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Nonlinearity in ASEAN-5 export-led growth model: Empirical evidence from nonparametric approach

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  • Lim, Shiok Ye
  • Ho, Chong Mun

Abstract

The nonlinearity effect on the relationship between export and economic growth has been highly debated in recent research. In previous literature of export-led growth hypothesis, the possibility of nonlinearity in the relationship has been generally ignored. There were comprehensive studies based on linear model, but only a few isolated cases in developed countries focused on nonlinearity in testing this hypothesis. The key drawback of the linear model is the restricted classical assumptions in hypothesis testing. Moreover, the linear model may possibly overlook a significant nonlinear relationship. In this study, the potential nonlinear long-run and short-run relationships are respectively examined by nonparametric cointegration test and nonlinear causality test, in ASEAN-5 countries. The nonparametric cointegration results contribute to the literature by highlighting the nonlinear long-run relationship between exports and GDP per capita for Malaysia, Thailand, Indonesia and Singapore. The findings obtained from the nonlinear causality test also showed that the causal effect of export and GDP is in the nonlinear form, in the case of Thailand and the Philippines.

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  • Lim, Shiok Ye & Ho, Chong Mun, 2013. "Nonlinearity in ASEAN-5 export-led growth model: Empirical evidence from nonparametric approach," Economic Modelling, Elsevier, vol. 32(C), pages 136-145.
    • Handle: RePEc:eee:ecmode:v:32:y:2013:i:c:p:136-145
    DOI: 10.1016/j.econmod.2013.01.044
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    as
    1. 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.
    2. John Y. Campbell & Pierre Perron, 1991. "Pitfalls and Opportunities: What Macroeconomists Should Know about Unit Roots," NBER Chapters, in: NBER Macroeconomics Annual 1991, Volume 6, pages 141-220, National Bureau of Economic Research, Inc.
    3. Diks Cees & Panchenko Valentyn, 2005. "A Note on the Hiemstra-Jones Test for Granger Non-causality," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(2), pages 1-9, June.
    4. Tai-Hsin Huang & Mei-Hui Wang, 2007. "A test for the export-led growth hypothesis in possibly integrated vector autoregressions," Applied Economics Letters, Taylor & Francis Journals, vol. 14(13), pages 999-1003.
    5. Balassa, Bela, 1978. "Exports and economic growth : Further evidence," Journal of Development Economics, Elsevier, vol. 5(2), pages 181-189, June.
    6. Bekiros, Stelios D. & Diks, Cees G.H., 2008. "The relationship between crude oil spot and futures prices: Cointegration, linear and nonlinear causality," Energy Economics, Elsevier, vol. 30(5), pages 2673-2685, September.
    7. Love, Jim & Chandra, Ramesh, 2005. "Testing export-led growth in Bangladesh in a multivarate VAR framework," Journal of Asian Economics, Elsevier, vol. 15(6), pages 1155-1168, January.
    8. Xiao‐Ming Li, 2006. "A Revisit Of International Stock Market Linkages: New Evidence From Rank Tests For Nonlinear Cointegration," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(2), pages 174-197, May.
    9. Md. Zulquar Nain & Wasim Ahmad, 2010. "Export-Led Growth Hypothesis in India: Some Further Evidences," The IUP Journal of Monetary Economics, IUP Publications, vol. 0(3), pages 69-82, August.
    10. DeJong, David N, et al, 1992. "Integration versus Trend Stationarity in Time Series," Econometrica, Econometric Society, vol. 60(2), pages 423-433, March.
    11. Thornton, John, 1997. "Exports and economic growth: Evidence from 19th Century Europe1," Economics Letters, Elsevier, vol. 55(2), pages 235-240, August.
    12. Tekin, Rıfat Barış, 2012. "Economic growth, exports and foreign direct investment in Least Developed Countries: A panel Granger causality analysis," Economic Modelling, Elsevier, vol. 29(3), pages 868-878.
