IDEAS home Printed from https://ideas.repec.org/a/rjr/romjef/vy2024i4p46-62.html
   My bibliography  Save this article

A Revisit of Tourism and Growth Nexus in the Provinces of China based on Bootstrap Panel Causality Test with a Fourier Function

Author

Listed:
  • Tsangyao CHANG

    (Department of Finance, Feng Chia University, Taichung, TAIWAN)

  • Veli YILANCI

    (Department of Economics, Faculty of Political Sciences, Canakkale Onsekiz Mart University, Merkez, Canakkale, TURKEY, Email: veliyilanci@gmail.com)

  • Mei-Chih WANG

    (Department of Insurance and Finance, National Taichung University of Science and Technology, Taichung, TAIWAN)

  • Jennifer MIN

    (Department of International Business, Ming Chung University, Taipei, TAIWAN)

Abstract

In this study, we collect annual data for 30 regions in China using tourism receipts and gross domestic product over the period of 1980-2020. Empirical results from Bootstrap Toda-Yamamoto Granger Causality test with a Fourier function, which consider both cross-sectional dependence and multiple smooth breaks, support the evidence of feedback hypothesis in most of the regions except for Jilin that we find the validity of tourism-led-growth hypothesis, Shanxi, and Qinghai where we find the supportive evidence of growth-led-tourism hypothesis, and for Gansu, Ningxia, and Xinjiang where we find the strong evidence of neutrality hypothesis. These results further show the importance of incorporating cross-sectional dependence and smooth breaks in testing the Granger causality. Our empirical results have important policy implications for the regional governments in China conducting tourism policy to sustain its regional economic growth.

Suggested Citation

  • Tsangyao CHANG & Veli YILANCI & Mei-Chih WANG & Jennifer MIN, 2024. "A Revisit of Tourism and Growth Nexus in the Provinces of China based on Bootstrap Panel Causality Test with a Fourier Function," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 46-62, December.
  • Handle: RePEc:rjr:romjef:v::y:2024:i:4:p:46-62
    as

