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

© 2019, Springer Science+Business Media, LLC, part of Springer Nature. 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 transi...

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Main Authors: Paravee Maneejuk, Woraphon Yamaka, Songsak Sriboonchitta
Format: Journal
Published: 2020
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/67765
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-677652020-04-02T15:03:20Z Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015) Paravee Maneejuk Woraphon Yamaka Songsak Sriboonchitta Decision Sciences © 2019, Springer Science+Business Media, LLC, part of Springer Nature. 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. 2020-04-02T15:03:20Z 2020-04-02T15:03:20Z 2019-01-01 Journal 15729338 02545330 2-s2.0-85074535031 10.1007/s10479-019-03425-6 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85074535031&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/67765
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Decision Sciences
spellingShingle Decision Sciences
Paravee Maneejuk
Woraphon Yamaka
Songsak Sriboonchitta
Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015)
description © 2019, Springer Science+Business Media, LLC, part of Springer Nature. 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.
format Journal
author Paravee Maneejuk
Woraphon Yamaka
Songsak Sriboonchitta
author_facet Paravee Maneejuk
Woraphon Yamaka
Songsak Sriboonchitta
author_sort Paravee Maneejuk
title Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015)
title_short Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015)
title_full Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015)
title_fullStr Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015)
title_full_unstemmed Does the Kuznets curve exist in Thailand? A two decades’ perspective (1993–2015)
title_sort does the kuznets curve exist in thailand? a two decades’ perspective (1993–2015)
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85074535031&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/67765
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