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FDI, exports, and GDP in East and Southeast Asia--Panel data versus time-series causality analyses

Author

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  • Hsiao, Frank S.T.
  • Hsiao, Mei-Chu W.

Abstract

Foreign direct investment (FDI) discussed in Chapter 2 is only one of the growth factors in economic development. Other major factors are exports and gross domestic product (GDP). What are the causal relations among these three factors? Economists often take two of the three variables at once and find the effects of one variable on the other using time-series analysis, presumably because that simplifies the analysis. Thus, each country has different relations and no unified theory emerges. In this chapter, we consider all three factors simultaneously and compare the results from time-series analysis and panel data analysis. For the first time in the literature, we present the theoretical framework of the vector autoregression (VAR) form for the Granger causality tests. We then use time-series and panel data from 1986 to 2004 to examine the Granger causality relations between GDP, exports, and FDI among China, Korea, Taiwan, Hong Kong, Singapore, Malaysia, the Philippines, and Thailand and the eight rapidly developing East and Southeast Asian economies. After reviewing the current literature and testing the properties of individual time-series data, we estimate the VAR of the three variables to find various Granger causal relations for each of the eight economies. We find that each country has different causality relations and, therefore, the analysis does not yield general rules. We then construct the panel data of the three variables for the eight economies as a group, and we use the fixed effects and random effects methods to estimate the panel data VAR equations for Granger causality tests. The panel data causality results reveal that FDI has unidirectional effects on GDP directly and indirectly through exports, and there also exists bidirectional causality between exports and GDP for the group. Our results indicate that the panel data causality analysis has superior results over the time-series causality analysis. Economic and policy implications of our analyses
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Suggested Citation

