Exploring the Impact of Foreign Direct Investment Accumulation on National Innovation Capability and the Mediating Role of Human Development Level
Year 2013,
Volume: 6 Issue: 1, 49 - 72, 30.05.2016
Ufuk Türen
,
Hakan Dilek
Yunus Gökmen
Abstract
In this study, we scrutinize the effect of inward Foreign Direct Investment (FDI) and Human Development Level (HDL) on National Innovation Capability (NIC). Data from 123 countries are employed for multivariate statistical analyses. We find that both FDI accumulation and HDL significantly and positively influence NIC, and HDL has a mediating effect between FDI accumulation and NIC. Mediating role of HDL vanishes when we divide the data into four HDL groups which are suggested by UNDP. In very high human developed group FDI accumulation and HDL both have a positive and significant effect on NIC. In high human developed group only HDL has a positive and significant effect on NIC while NIC is insensitive to FDI accumulation. In medium human developed and low human developed groups we see that NIC is insensitive to both FDI accumulation and HDL.
References
- Aroian, L. A., 1944/1947. The Probability Functions of the Product of Two Normally Distributed Variables. Annals of Mathematical Statistics, 18: 265-271.
- Baron, R. M., and Kenny, D. A., 1986. The Moderator-Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations. Journal of Personality and Social Psychology, 51: 1173-1182.
- Blomström, M. and Kokko, A., 1997. How Foreign Investment Affects Countries’ Policy, Research Working Paper No. 1745, World Bank.
- Brooks, C., 2008, Introductory Econometrics for Finance, Second Edition, Cambridge University Press, New York.
- Bucara, M., Rojeca, M. and Starea, M., 2009. Backward FDI Linkages as a Channel for Transferring Technology and Building Innovation Capability: The Case of Slovenia, European Journal of Development Research, 21(1): 137–153.
- Cardoso, E. A. and Dornbusch, R., 1989. Foreign Private Capital Flows in: H. B.
- Chenery, T. N. Srinivasan eds., Handbook of Development Economics, Vol. 2, Elsevier, Amsterdam.
- Cardoso, F. H., 1973. Associated-dependent Development,” in Alfred Stepan, ed., Authoritarian Brazil: Origins, Policies, and Future, Yale University Press, New Haven.
- Carol, A., 2008. Market Risk Analysis Volume I Quantitative Methods in Finance, John Wiley & Sons Ltd., England
- Chilcote, R.H., 2002. Globalization or Imperializm? Latin American Perspectives, 29(6): 80-84.
- CIA, 2010. 2010 CIA World Factbook, http://cia-world-factbook.findthedata.org/d/d/2010, Access date: 06.03.2012.
- Davidson, R. and MacKinnon, J.G. 2004. Econometric Theory and Methods, Oxford University Press Inc., England.
- Damijan, J.P., Knell, M., Majcen, B. and Rojec, M., 2003. Technology Transfer Through FDI in Top-10 Transition Countries: How Important Are Direct Effects, Horizontal and Vertical Spillovers?, Working Paper No. 17, 2003, Institute for Economic Research, Ljubljana,
- Evans, P., 1979. Dependent Development: The Alliance of Multinational: State, and Local Capital in Brazil, Princeton University Press, New Jersey.
- Fan, E. X., 2002. Technological Spillovers from Foreign Direct Investment - A survey, ERD Working Paper No. 33, Asian Development Bank, (http://www.adb.org/Documents/ERD/Working_Papers/wp033.pdf, Access date: 27.12.2011).
- Furman, J.L., Porter, M.E. and Stern, S., 2002. The Determinants of National Innovative Capacity, Research Policy, 31: 899–933.
- Globerman, S., 1979. Foreign Direct Investment and Spillover Efficiency Benefits in Canadian Manufacturing Industries, the Canadian Journal of Economics, 12(1): 42-56
- Goodman, L. A., 1960. On the Exact Variance of Products. Journal of the American Statistical Association, 55: 708-713.
- Gujarati, D.N., 2004. Basic Econometrics, 4th Ed., Mcgraw-Hill. USA.
- Hilferding, R., 1986. Finance Capital: A Study of The Latest Phase of Capitalist Development (Economic History), Routledge, USA. (Originally Published with The Name of “Das Finanzkapital” in 1910).
