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Evidence for Gross Domestic Product growth time delay dependence over Foreign Direct Investment. A time-lag dependent correlation study

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  • Ausloos, Marcel
  • Eskandary, Ali
  • Kaur, Parmjit
  • Dhesi, Gurjeet

Abstract

This paper considers an often forgotten relationship, the time delay between a cause and its effect in economies and finance. We treat the case of Foreign Direct Investment (FDI) and economic growth, - measured through a country Gross Domestic Product (GDP). The pertinent data refers to 43 countries, over 1970–2015, - for a total of 4278 observations. When countries are grouped according to the Inequality-Adjusted Human Development Index (IHDI), it is found that a time lag dependence effect exists in FDI–GDP correlations. This is established through a time-dependent Pearson ’s product-moment correlation coefficient matrix. Moreover, such a Pearson correlation coefficient is observed to evolve from positive to negative values depending on the IHDI, from low to high. It is “politically and policy relevant” that the correlation is statistically significant providing the time lag is less than 3 years. A “rank-size” law is demonstrated. It is recommended to reconsider such a time lag effect when discussing previous analyses whence conclusions on international business, and thereafter on forecasting.

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  • Ausloos, Marcel & Eskandary, Ali & Kaur, Parmjit & Dhesi, Gurjeet, 2019. "Evidence for Gross Domestic Product growth time delay dependence over Foreign Direct Investment. A time-lag dependent correlation study," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 527(C).
  • Handle: RePEc:eee:phsmap:v:527:y:2019:i:c:s0378437119307125
    DOI: 10.1016/j.physa.2019.121181
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    as
    1. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    2. Yonghong Tu & Xiao Tan, 2012. "Technology spillovers of FDI in ASEAN sourcing from local and abroad," China Finance Review International, Emerald Group Publishing Limited, vol. 2(1), pages 78-94, January.
    3. de Mello, Luiz R, Jr, 1999. "Foreign Direct Investment-Led Growth: Evidence from Time Series and Panel Data," Oxford Economic Papers, Oxford University Press, vol. 51(1), pages 133-151, January.
    4. Belloumi, Mounir, 2014. "The relationship between trade, FDI and economic growth in Tunisia: An application of the autoregressive distributed lag model," Economic Systems, Elsevier, vol. 38(2), pages 269-287.
    5. Abdur Chowdhury & George Mavrotas, 2005. "FDI and Growth: a Causal Relationship," WIDER Working Paper Series RP2005-25, World Institute for Development Economic Research (UNU-WIDER).
    6. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Multinational Corporations and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 8, pages 101-133, Palgrave Macmillan.
    7. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    8. José Gregorio, 2005. "The Role of Foreign Direct Investment and Natural Resources in Economic Development," International Economic Association Series, in: Edward M. Graham (ed.), Multinationals and Foreign Investment in Economic Development, chapter 9, pages 179-197, Palgrave Macmillan.
    9. Blomström, Magnus & Kokko, Ari, 2003. "The Economics of Foreign Direct Investment Incentives," EIJS Working Paper Series 168, Stockholm School of Economics, The European Institute of Japanese Studies.
    10. 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..
    11. Bernard Hoekman, 2004. "Policies Facilitating Firm Adjustment to Globalization," Oxford Review of Economic Policy, Oxford University Press, vol. 20(3), pages 457-473, Autumn.
    12. Barrell, Ray & Nahhas, Abdulkader, 2018. "Economic integration and bilateral FDI stocks: the impacts of NAFTA and the EU," LSE Research Online Documents on Economics 90372, London School of Economics and Political Science, LSE Library.
    13. Caves, Richard E, 1971. "International Corporations: The Industrial Economics of Foreign Investment," Economica, London School of Economics and Political Science, vol. 38(149), pages 1-27, February.
    14. Sjoholm, Fredrik & Lipsey, Robert E, 2006. "Foreign Firms and Indonesian Manufacturing Wages: An Analysis with Panel Data," Economic Development and Cultural Change, University of Chicago Press, vol. 55(1), pages 201-221, October.
    15. 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.
    16. Marcel Ausloos & Roy Cerqueti, 2016. "A Universal Rank-Size Law," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-15, November.
    17. Henrik Hansen & John Rand, 2006. "On the Causal Links Between FDI and Growth in Developing Countries," The World Economy, Wiley Blackwell, vol. 29(1), pages 21-41, January.
    18. Greenaway, David & Görg, Holger, 2002. "Much Ado About Nothing? Do Domestic Firms Really Benefit from Foreign Investment?," CEPR Discussion Papers 3485, C.E.P.R. Discussion Papers.
    19. Beata S. Javorcik & Kamal Saggi, 2010. "Technological Asymmetry Among Foreign Investors And Mode Of Entry," Economic Inquiry, Western Economic Association International, vol. 48(2), pages 415-433, April.
    20. Marin, Dalia & Schnitzer, Monika, 2011. "When is FDI a capital flow?," European Economic Review, Elsevier, vol. 55(6), pages 845-861, August.
    21. Galina Hale & Cheryl Long, 2011. "Did Foreign Direct Investment Put an Upward Pressure on Wages in China?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(3), pages 404-430, August.
    22. Temiz, Dilek & Gökmen, Aytaç, 2014. "FDI inflow as an international business operation by MNCs and economic growth: An empirical study on Turkey," International Business Review, Elsevier, vol. 23(1), pages 145-154.