  • Hsiao, Frank S.T. & Hsiao, Mei-Chu W., 2006. "FDI, exports, and GDP in East and Southeast Asia--Panel data versus time-series causality analyses," Journal of Asian Economics, Elsevier, vol. 17(6), pages 1082-1106, December.
    • Handle: RePEc:eee:asieco:v:17:y:2006:i:6:p:1082-1106
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    1. David Greenaway & Wyn Morgan, 1998. "Trade Orientation and Economic Development: Theory and Evidence," Palgrave Macmillan Books, in: David Sapsford & John-ren Chen (ed.), Development Economics and Policy, chapter 7, pages 113-132, Palgrave Macmillan.
    2. Kojima, Kiyoshi, 1973. "A Macroeconomic Approach to Foreign Direct Investment," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 14(1), pages 1-21, June.
    3. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    4. Judith Giles & Cara Williams, 2001. "Export-led growth: a survey of the empirical literature and some non-causality results. Part 2," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 9(4), pages 445-470.
    5. Luiz de Mello, 1997. "Foreign direct investment in developing countries and growth: A selective survey," Journal of Development Studies, Taylor & Francis Journals, vol. 34(1), pages 1-34.
    6. Raymond Vernon, 1966. "International Investment and International Trade in the Product Cycle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 80(2), pages 190-207.
    7. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    8. Petri, Peter A., 2006. "Is East Asia becoming more interdependent?," Journal of Asian Economics, Elsevier, vol. 17(3), pages 381-394, June.
    9. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    10. Toda, Hiro Y, 1994. "Finite Sample Properties of Likelihood Ratio Tests for Cointegrating Ranks when Linear Trends are Present," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 66-79, February.
    11. Jeffrey A. Frankel, David Romer and Teresa Cyrus., 1995. "Trade and Growth in East Asian Countries: Cause and Effect?," Center for International and Development Economics Research (CIDER) Working Papers C95-050, University of California at Berkeley.
    12. Ana Cuadros & Vicente Orts & Maite Alguacil, 2004. "Openness and Growth: Re-Examining Foreign Direct Investment, Trade and Output Linkages in Latin America," Journal of Development Studies, Taylor & Francis Journals, vol. 40(4), pages 167-192.
    13. 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.
    14. Judith Giles & Cara Williams, 2001. "Export-led growth: a survey of the empirical literature and some non-causality results. Part 2," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 9(4), pages 445-470.
    15. C. Michael Wernerheim, 2000. "Cointegration and causality in the exports-GDP nexus: The post-war evidence for Canada," Empirical Economics, Springer, vol. 25(1), pages 111-125.
    16. Luiz R. de Mello Jr., 1997. "Foreign Direct Investment in Developing Countries: A Selective Survey," Studies in Economics 9701, School of Economics, University of Kent.
    17. Mr. Ewe-Ghee Lim, 2001. "Determinants of, and the Relation Between, Foreign Direct Investment and Growth: A Summary of the Recent Literature," IMF Working Papers 2001/175, International Monetary Fund.
    18. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    19. Hian Teck HOON & Frank S T Hsiao & Mei-Chu Wang Hsiao, 2020. "The Chaotic Attractor of Foreign Direct Investment — Why China? A Panel Data Analysis," World Scientific Book Chapters, in: Development Strategies of Open Economies Cases from Emerging East and Southeast Asia, chapter 3, pages 39-79, World Scientific Publishing Co. Pte. Ltd..
    20. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    21. Parantap Basu & Chandana Chakraborty & Derrick Reagle, 2003. "Liberalization, FDI, and Growth in Developing Countries: A Panel Cointegration Approach," Economic Inquiry, Western Economic Association International, vol. 41(3), pages 510-516, July.
    22. 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.
    23. Dimitris Christopoulos & EFthymios Tsionas, 2003. "A Reassessment Of Balance Of Payments Constrained Growth: Results From Panel Unit Root And Panel Cointegration Tests," International Economic Journal, Taylor & Francis Journals, vol. 17(3), pages 39-54.
    24. Hian Teck HOON & Frank S T Hsiao & Mei-Chu Wang Hsiao, 2020. "The Impact of the US Economy on the Asia-Pacific Region — Does It Matter?," World Scientific Book Chapters, in: Development Strategies of Open Economies Cases from Emerging East and Southeast Asia, chapter 7, pages 197-229, World Scientific Publishing Co. Pte. Ltd..
    25. Edwards, Sebastian, 1993. "Openness, Trade Liberalization, and Growth in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 31(3), pages 1358-1393, September.
    26. Archanun Kohpaiboon, 2003. "Foreign trade regimes and the FDI-Growth Nexus: a case study of Thailand," Journal of Development Studies, Taylor & Francis Journals, vol. 40(2), pages 55-69.
    27. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    28. 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.
    29. Peter A. Petri, 2006. "Is East Asia becoming more interdependent?," Proceedings, Federal Reserve Bank of San Francisco, issue jun.
    30. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    31. Xiaohui Liu & Peter Burridge & P. J. N. Sinclair, 2002. "Relationships between economic growth, foreign direct investment and trade: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 34(11), pages 1433-1440.
    32. Abdur Chowdhury & George Mavrotas, 2006. "FDI and Growth: What Causes What?," The World Economy, Wiley Blackwell, vol. 29(1), pages 9-19, January.
    33. Theodore H. Moran & Edward M. Graham & Magnus Blomstrom, 2005. "Does Foreign Direct Investment Promote Development?," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 3810, October.
    34. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    35. Frank Hsiao & Changsuh Park, 2005. "Korean And Taiwanese Productivity Performance: Comparisons at Matched Manufacturing Levels," Journal of Productivity Analysis, Springer, vol. 23(1), pages 85-107, January.
    36. 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.
    37. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    38. Hsiao, Frank S. T. & Hsiao, Mei-Chu W., 2001. "Capital flows and exchange rates: recent Korean and Taiwanese experience and challenges," Journal of Asian Economics, Elsevier, vol. 12(3), pages 353-381.
    39. Shiva S. Makki & Agapi Somwaru, 2004. "Impact of Foreign Direct Investment and Trade on Economic Growth: Evidence from Developing Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 795-801.
    40. James R. Markusen & Anthony J. Venables, 2021. "Multinational firms and the new trade theory," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 3, pages 47-67, World Scientific Publishing Co. Pte. Ltd..
    41. Lee,Hiro & Roland-Holst,David W. (ed.), 1998. "Economic Development and Cooperation in the Pacific Basin," Cambridge Books, Cambridge University Press, number 9780521583664, Enero-Abr.
    42. Chengang Wang & Xiaming Liu & Yingqi Wei, 2004. "Impact of Openness on Growth in Different Country Groups," The World Economy, Wiley Blackwell, vol. 27(4), pages 567-585, April.
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    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics

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