IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v32y2013icp136-145.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999313000485
    Download Restriction: Full text for ScienceDirect subscribers only

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Breitung, Jorg, 2001. "Rank Tests for Nonlinear Cointegration," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(3), pages 331-340, July.
    8. 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.
    9. 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.
    10. Balassa, Bela, 1978. "Exports and economic growth : Further evidence," Journal of Development Economics, Elsevier, vol. 5(2), pages 181-189, June.
    11. 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.
    12. 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.
    13. Akihiro Kubo, 2011. "Trade and economic growth: Is export-led growth passé?," Economics Bulletin, AccessEcon, vol. 31(2), pages 1623-1630.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. DeJong, David N, et al, 1992. "Integration versus Trend Stationarity in Time Series," Econometrica, Econometric Society, vol. 60(2), pages 423-433, March.
    19. 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.
    20. Thornton, John, 1997. "Exports and economic growth: Evidence from 19th Century Europe1," Economics Letters, Elsevier, vol. 55(2), pages 235-240, August.
    21. 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.
    22. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    23. 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.
    24. 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.
    25. Thornton, John, 1996. "Cointegration, causality and export-led growth in Mexico, 1895-1992," Economics Letters, Elsevier, vol. 50(3), pages 413-416, March.
    26. 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.
    27. Breitung, Jorg, 2002. "Nonparametric tests for unit roots and cointegration," Journal of Econometrics, Elsevier, vol. 108(2), pages 343-363, June.
    28. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ahdi N. Ajmi & Goodness C. Aye & Mehmet Balcilar & Rangan Gupta, 2015. "Causality between exports and economic growth in South Africa: evidence from linear and nonlinear tests," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(2), pages 163-181, April-Jun.
    2. repec:zbw:espost:183133 is not listed on IDEAS
    3. repec:agr:journl:v:3(604):y:2015:i:3(604):p:75-92 is not listed on IDEAS
    4. Ming-Hsien YANG & Chih-She WU, 2015. "Revisit Export and GDP Nexus in China and Taiwan: A Rolling Window Granger Causality Test," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(3(604), A), pages 75-92, Autumn.
    5. Rangan Gupta & Lardo Stander & Andrea Vaona, 2017. "Openness and Growth: Is the Relationship Non-Linear?," Working Papers 201703, University of Pretoria, Department of Economics.

    More about this item

    Keywords

    Export-led growth; Nonparametric cointegration; Nonlinear causality;

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:32:y:2013:i:c:p:136-145. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Dana Niculescu). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.