    23. Robert E. Lipsey, 2002. "Home and Host Country Effects of FDI," NBER Working Papers 9293, National Bureau of Economic Research, Inc.
    24. Mah, Jai S., 2010. "Foreign direct investment inflows and economic growth of China," Journal of Policy Modeling, Elsevier, vol. 32(1), pages 155-158, January.
    25. Wang, Danny T. & Gu, Flora F. & Tse, David K. & Yim, Chi Kin (Bennett), 2013. "When does FDI matter? The roles of local institutions and ethnic origins of FDI," International Business Review, Elsevier, vol. 22(2), pages 450-465.
    26. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    27. Robert M. Bushman & Christopher D. Williams, 2015. "Delayed Expected Loss Recognition and the Risk Profile of Banks," Journal of Accounting Research, Wiley Blackwell, vol. 53(3), pages 511-553, June.
    28. Usha Nair‐Reichert & Diana Weinhold, 2001. "Causality Tests for Cross‐Country Panels: a New Look at FDI and Economic Growth in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(2), pages 153-171, May.
    29. Jong Il Choe, 2003. "Do Foreign Direct Investment and Gross Domestic Investment Promote Economic Growth?," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 44-57, February.
    30. Harttgen, Kenneth & Klasen, Stephan, 2012. "A Household-Based Human Development Index," World Development, Elsevier, vol. 40(5), pages 878-899.
    31. Ahmed, Elsadig Musa, 2012. "Are the FDI inflow spillover effects on Malaysia's economic growth input driven?," Economic Modelling, Elsevier, vol. 29(4), pages 1498-1504.
    32. Edwin Mansfield & Anthony Romeo, 1980. "Technology Transfer to Overseas Subsidiaries by U. S.-Based Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(4), pages 737-750.
    33. Cerqueti, Roy & Fenga, Livio & Ventura, Marco, 2018. "Does the U.S. exercise contagion on Italy? A theoretical model and empirical evidence," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 499(C), pages 436-442.
    34. Nair-Reichert, Usha & Weinhold, Diana, 2001. "Causality Tests for Cross-Country Panels: A New Look at FDI and Economic Growth in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(2), pages 153-171, May.
    35. Sjoholm, Fredrik & Lipsey, Robert E, 2006. "Foreign Firms and Indonesian Manufacturing Wages: An Analysis with Panel Data," Economic Development and Cultural Change, University of Chicago Press, vol. 55(1), pages 201-221, October.
    36. V. N. Balasubramanyam & M. Salisu & David Sapsford, 1999. "Foreign direct investment as an engine of growth," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 8(1), pages 27-40.
    37. Austrian Institute of Economic Research, 2006. "Competitiveness Report 2006," WIFO Studies, WIFO, number 28814, February.
    38. Gerald Epstein & Elissa Braunstein, 2002. "Bargaining Power and Foreign Direct Investment in China: Can 1.3 Billion Consumers Tame the Multinationals?," Working Papers wp45, Political Economy Research Institute, University of Massachusetts at Amherst.
    39. Niels Hermes & Robert Lensink, 2003. "Foreign direct investment, financial development and economic growth," Journal of Development Studies, Taylor & Francis Journals, vol. 40(1), pages 142-163.
    40. -, 2016. "Foreign Direct Investment in Latin America and the Caribbean 2016," La Inversión Extranjera Directa en América Latina y el Caribe, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 40214 edited by Eclac, September.
    41. Irene Brambilla & Galina Hale & Cheryl Long, 2009. "Foreign Direct Investment and the Incentives to Innovate and Imitate," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 835-861, December.
    42. Jai Sheen Mah, 2010. "Foreign Direct Investment Inflows and Economic Growth: The Case of Korea," Review of Development Economics, Wiley Blackwell, vol. 14(4), pages 726-735, November.
    43. Ausloos, M. & Lambiotte, R., 2007. "Clusters or networks of economies? A macroeconomy study through Gross Domestic Product," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 382(1), pages 16-21.
    44. Li, Xiaoying & Liu, Xiaming, 2005. "Foreign Direct Investment and Economic Growth: An Increasingly Endogenous Relationship," World Development, Elsevier, vol. 33(3), pages 393-407, March.
    45. 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.
    46. Nikolay K. Vitanov & Marcel Ausloos, 2015. "Test of two hypotheses explaining the size of populations in a system of cities," Journal of Applied Statistics, Taylor & Francis Journals, vol. 42(12), pages 2686-2693, December.
    47. Durham, J.B.J. Benson, 2004. "Absorptive capacity and the effects of foreign direct investment and equity foreign portfolio investment on economic growth," European Economic Review, Elsevier, vol. 48(2), pages 285-306, April.
    48. KH Zhang, 2001. "Does Foreign Direct Investment Promote Economic Growth? Evidence From East Asia And Latin America," Contemporary Economic Policy, Western Economic Association International, vol. 19(2), pages 175-185, April.
    49. Herzer, Dierk & Klasen, Stephan & Nowak-Lehmann D., Felicitas, 2008. "In search of FDI-led growth in developing countries: The way forward," Economic Modelling, Elsevier, vol. 25(5), pages 793-810, September.
    50. Huang, Yasheng, 2003. "One country, two systems: Foreign-invested enterprises and domestic firms in China," China Economic Review, Elsevier, vol. 14(4), pages 404-416.
    51. Li, Jiang-Cheng & Mei, Dong-Cheng, 2013. "The influences of delay time on the stability of a market model with stochastic volatility," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(4), pages 763-772.
    52. Jože Mencinger, 2003. "Does Foreign Direct Investment Always Enhance Economic Growth?," Kyklos, Wiley Blackwell, vol. 56(4), pages 491-508, November.
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