IDEAS home Printed from https://ideas.repec.org/a/sae/toueco/v30y2024i3p767-784.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/13548166231184796
    Download Restriction: no
    File URL: https://libkey.io/10.1177/13548166231184796?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    10. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    18. 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.
    19. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    20. Badham, Jennifer M., 2013. "Commentary: Measuring the shape of degree distributions," Network Science, Cambridge University Press, vol. 1(2), pages 213-225, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Anwar, Ahsan & Siddique, Muhammad & Eyup Dogan, & Sharif, Arshian, 2021. "The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from Method of Moments Quantile Regression," Renewable Energy, Elsevier, vol. 164(C), pages 956-967.
    2. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
    3. Meng Lingyan & Ze Zhao & Haider Ali Malik & Asif Razzaq & Hui An & Marria Hassan, 2022. "Asymmetric impact of fiscal decentralization and environmental innovation on carbon emissions: Evidence from highly decentralized countries," Energy & Environment, , vol. 33(4), pages 752-782, June.
    4. Mohd Arshad Ansari & Muhammed Ashiq Villanthenkodath & Vaseem Akram & Badri Narayan Rath, 2023. "The nexus between ecological footprint, economic growth, and energy poverty in sub-Saharan Africa: a technological threshold approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 7823-7850, August.
    5. Sun, Yunpeng & Anwar, Ahsan & Razzaq, Asif & Liang, Xueping & Siddique, Muhammad, 2022. "Asymmetric role of renewable energy, green innovation, and globalization in deriving environmental sustainability: Evidence from top-10 polluted countries," Renewable Energy, Elsevier, vol. 185(C), pages 280-290.
    6. Fang, Zheng & Chang, Youngho, 2016. "Energy, human capital and economic growth in Asia Pacific countries — Evidence from a panel cointegration and causality analysis," Energy Economics, Elsevier, vol. 56(C), pages 177-184.
    7. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.
    8. Chien, Fengsheng & Anwar, Ahsan & Hsu, Ching-Chi & Sharif, Arshian & Razzaq, Asif & Sinha, Avik, 2021. "The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries," Technology in Society, Elsevier, vol. 65(C).
    9. Iheonu, Chimere & Asongu, Simplice & Odo, Kingsley & Ojiem, Patrick, 2020. "Financial Sector Development and Investment in Selected ECOWAS Countries: Empirical Evidence using Heterogeneous Panel Data Method," MPRA Paper 107102, University Library of Munich, Germany.
    10. Khan, Yasir & Hassan, Taimoor & Guiqin, Huang & Nabi, Ghulam, 2023. "Analyzing the impact of natural resources and rule of law on sustainable environment: A proposed policy framework for BRICS economies," Resources Policy, Elsevier, vol. 86(PA).
    11. Ijaz Uddin & Muhammad Azam Khan, 2024. "Global Evidence on the Impact of Globalization, Governance, and Financial Development on Economic Growth," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 14546-14577, September.
    12. Nooshin Karimi Alavijeh & Narges Salehnia, 2024. "Climate change, renewable and non-renewable energy consumption and agricultural development in the Middle East and North African countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21125-21145, August.
    13. Bo Yang & Minhaj Ali & Shujahat Haider Hashmi & Mohsin Shabir, 2020. "Income Inequality and CO 2 Emissions in Developing Countries: The Moderating Role of Financial Instability," Sustainability, MDPI, vol. 12(17), pages 1-24, August.
    14. Acikgoz, Senay & Ben Ali, Mohamed Sami, 2019. "Where does economic growth in the Middle Eastern and North African countries come from?," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 172-183.
    15. Razzaq, Asif & Ajaz, Tahseen & Li, Jing Claire & Irfan, Muhammad & Suksatan, Wanich, 2021. "Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economi," Resources Policy, Elsevier, vol. 74(C).
    16. Mounir Dahmani & Mohamed Mabrouki & Adel Ben Youssef, 2022. "ICT, trade openness and economic growth in Tunisia: what is going wrong?," Economic Change and Restructuring, Springer, vol. 55(4), pages 2317-2336, November.
    17. Mounir Dahmani & Mohamed Mabrouki & Adel Ben Youssef, 2021. "The ICT, Financial Development, Energy Consumption and Economic Growth Nexus in MENA Countries: Panel CS-ARDL Evidence," GREDEG Working Papers 2021-46, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    18. Ma, Xuejiao & Ahmad, Najid & Oei, Pao-Yu, 2021. "Environmental Kuznets curve in France and Germany: Role of renewable and nonrenewable energy," Renewable Energy, Elsevier, vol. 172(C), pages 88-99.
    19. Rishan Adha & Cheng-Yih Hong & Somya Agrawal & Li-Hua Li, 2023. "ICT, carbon emissions, climate change, and energy demand nexus: The potential benefit of digitalization in Taiwan," Energy & Environment, , vol. 34(5), pages 1619-1638, August.
    20. Fang, Zheng & Chen, Yang, 2017. "Human capital, energy, and economic development – Evidence from Chinese provincial data," RIEI Working Papers 2017-03, Xi'an Jiaotong-Liverpool University, Research Institute for Economic Integration.

    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:sae:toueco:v:30:y:2024:i:3:p:767-784. See general information about how to correct material in RePEc.

    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 bibliographic 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.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.