- INSEAD (Institut Européen d'administration des Affaires), 2011. The Global Innovation Index 2011 Report, http://www.globalinnovationindex.org/gii/main/fullreport/ index. html, Access date: 09.02.2012.
- Kathuria, V., 2002. Liberalization, FDI, and Productivity Spillovers—an Analysis of Indian Manufacturing Firms, Oxford Economic Papers, 54: 688–718.
- Kinoshita, Y., 2000. R&D and Technology Spillovers via FDI: Innovation and Absorptive Capacity, William Davidson Institute Working Paper No.349.
- Klugman, J.; Rodríguez F., and Choi, H.-J., 2011. The HDI 2010: New Controversies, Old Critiques, United Nations Development Programme, Human Development Reports, Research Paper 2011/01, April 2011, (http://hdr.undp.org/en/reports/global/hdr2011/papers/HDRP_2011_01.pdf, Access date: 29.09.2012)
- Kokko, A., 1994. Technology, Market Characteristics and Spillover, Journal of Development Economics, 43: 279-93.
- Kokko, A., and M. Blomström, 1995. Policies to Encourage Inflows of Technology through Foreign Multinationals, World Development, 23(3):495-68. Le, Q.H. and Pomfret, R., 2011. Technology Spillovers from Foreign Direct Investment in Vietnam: Horizontal or Vertical Spillovers? Journal of the Asia Pacific Economy, 16 (2): 183-201
- Mansfield, E. and Romeo, A., 1980. Technology Transfer to Overseas Subsidiaries by US-Based Firms, Quarterly Journal of Economics, 95: 737-750.
- Meadows, D., Randers, J. and Meadows, Dennis, 2004. Limits to Growth: The 30-Year Update, Chelsea Green Publishing, USA.
- Monastiriotis, V. and Alegria, R., 2011. Origin of FDI and Intra-Industry Domestic Spillovers: The Case of Greek and European FDI in Bulgaria, Review of Development Economics, 15(2): 2326-339.
- Quazi, R. 2007. Economic Freedom and Foreign Direct Investment in East Asia, Journal of the Asia Pacific Economy, 12(3): 329-344.
- Razin, A. and Sadka, E., 2007. Foreign Direct Investment: Analysis of Aggregate Flows, Princeton University Press, USA.
- Sinani, E. and Klaus M., 2004. Spillovers of Technology Transfer from FDI: The Case of Estonia, Journal of Comparative Economics, 32: 445–66.
- Sobel, M. E., (1982). Asymptotic confidence intervals for indirect effects in structural equation models. In S. Leinhardt (Ed.), Sociological Methodology 1982 (290-312). Washington, DC: American Sociological Association.
- Stiglitz, J. J., 2000. Capital Market Liberalization, Economic Growth, and Instability, World Development, 28(6): 1075-1086
- UNCTAD (United Nations Conference on Trade and Development), 2010. Foreign Direct Investment Data, (http://unctadstat.unctad.org/ReportFolders/reportFolders.aspx, Access date: 11.12.2011).
- UNDP, 2011. Human Development Report 2011-Sustainability and Equity: A Better Future for All, (http://hdr.undp.org/en/media/HDR_2011_EN_Complete.pdf, Access date: 25.02.2012).
- Vahter, P. and Masso, J. 2007. Home versus Host Country Effects of FDI : Searching for New Evidence Productivity Spillovers, Applied Economics Quarterly, 53(2): 165-196.
- Verwaayen, B. 2011. Foreword: The World Needs Open Innovation, The Global Innovation Index 2011 Accelerating Growth and Development, Ed.: Soumitra Dutta, INSEAD.
- Wang, J.Y. and Blomström, M., 1992. Foreign Investment and Technology Transfer: A Simple Model, European Economic Review, 36(1): 137-155.
- Weeks, J., 1981. The Differences between Materialist Theory and Dependency Theory and Why They Matter, Latin American Perspectives, 8; 118-123.
- White, H., 1980. A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity, Econometrica, 48: 817-38.
- Wooster, R.B. and Diebel, D.S., 2010. Productivity Spillovers from Foreign Direct Investment in Developing Countries: A Meta-Regression Analysis, Review of Development Economics, 14(1): 640-655.
- Xu, B., 2000. Multinational Enterprises, Technology Diffusion, and Host Country Productivity Growth, Journal of Development Economics, 62: 477-493.