    Download full text from publisher

    File URL: https://www.ipe.ro/ftp/RePEc/rjef4_2024/rjef4_2024p46-62.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nazlioglu, Saban & Gormus, N. Alper & Soytas, Uğur, 2016. "Oil prices and real estate investment trusts (REITs): Gradual-shift causality and volatility transmission analysis," Energy Economics, Elsevier, vol. 60(C), pages 168-175.
    2. Paresh Kumar Narayan & Seema Narayan & Arti Prasad & Biman Chand Prasad, 2010. "Tourism and Economic Growth: A Panel Data Analysis for Pacific Island Countries," Tourism Economics, , vol. 16(1), pages 169-183, March.
    3. Ghali, Moheb A, 1976. "Tourism and Economic Growth: An Empirical Study," Economic Development and Cultural Change, University of Chicago Press, vol. 24(3), pages 527-538, April.
    4. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    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. Shahbaz, Muhammad & Ferrer, Román & Hussain Shahzad, Syed Jawad & Haouas, Ilham, 2017. "Is the tourism-economic growth nexus time-varying? Bootstrap rolling-window causality analysis for the top ten tourist destinations," MPRA Paper 82713, University Library of Munich, Germany, revised 04 Nov 2017.
    2. Shahzad, Syed Jawad Hussain & Shahbaz, Muhammad & Ferrer, Román & Kumar, Ronald Ravinesh, 2017. "Tourism-led growth hypothesis in the top ten tourist destinations: New evidence using the quantile-on-quantile approach," Tourism Management, Elsevier, vol. 60(C), pages 223-232.
    3. Jorge M. Andraz & Nélia M. Norte & Hugo S. Gonçalves, 2016. "Do tourism spillovers matter in regional economic analysis? An application to Portugal," Tourism Economics, , vol. 22(5), pages 939-963, October.
    4. Muhammad Shahbaz & Román Ferrer & Syed Jawad Hussain Shahzad & Ilham Haouas, 2018. "Is the tourism–economic growth nexus time-varying? Bootstrap rolling-window causality analysis for the top 10 tourist destinations," Applied Economics, Taylor & Francis Journals, vol. 50(24), pages 2677-2697, May.
    5. Narayan, Paresh Kumar & Sharma, Susan Sunila & Bannigidadmath, Deepa, 2013. "Does tourism predict macroeconomic performance in Pacific Island countries?," Economic Modelling, Elsevier, vol. 33(C), pages 780-786.
    6. Peter Josef Stauvermann & Ronald Ravinesh Kumar & Syed Jawad Hussain Shahzad & Nikeel N. Kumar, 2018. "Effect of tourism on economic growth of Sri Lanka: accounting for capital per worker, exchange rate and structural breaks," Economic Change and Restructuring, Springer, vol. 51(1), pages 49-68, February.
    7. Vanegas Sr., Manuel & Croes, Robertico, 2007. "Tourism, Economic Expansion and Poverty in Nicaragua: Investigating Cointegration and Causal Relations," Staff Papers 7306, University of Minnesota, Department of Applied Economics.
    8. Yunus, Nafeesa, 2020. "Time-varying linkages among gold, stocks, bonds and real estate," The Quarterly Review of Economics and Finance, Elsevier, vol. 77(C), pages 165-185.
    9. Levent, Korap, 2007. "Modeling purchasing power parity using co-integration: evidence from Turkey," MPRA Paper 19584, University Library of Munich, Germany.
    10. Zheng, Li & Abbasi, Kashif Raza & Salem, Sultan & Irfan, Muhammad & Alvarado, Rafael & Lv, Kangjuan, 2022. "How technological innovation and institutional quality affect sectoral energy consumption in Pakistan? Fresh policy insights from novel econometric approach," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    11. Yap, Wei Yim & Lam, Jasmine S.L., 2006. "Competition dynamics between container ports in East Asia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(1), pages 35-51, January.
    12. Nicholas Taylor, 1998. "Precious metals and inflation," Applied Financial Economics, Taylor & Francis Journals, vol. 8(2), pages 201-210.
    13. Md. Sharif Hossain & Md. Thasinul Abedin, 2016. "Multivariate Dynamic Co-integration and Causality Analysis between Inflation and its Determinants," Journal of Economics and Behavioral Studies, AMH International, vol. 8(5), pages 240-250.
    14. Lego, Brian & Gebremedhin, Tesfa & Cushing, Brian, 2000. "A Multi-Sector Export Base Model of Long-Run Regional Employment Growth," Agricultural and Resource Economics Review, Cambridge University Press, vol. 29(2), pages 192-197, October.
    15. R. Santos Alimi, 2014. "ARDL Bounds Testing Approach to Cointegration: A Re-Examination of Augmented Fisher Hypothesis in an Open Economy," Asian Journal of Economic Modelling, Asian Economic and Social Society, vol. 2(2), pages 103-114, June.
    16. Guntram B. Wolff & Alexander Schulz, 2008. "Sovereign bond market integration: the euro, trading platforms and globalisation," European Economy - Economic Papers 2008 - 2015 332, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    17. Oladunjoye, Opeyemi Nathaniel & Areyemi, Victor Olaife, 2021. "Tourism, Globalization and Economic Growth in Nigeria," African Journal of Economic Review, African Journal of Economic Review, vol. 9(2), April.
    18. Erida Curraj, 2019. "Vintage Design Furniture in Albania, a New Retro Design Paradigm in the Post-Communist Era," European Journal of Engineering and Formal Sciences Articles, Revistia Research and Publishing, vol. 2, ejef_19.
    19. Valérie Mignon & Christophe Hurlin, 2007. "Une synthèse des tests de cointégration sur données de panel," Économie et Prévision, Programme National Persée, vol. 180(4), pages 241-265.
    20. İbrahim Özmen & Mihai Mutascu, 2024. "Public Debt and Growth: New Insights," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 8706-8736, June.

    More about this item

    Keywords

    Regional Analysis; Panel Data; Sustainability; Cross-Sectional Dependence; Smooth;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • Z3 - Other Special Topics - - Tourism Economics

    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:rjr:romjef:v::y:2024:i:4:p:46-62. 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: Corina Saman The email address of this maintainer does not seem to be valid anymore. Please ask Corina Saman to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/ipacaro.html .

    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.