), pages 1-44, July.
    17. Bishwanath Goldar & Karishma Banga, 2018. "Country Origin of Foreign Direct Investment in Indi an Manufacturing and Its Impact on Productivity of Domestic Firms," Working Papers id:12730, eSocialSciences.
    18. Thi Ngoc Thuyen Truong & Juthathip Jongwanich & Eric D. Ramstetter, 2015. "Productivity spillovers from foreign multinationals and trade protection: firm-level analysis of Vietnamese manufacturing," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 29(2), pages 30-46, November.
    19. Danai Christopoulou & Nikolaos Papageorgiadis & Chengang Wang & Georgios Magkonis, 2021. "IPR Law Protection and Enforcement and the Effect on Horizontal Productivity Spillovers from Inward FDI to Domestic Firms: A Meta-analysis," Management International Review, Springer, vol. 61(2), pages 235-266, April.
    20. Bethuel Kinyanjui Kinuthia, 2017. "Export Spillovers: Comparative Evidence From Kenya and Malaysia," Journal of African Economies, Centre for the Study of African Economies, vol. 26(1), pages 24-51.
    21. Bethuel Kinyanjui Kinuthia, 2016. "Technology spillovers: Kenya and Malaysia compared," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 25(4), pages 536-569, June.
    22. Thuyen, Truong Thi Ngoc & Jongwanich, Juthathip & Ramstetter, Eric D., 2014. "Productivity spillovers from foreign multinationals and trade policy: firm-level analysis of Vietnamese manufacturing," AGI Working Paper Series 2014-10, Asian Growth Research Institute.
    23. Ramstetter, Eric D. & Narjoko, Dionisius, 2013. "Foreign Ownership, State Ownership and Energy Efficiency in Indonesia's Private Manufacturing Plants," AGI Working Paper Series 2013-17, Asian Growth Research Institute.
    24. Miao Zhang & Rui Yang, 2022. "FDI and spillovers: New evidence from Malaysia’s manufacturing sector," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 847-877, May.

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