- Yokota, K. and Tomohara, A., 2010. Modeling FDI-Induced Technology Spillovers, International Trade Journal, 24(1): 5-34.
- Zhang, Y., Li, H., Li, Y. and Zhou, L., 2010. FDI Spillovers in an Emerging Market: The Role of Foreign Firms’ Country Origin Diversity and Domestic Firms’ Absorptive Capacity, Strategic Management Journal, 31: 969–989.
Year 2013,
Volume: 6 Issue: 1, 49 - 72, 30.05.2016
Ufuk Türen
,
Hakan Dilek
Yunus Gökmen
References
- Aroian, L. A., 1944/1947. The Probability Functions of the Product of Two Normally Distributed Variables. Annals of Mathematical Statistics, 18: 265-271.
- Baron, R. M., and Kenny, D. A., 1986. The Moderator-Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations. Journal of Personality and Social Psychology, 51: 1173-1182.
- Blomström, M. and Kokko, A., 1997. How Foreign Investment Affects Countries’ Policy, Research Working Paper No. 1745, World Bank.
- Brooks, C., 2008, Introductory Econometrics for Finance, Second Edition, Cambridge University Press, New York.
- Bucara, M., Rojeca, M. and Starea, M., 2009. Backward FDI Linkages as a Channel for Transferring Technology and Building Innovation Capability: The Case of Slovenia, European Journal of Development Research, 21(1): 137–153.
- Cardoso, E. A. and Dornbusch, R., 1989. Foreign Private Capital Flows in: H. B.
- Chenery, T. N. Srinivasan eds., Handbook of Development Economics, Vol. 2, Elsevier, Amsterdam.
- Cardoso, F. H., 1973. Associated-dependent Development,” in Alfred Stepan, ed., Authoritarian Brazil: Origins, Policies, and Future, Yale University Press, New Haven.
- Carol, A., 2008. Market Risk Analysis Volume I Quantitative Methods in Finance, John Wiley & Sons Ltd., England
- Chilcote, R.H., 2002. Globalization or Imperializm? Latin American Perspectives, 29(6): 80-84.
- CIA, 2010. 2010 CIA World Factbook, http://cia-world-factbook.findthedata.org/d/d/2010, Access date: 06.03.2012.
- Davidson, R. and MacKinnon, J.G. 2004. Econometric Theory and Methods, Oxford University Press Inc., England.
- Damijan, J.P., Knell, M., Majcen, B. and Rojec, M., 2003. Technology Transfer Through FDI in Top-10 Transition Countries: How Important Are Direct Effects, Horizontal and Vertical Spillovers?, Working Paper No. 17, 2003, Institute for Economic Research, Ljubljana,
- Evans, P., 1979. Dependent Development: The Alliance of Multinational: State, and Local Capital in Brazil, Princeton University Press, New Jersey.
- Fan, E. X., 2002. Technological Spillovers from Foreign Direct Investment - A survey, ERD Working Paper No. 33, Asian Development Bank, (http://www.adb.org/Documents/ERD/Working_Papers/wp033.pdf, Access date: 27.12.2011).
- Furman, J.L., Porter, M.E. and Stern, S., 2002. The Determinants of National Innovative Capacity, Research Policy, 31: 899–933.
- Globerman, S., 1979. Foreign Direct Investment and Spillover Efficiency Benefits in Canadian Manufacturing Industries, the Canadian Journal of Economics, 12(1): 42-56
- Goodman, L. A., 1960. On the Exact Variance of Products. Journal of the American Statistical Association, 55: 708-713.
- Gujarati, D.N., 2004. Basic Econometrics, 4th Ed., Mcgraw-Hill. USA.
- Hilferding, R., 1986. Finance Capital: A Study of The Latest Phase of Capitalist Development (Economic History), Routledge, USA. (Originally Published with The Name of “Das Finanzkapital” in 1910).
- INSEAD (Institut Européen d'administration des Affaires), 2011. The Global Innovation Index 2011 Report, http://www.globalinnovationindex.org/gii/main/fullreport/ index. html, Access date: 09.02.2012.
- Kathuria, V., 2002. Liberalization, FDI, and Productivity Spillovers—an Analysis of Indian Manufacturing Firms, Oxford Economic Papers, 54: 688–718.
