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Tourism–Growth Nexus in the Presence of Instability

Author

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  • Yonglian Wang

    (Department of Statistics, Jilin University of Finance and Economics, Changchun 130117, China)

  • Lijun Wang

    (Department of Statistics, Jilin University of Finance and Economics, Changchun 130117, China)

  • Changchun Pan

    (School of Economics, Jilin University, Changchun 130012, China)

Abstract

This paper contributes to the tourism–growth literature by applying the new vector autoregressive-based Granger causality test in the presence of instability to reassess the Granger causality between Hong Kong’s tourism and economic growth. The results of the traditional and recursive Granger causality test under the VAR framework show that the tourism-led economic growth hypothesis (TLEGH) and the economy-driven tourism growth hypothesis (EDTGH) are both unstable in Hong Kong. The results of the vector autoregressive-based Granger causality test in the presence of instability generally support bidirectional causality between tourism and economic growth. However, the relationship between tourism and economic growth is vulnerable to sudden major political incidents, public health incidents, and financial crises. Among these incidents and crises, political events have long-term effects on the relationship between Hong Kong’s tourism and economic growth. In contrast, economic policies, financial crises, and public health emergencies have short-term impacts on the relationship.

Suggested Citation

  • Yonglian Wang & Lijun Wang & Changchun Pan, 2022. "Tourism–Growth Nexus in the Presence of Instability," Sustainability, MDPI, vol. 14(4), pages 1-11, February.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:4:p:2170-:d:749095
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    References listed on IDEAS

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    1. Rossi, Barbara, 2005. "Optimal Tests For Nested Model Selection With Underlying Parameter Instability," Econometric Theory, Cambridge University Press, vol. 21(5), pages 962-990, October.
    2. Ghysels, Eric & Hill, Jonathan B. & Motegi, Kaiji, 2016. "Testing for Granger causality with mixed frequency data," Journal of Econometrics, Elsevier, vol. 192(1), pages 207-230.
    3. Mariana Sehleanu, 2019. "Analysis Of Foreign Participation In The Share Capital Of Companies From The Counties Of North-West Region Of Romania," Oradea Journal of Business and Economics, University of Oradea, Faculty of Economics, vol. 4(1), pages 7-16, March.
    4. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    5. Walter Leal Filho & Luciana Londero Brandli & Amanda Lange Salvia & Lez Rayman-Bacchus & Johannes Platje, 2020. "COVID-19 and the UN Sustainable Development Goals: Threat to Solidarity or an Opportunity?," Sustainability, MDPI, vol. 12(13), pages 1-14, July.
    6. Bruno Eeckels & George Filis & Costas Leon, 2012. "Tourism Income and Economic Growth in Greece: Empirical Evidence from Their Cyclical Components," Tourism Economics, , vol. 18(4), pages 817-834, August.
    7. 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.
    8. Stock, James H & Watson, Mark W, 1996. "Evidence on Structural Instability in Macroeconomic Time Series Relations," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(1), pages 11-30, January.
    9. Clark, Todd E. & McCracken, Michael W., 2006. "The Predictive Content of the Output Gap for Inflation: Resolving In-Sample and Out-of-Sample Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1127-1148, August.
    10. Wu, Po-Chin & Liu, Shiao-Yen & Hsiao, Juei-Ming & Huang, Tsai-Yuan, 2016. "Nonlinear and time-varying growth-tourism causality," Annals of Tourism Research, Elsevier, vol. 59(C), pages 45-59.
    11. Barbara Rossi & Yiru Wang, 2019. "Vector autoregressive-based Granger causality test in the presence of instabilities," Stata Journal, StataCorp LP, vol. 19(4), pages 883-899, December.
    12. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    13. Grzegorz Drozdowski, 2021. "Economic Calculus Qua an Instrument to Support Sustainable Development under Increasing Risk," JRFM, MDPI, vol. 14(1), pages 1-12, January.
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    2. Charbel Bassil & Ghialy Yap, 2024. "Can immigration moderate the adverse effects of political instability on international tourism? A case study of Australia," Tourism Economics, , vol. 30(2), pages 477-497, March.

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