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Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015)

Author

Listed:
  • Paravee Maneejuk

    (Chiang Mai University)

  • Woraphon Yamaka

    (Chiang Mai University)

  • Songsak Sriboonchitta

    (Chiang Mai University)

Abstract

To explore the relationship between income inequality and economic development, and particularly to prove the existence of the Kuznets curve in Thailand’s economy along these two decades, we propose the simultaneous smooth transition kink equations (SKE) model in which each regression parameter can be present in two different regimes, lower and upper. The regression coefficients split into two parts based on the unknown kink and smooth parameters in the logistic function. Thus, the model provides a flexible structure to capture and explain the relationship between income inequality and economic development following the inverted-U curve called the Kuznets curve. Also, we extend the analysis of the SKE model by modelling its nonlinear dependence structure through various Copula functions. Thus, the model becomes more flexible in coupling together the different marginal distributions. Before investigating the Kuznets curve, we conduct a simulation study to confirm the performance and accuracy of our proposed model. The satisfactory results are obtained from this simulation study as the estimated coefficient results are close to the true values under a wide array of simulated data models and distributions together with three smooth transition functions. Finally, according to the present empirical results, the Kuznets hypothesis does not hold at the country level, but it does for the North and Northeast regions. Also, our findings show alternative ways to reduce income inequality by increasing private sector contribution, GDP per capita, government expenditure and government subsidy. Additionally, this study applies the same method for investigating the Kuznets curve in the regions to answer the question ‘Are there regional Kuznets curves in Thailand?’ Our model shows some exciting results in income distribution in the different areas that may support the theory of Kuznets.

Suggested Citation

  • Paravee Maneejuk & Woraphon Yamaka & Songsak Sriboonchitta, 2021. "Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015)," Annals of Operations Research, Springer, vol. 300(2), pages 545-576, May.
  • Handle: RePEc:spr:annopr:v:300:y:2021:i:2:d:10.1007_s10479-019-03425-6
    DOI: 10.1007/s10479-019-03425-6
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    as
    1. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    2. Hien Duy Tran & Uyen Hoang Pham & Sel Ly & T. Vo-Duy, 2017. "Extraction dependence structure of distorted copulas via a measure of dependence," Annals of Operations Research, Springer, vol. 256(2), pages 221-236, September.
    3. Oded Galor & Omer Moav, 2004. "From Physical to Human Capital Accumulation: Inequality and the Process of Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(4), pages 1001-1026.
    4. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    5. Era Dabla-Norris & Kalpana Kochhar & Nujin Suphaphiphat & Franto Ricka & Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality; A Global Perspective," IMF Staff Discussion Notes 15/13, International Monetary Fund.
    6. Anneli Kaasa, 2003. "Factors Influencing Income Inequality In Transition Economies," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 18, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    7. Yu Hsing & David Smyth, 1994. "Kuznets's inverted-U hypothesis revisited," Applied Economics Letters, Taylor & Francis Journals, vol. 1(7), pages 111-113.
    8. Trivedi, Pravin K. & Zimmer, David M., 2007. "Copula Modeling: An Introduction for Practitioners," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(1), pages 1-111, April.
    9. Wenli Cheng & Yongzheng Wu, 2017. "Understanding the Kuznets Process—An Empirical Investigation of Income Inequality in China: 1978–2011," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(2), pages 631-650, November.
    10. Banerjee, Abhijit V & Duflo, Esther, 2003. "Inequality and Growth: What Can the Data Say?," Journal of Economic Growth, Springer, vol. 8(3), pages 267-299, September.
    11. Frazer, Garth, 2006. "Inequality and development across and within countries," World Development, Elsevier, vol. 34(9), pages 1459-1481, September.
    12. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    13. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    14. Bank for International Settlements, 2003. "Monetary policy in a changing environment," BIS Papers, Bank for International Settlements, number 19.
    15. Chow, Gregory C & Lin, An-loh, 1971. "Best Linear Unbiased Interpolation, Distribution, and Extrapolation of Time Series by Related Series," The Review of Economics and Statistics, MIT Press, vol. 53(4), pages 372-375, November.
    16. Granger, C. W. J., 1980. "Testing for causality : A personal viewpoint," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 329-352, May.
    17. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    18. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    19. By Ales BulÌr, 2001. "Income Inequality: Does Inflation Matter?," IMF Staff Papers, Palgrave Macmillan, vol. 48(1), pages 1-5.
    20. Engle, R. F. & Granger, C. W. J. (ed.), 1991. "Long-Run Economic Relationships: Readings in Cointegration," OUP Catalogue, Oxford University Press, number 9780198283393.
    21. Sherif Khalifa & Sherine El Hag, 2010. "Income Disparities, Economic Growth, And Development As A Threshold," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 35(2), pages 23-36, June.
    22. Ms. Era Dabla-Norris & Ms. Kalpana Kochhar & Mrs. Nujin Suphaphiphat & Mr. Franto Ricka & Ms. Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality: A Global Perspective," IMF Staff Discussion Notes 2015/013, International Monetary Fund.
    23. Muhammad Shahbaz & Faridul Islam, 2011. "Financial Development And Income Inequality In Pakistan: An Application Of Ardl Approach," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 36(1), pages 35-58, March.
    24. Mr. Manuk Ghazanchyan & Ms. Janet Gale Stotsky & Qianqian Zhang, 2015. "A New Look at the Determinants of Growth in Asian Countries," IMF Working Papers 2015/195, International Monetary Fund.
    25. 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..
    26. Easterly, William, 1999. "Life during Growth," Journal of Economic Growth, Springer, vol. 4(3), pages 239-276, September.
    27. Christos Avdoulas & Stelios Bekiros & Sabri Boubaker, 2018. "Evolutionary-based return forecasting with nonlinear STAR models: evidence from the Eurozone peripheral stock markets," Annals of Operations Research, Springer, vol. 262(2), pages 307-333, March.
    28. Arayah Preechametta, 2015. "Dynamics of Income Inequality under Social Identity Hypothesis," Applied Economics Journal, Kasetsart University, Faculty of Economics, Center for Applied Economic Research, vol. 22(2), pages 1-24, December.
    29. Takeshi Kimura & Hiroshi Kobayashi & Jun Muranaga & Hiroshi Ugai, 2003. "The effect of the increase in the monetary base of Japan's economy at zero interest rates: an empirical analysis," BIS Papers chapters, in: Bank for International Settlements (ed.), Monetary policy in a changing environment, volume 19, pages 276-312, Bank for International Settlements.
    30. Savvides, Andreas & Stengos, Thanasis, 2000. "Income inequality and economic development: evidence from the threshold regression model," Economics Letters, Elsevier, vol. 69(2), pages 207-212, November.
    31. Jong-Shong Lin & Stewart K. C. Leung & David M. Chen, 1998. "A Century of Economic Development in Taiwan," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 1(03), pages 369-381.
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