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Tourism development and income inequality in OECD countries: New insights from method of moments quantile regression

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  • Junwook Chi

Abstract

This paper aims to investigate the dynamic effects of tourism, economic growth, urbanization, trade openness, and globalization on income inequality in OECD countries. Using the novel method of moments quantile regression (MMQR) approach, we aim to provide new perspectives on the Kuznets curve hypothesis regarding the relationship between tourism and income inequality. The results indicate that from the 0.1 to 0.8 quantiles, the linear and cubic terms of the tourism variable positively affect income inequality, while the quadratic term has a negative impact on income inequality. These findings suggest that tourism growth is relinked with income inequality after an inverted U-shape, supporting the N-shape Kuznets curve hypothesis. Based on this evidence, tourism development may not be a sustainable solution for reducing the income gap in the long term. Our results also show a negative association between trade openness and income inequality, while urbanization is linked to unequal income distribution in most cases. Unlike other conditional mean techniques, the MMQR estimation reveals a significant linkage between globalization and income inequality from the 0.4 to 0.9 quantiles. These findings suggest that countries with stronger connections to the global economy may have more equal employment opportunities, thus decreasing income inequality.

Suggested Citation

  • Junwook Chi, 2024. "Tourism development and income inequality in OECD countries: New insights from method of moments quantile regression," Tourism Economics, , vol. 30(3), pages 767-784, May.
    • Handle: RePEc:sae:toueco:v:30:y:2024:i:3:p:767-784
    DOI: 10.1177/13548166231184796
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    1. Renuka Mahadevan & Sandy Suardi, 2019. "Panel evidence on the impact of tourism growth on poverty, poverty gap and income inequality," Current Issues in Tourism, Taylor & Francis Journals, vol. 22(3), pages 253-264, February.
    2. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    3. Junwook Chi, 2021. "Revisiting the tourism-inequality nexus: evidence from a panel of developed and developing economies," Current Issues in Tourism, Taylor & Francis Journals, vol. 24(6), pages 755-767, March.
    4. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    5. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    6. M A B Siddique & Heru Wibowo & Yanrui Wu, 2014. "Fiscal Decentralisation and Inequality in Indonesia: 1999-2008," Economics Discussion / Working Papers 14-22, The University of Western Australia, Department of Economics.
    7. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    8. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    9. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    10. Barclay G. Jones & Solomane Koné, 1996. "An Exploration Of Relationships Between Urbanization And Per Capita Income: United States And Countries Of The World," Papers in Regional Science, Wiley Blackwell, vol. 75(2), pages 135-153, April.
    11. Whitney K. Newey & Kenneth D. West, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 631-653.
    12. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    13. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    14. Badham, Jennifer M., 2013. "Commentary: Measuring the shape of degree distributions," Network Science, Cambridge University Press, vol. 1(2), pages 213-225, August.
    15. Sayed, Adham & Peng, Bin, 2020. "The income inequality curve in the last 100 years: What happened to the Inverted-U?," Research in Economics, Elsevier, vol. 74(1), pages 63-72.
    16. Kremers, Jeroen J M & Ericsson, Neil R & Dolado, Juan J, 1992. "The Power of Cointegration Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 325-348, August.
    17. Frederick Solt, 2020. "Measuring Income Inequality Across Countries and Over Time: The Standardized World Income Inequality Database," Social Science Quarterly, Southwestern Social Science Association, vol. 101(3), pages 1183-1199, May.
    18. Alam, Md. Samsul & Paramati, Sudharshan Reddy, 2016. "The impact of tourism on income inequality in developing economies: Does Kuznets curve hypothesis exist?," Annals of Tourism Research, Elsevier, vol. 61(C), pages 111-126.
    19. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    20. Peter C. B. Phillips & Donggyu Sul, 2003. "Dynamic panel estimation and homogeneity testing under cross section dependence *," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 217-259, June.
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