- Kinoshita, Y., 2000. R&D and Technology Spillovers via FDI: Innovation and Absorptive Capacity, William Davidson Institute Working Paper No.349.
- Klugman, J.; Rodríguez F., and Choi, H.-J., 2011. The HDI 2010: New Controversies, Old Critiques, United Nations Development Programme, Human Development Reports, Research Paper 2011/01, April 2011, (http://hdr.undp.org/en/reports/global/hdr2011/papers/HDRP_2011_01.pdf, Access date: 29.09.2012)
- Kokko, A., 1994. Technology, Market Characteristics and Spillover, Journal of Development Economics, 43: 279-93.
- Kokko, A., and M. Blomström, 1995. Policies to Encourage Inflows of Technology through Foreign Multinationals, World Development, 23(3):495-68. Le, Q.H. and Pomfret, R., 2011. Technology Spillovers from Foreign Direct Investment in Vietnam: Horizontal or Vertical Spillovers? Journal of the Asia Pacific Economy, 16 (2): 183-201
- Mansfield, E. and Romeo, A., 1980. Technology Transfer to Overseas Subsidiaries by US-Based Firms, Quarterly Journal of Economics, 95: 737-750.
- Meadows, D., Randers, J. and Meadows, Dennis, 2004. Limits to Growth: The 30-Year Update, Chelsea Green Publishing, USA.
- Monastiriotis, V. and Alegria, R., 2011. Origin of FDI and Intra-Industry Domestic Spillovers: The Case of Greek and European FDI in Bulgaria, Review of Development Economics, 15(2): 2326-339.
- Quazi, R. 2007. Economic Freedom and Foreign Direct Investment in East Asia, Journal of the Asia Pacific Economy, 12(3): 329-344.
- Razin, A. and Sadka, E., 2007. Foreign Direct Investment: Analysis of Aggregate Flows, Princeton University Press, USA.
- Sinani, E. and Klaus M., 2004. Spillovers of Technology Transfer from FDI: The Case of Estonia, Journal of Comparative Economics, 32: 445–66.
- Sobel, M. E., (1982). Asymptotic confidence intervals for indirect effects in structural equation models. In S. Leinhardt (Ed.), Sociological Methodology 1982 (290-312). Washington, DC: American Sociological Association.
- Stiglitz, J. J., 2000. Capital Market Liberalization, Economic Growth, and Instability, World Development, 28(6): 1075-1086
- UNCTAD (United Nations Conference on Trade and Development), 2010. Foreign Direct Investment Data, (http://unctadstat.unctad.org/ReportFolders/reportFolders.aspx, Access date: 11.12.2011).
- UNDP, 2011. Human Development Report 2011-Sustainability and Equity: A Better Future for All, (http://hdr.undp.org/en/media/HDR_2011_EN_Complete.pdf, Access date: 25.02.2012).
- Vahter, P. and Masso, J. 2007. Home versus Host Country Effects of FDI : Searching for New Evidence Productivity Spillovers, Applied Economics Quarterly, 53(2): 165-196.
- Verwaayen, B. 2011. Foreword: The World Needs Open Innovation, The Global Innovation Index 2011 Accelerating Growth and Development, Ed.: Soumitra Dutta, INSEAD.
- Wang, J.Y. and Blomström, M., 1992. Foreign Investment and Technology Transfer: A Simple Model, European Economic Review, 36(1): 137-155.
- Weeks, J., 1981. The Differences between Materialist Theory and Dependency Theory and Why They Matter, Latin American Perspectives, 8; 118-123.
- White, H., 1980. A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity, Econometrica, 48: 817-38.
- Wooster, R.B. and Diebel, D.S., 2010. Productivity Spillovers from Foreign Direct Investment in Developing Countries: A Meta-Regression Analysis, Review of Development Economics, 14(1): 640-655.
- Xu, B., 2000. Multinational Enterprises, Technology Diffusion, and Host Country Productivity Growth, Journal of Development Economics, 62: 477-493.
- Yokota, K. and Tomohara, A., 2010. Modeling FDI-Induced Technology Spillovers, International Trade Journal, 24(1): 5-34.
- Zhang, Y., Li, H., Li, Y. and Zhou, L., 2010. FDI Spillovers in an Emerging Market: The Role of Foreign Firms’ Country Origin Diversity and Domestic Firms’ Absorptive Capacity, Strategic Management Journal, 31: 969–989.