    13. Barbara Pistoresi & Alberto Rinaldi, 2011. "Exports, imports and growth. New evidence on Italy: 1863-2004," Department of Economics 0666, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    14. David O. Cushman, 2003. "Further evidence on the size and power of the Bierens and Johansen cointegration procedures," Economics Bulletin, AccessEcon, vol. 3(25), pages 1-7.
    15. Anne O. Krueger, 1978. "Foreign Trade Regimes and Economic Development: Liberalization Attempts and Consequences," NBER Books, National Bureau of Economic Research, Inc, number krue78-1.
    16. Liew, Venus Khim-Sen & Ling, Tai-Hu & Chia, Ricky Chee-Jiun & Yoon, Gawon, 2012. "On the application of the rank tests for nonlinear cointegration to PPP: The case of Papua New Guinea," Economic Modelling, Elsevier, vol. 29(2), pages 326-332.
    17. Li, Yushu & Shukur, Ghazi, 2010. "Linear and Non-linear Causality Test in a LSTAR model - wavelet decomposition in a non-linear environment," Working Paper Series in Economics and Institutions of Innovation 227, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    18. Heller, Peter S. & Porter, Richard C., 1978. "Exports and growth : An empirical re-investigation," Journal of Development Economics, Elsevier, vol. 5(2), pages 191-193, June.
    19. Judith Giles & Cara Williams, 2001. "Export-led growth: a survey of the empirical literature and some non-causality results. Part 1," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 9(3), pages 261-337.
    20. Breitung, Jorg, 2001. "Rank Tests for Nonlinear Cointegration," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(3), pages 331-340, July.
    21. Awokuse, Titus O. & Christopoulos, Dimitris K., 2009. "Nonlinear dynamics and the exports-output growth nexus," Economic Modelling, Elsevier, vol. 26(1), pages 184-190, January.
    22. Diks, Cees & Panchenko, Valentyn, 2006. "A new statistic and practical guidelines for nonparametric Granger causality testing," Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1647-1669.
    23. Akihiro Kubo, 2011. "Trade and economic growth: Is export-led growth passé?," Economics Bulletin, AccessEcon, vol. 31(2), pages 1623-1630.
    24. 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.
    25. Pistoresi, Barbara & Rinaldi, Alberto, 2012. "Exports, imports and growth," Explorations in Economic History, Elsevier, vol. 49(2), pages 241-254.
    26. Audrey Liwan & Evan Lau, 2007. "Managing Growth: The Role of Export, Inflation and Investment in Three ASEAN Neighboring Countries," The IUP Journal of Managerial Economics, IUP Publications, vol. 0(4), pages 7-16, November.
    27. Hiemstra, Craig & Jones, Jonathan D, 1994. "Testing for Linear and Nonlinear Granger Causality in the Stock Price-Volume Relation," Journal of Finance, American Finance Association, vol. 49(5), pages 1639-1664, December.
    28. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    29. Thornton, John, 1996. "Cointegration, causality and export-led growth in Mexico, 1895-1992," Economics Letters, Elsevier, vol. 50(3), pages 413-416, March.
    30. Breitung, Jorg, 2002. "Nonparametric tests for unit roots and cointegration," Journal of Econometrics, Elsevier, vol. 108(2), pages 343-363, June.
    31. Ahmad, Jaleel & Harnhirun, Somchai, 1995. "Unit roots and cointegration in estimating causality between exports and economic growth: Empirical evidence from the ASEAN countries," Economics Letters, Elsevier, vol. 49(3), pages 329-334, September.
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    5. Nickolaos G. Tzeremes, 2019. "Technological change, technological catch-up and export orientation: evidence from Latin American Countries," Journal of Productivity Analysis, Springer, vol. 52(1), pages 85-100, December.
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    More about this item

    Keywords

    Export-led growth; Nonparametric cointegration; Nonlinear causality;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance

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