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Asymmetric effects of third-country exchange rate risk: A Markov switching approach

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  • Yamaka, Woraphon
  • Zhang, Xuefeng
  • Maneejuk, Paravee
  • Ramos, Vicente

Abstract

The standard tourism demand models consider the effects of the bilateral real exchange rate between origin and destination in a linear context. Our study contributes to the literature by incorporating the asymmetric effects of real exchange rate volatility of home and third-countries. We propose a Markov Switching ARDL model to estimate outbound tourism demand over the period of 2002–2019. This model allows us to examine both the short- and long-run effects in the likely presence of asymmetric effects and structural breaks. The results reveal that there are nonlinear asymmetric long- and short-run effects of the third-countries exchange rate volatility. We also identify relevant structural changes coinciding with major events.

Suggested Citation

  • Yamaka, Woraphon & Zhang, Xuefeng & Maneejuk, Paravee & Ramos, Vicente, 2023. "Asymmetric effects of third-country exchange rate risk: A Markov switching approach," Annals of Tourism Research, Elsevier, vol. 103(C).
  • Handle: RePEc:eee:anture:v:103:y:2023:i:c:s0160738323001494
    DOI: 10.1016/j.annals.2023.103676
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    as
    1. Ploberger, Werner & Krämer;, Walter, 1990. "The Local Power of the CUSUM and CUSUM of Squares Tests," Econometric Theory, Cambridge University Press, vol. 6(3), pages 335-347, September.
    2. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    3. Liu, Anyu & Vici, Laura & Ramos, Vicente & Giannoni, Sauveur & Blake, Adam, 2021. "Visitor arrivals forecasts amid COVID-19: A perspective from the Europe team," Annals of Tourism Research, Elsevier, vol. 88(C).
    4. Junwook Chi, 2022. "Asymmetric own- and cross-price effects: the case of US outbound tourism demand," Current Issues in Tourism, Taylor & Francis Journals, vol. 25(15), pages 2479-2499, August.
    5. Khalid M. Kisswani & Michel Zaitouni & Omar Moufakkir, 2020. "An examination of the asymmetric effect of oil prices on tourism receipts," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(4), pages 500-522, February.
    6. Agiomirgianakis, George & Serenis, Dimitrios & Tsounis, Nicholas, 2014. "Exchange Rate Volatility and Tourist Flows into Turkey," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 29, pages 700-725.
    7. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    8. De Vita, Glauco, 2014. "The long-run impact of exchange rate regimes on international tourism flows," Tourism Management, Elsevier, vol. 45(C), pages 226-233.
    9. Hatzinikolaou, Dimitris, 1999. "Modelling consumption: permanent-income or rule-of-thumb behaviour?," Economic Modelling, Elsevier, vol. 16(2), pages 293-306, April.
    10. Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 83-106, June.
    11. Wan, Shui Ki & Song, Haiyan, 2018. "Forecasting turning points in tourism growth," Annals of Tourism Research, Elsevier, vol. 72(C), pages 156-167.
    12. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    13. Akarapong Untong & Vicente Ramos & Mingsarn Kaosa-Ard & Javier Rey-Maquieira, 2015. "Tourism Demand Analysis of Chinese Arrivals in Thailand," Tourism Economics, , vol. 21(6), pages 1221-1234, December.
    14. Forsyth, Peter, 2021. "Assessing the wider economic benefits of air transport," Transport Policy, Elsevier, vol. 104(C), pages 11-18.
    15. James D. Hamilton, 2018. "Why You Should Never Use the Hodrick-Prescott Filter," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 831-843, December.
    16. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    17. Jiechen Tang & Songsak Sriboonchitta & Vicente Ramos & Wing-Keung Wong, 2016. "Modelling dependence between tourism demand and exchange rate using the copula-based GARCH model," Current Issues in Tourism, Taylor & Francis Journals, vol. 19(9), pages 876-894, July.
    18. He, Ling-Yang & Li, Hui & Bi, Jian-Wu & Yang, Jing-Jing & Zhou, Qing, 2022. "The impact of public health emergencies on hotel demand - Estimation from a new foresight perspective on the COVID-19," Annals of Tourism Research, Elsevier, vol. 94(C).
    19. Jalil, Abdul & Mahmood, Tahir & Idrees, Muhammad, 2013. "Tourism–growth nexus in Pakistan: Evidence from ARDL bounds tests," Economic Modelling, Elsevier, vol. 35(C), pages 185-191.
    20. Dogru, Tarik & Sirakaya-Turk, Ercan & Crouch, Geoffrey I., 2017. "Remodeling international tourism demand: Old theory and new evidence," Tourism Management, Elsevier, vol. 60(C), pages 47-55.
    21. Thanh, Su Dinh & Canh, Nguyen Phuc & Doytch, Nadia, 2020. "Asymmetric effects of U.S. monetary policy on the U.S. bilateral trade deficit with China: A Markov switching ARDL model approach," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    22. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    23. Brooks, Chris & Burke, Simon P., 1998. "Forecasting exchange rate volatility using conditional variance models selected by information criteria," Economics Letters, Elsevier, vol. 61(3), pages 273-278, December.
    24. Qiu, Richard T.R. & Park, Jinah & Li, ShiNa & Song, Haiyan, 2020. "Social costs of tourism during the COVID-19 pandemic," Annals of Tourism Research, Elsevier, vol. 84(C).
    25. Akinlo, A. Enisan, 2006. "The stability of money demand in Nigeria: An autoregressive distributed lag approach," Journal of Policy Modeling, Elsevier, vol. 28(4), pages 445-452, May.
    26. Martin Falk, 2015. "The sensitivity of tourism demand to exchange rate changes: an application to Swiss overnight stays in Austrian mountain villages during the winter season," Current Issues in Tourism, Taylor & Francis Journals, vol. 18(5), pages 465-476, May.
    27. Williams, Allan M. & Chen, Jason Li & Li, Gang & Baláž, Vladimír, 2022. "Risk, uncertainty and ambiguity amid Covid-19: A multi-national analysis of international travel intentions," Annals of Tourism Research, Elsevier, vol. 92(C).
    28. Chi, Junwook, 2020. "The impact of third-country exchange rate risk on international air travel flows: The case of Korean outbound tourism demand," Transport Policy, Elsevier, vol. 89(C), pages 66-78.
    29. Deaton,Angus & Muellbauer,John, 1980. "Economics and Consumer Behavior," Cambridge Books, Cambridge University Press, number 9780521296762, November.
    30. Gonzalez, Pilar & Moral, Paz, 1995. "An analysis of the international tourism demand in Spain," International Journal of Forecasting, Elsevier, vol. 11(2), pages 233-251, June.
    31. Irandoust, Manuchehr, 2019. "On the relation between exchange rates and tourism demand: A nonlinear and asymmetric analysis," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    32. Pinar Karaca-Mandic & Kenneth Train, 2003. "Standard error correction in two-stage estimation with nested samples," Econometrics Journal, Royal Economic Society, vol. 6(2), pages 401-407, December.
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