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Has COVID-19 changed tourist destination choice?

Author

Listed:
  • Zhang, Hanyuan
  • Qiu, Richard T.R.
  • Wen, Long
  • Song, Haiyan
  • Liu, Chang

Abstract

This study investigates changes in tourists' preferences for destination choice in the context of the COVID-19 pandemic using a scenario-based intertemporal hybrid choice model. The empirical results indicate that tourists emphasized medical services, hygiene conditions, and smart tourism when selecting tourist destinations during the pandemic but were more concerned with attractions and service quality when the pandemic eased. The preference structure at various stages of the pandemic differed greatly for tourists who strongly engaged in counterfactual thinking. Individuals who perceived increased risks tended to select alternative destinations to those they had previously visited. The results also show that tourist choice behavior in this context can be explained by reference dependence and loss aversion as underlined by prospect theory.

Suggested Citation

  • Zhang, Hanyuan & Qiu, Richard T.R. & Wen, Long & Song, Haiyan & Liu, Chang, 2023. "Has COVID-19 changed tourist destination choice?," Annals of Tourism Research, Elsevier, vol. 103(C).
  • Handle: RePEc:eee:anture:v:103:y:2023:i:c:s0160738323001536
    DOI: 10.1016/j.annals.2023.103680
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    References listed on IDEAS

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    1. Xin (Cathy) Jin & Jigang Bao & Chuanzhong Tang, 2022. "Profiling and evaluating Chinese consumers regarding post-COVID-19 travel," Current Issues in Tourism, Taylor & Francis Journals, vol. 25(5), pages 745-763, March.
    2. Chew, Elaine Yin Teng & Jahari, Siti Aqilah, 2014. "Destination image as a mediator between perceived risks and revisit intention: A case of post-disaster Japan," Tourism Management, Elsevier, vol. 40(C), pages 382-393.
    3. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    4. Grigolon, Anna B. & Borgers, Aloys W.J. & Kemperman, Astrid D.A.M. & Timmermans, Harry J.P., 2014. "Vacation length choice: A dynamic mixed multinomial logit model," Tourism Management, Elsevier, vol. 41(C), pages 158-167.
    5. Qiu, Richard T.R. & Wu, Doris Chenguang & Dropsy, Vincent & Petit, Sylvain & Pratt, Stephen & Ohe, Yasuo, 2021. "Visitor arrivals forecasts amid COVID-19: A perspective from the Asia and Pacific team," Annals of Tourism Research, Elsevier, vol. 88(C).
    6. Amos Tversky & Daniel Kahneman, 1991. "Loss Aversion in Riskless Choice: A Reference-Dependent Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1039-1061.
    7. Li, Xun & Gong, Jian & Gao, Baojun & Yuan, Peiwen, 2021. "Impacts of COVID-19 on tourists' destination preferences: Evidence from China," Annals of Tourism Research, Elsevier, vol. 90(C).
    8. Chorus, Caspar G. & Arentze, Theo A. & Timmermans, Harry J.P., 2008. "A Random Regret-Minimization model of travel choice," Transportation Research Part B: Methodological, Elsevier, vol. 42(1), pages 1-18, January.
    9. Kemperman, Astrid, 2021. "A review of research into discrete choice experiments in tourism: Launching the Annals of Tourism Research Curated Collection on Discrete Choice Experiments in Tourism," Annals of Tourism Research, Elsevier, vol. 87(C).
    10. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923, September.
    11. 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..
    12. Daly, Andrew & Hess, Stephane & de Jong, Gerard, 2012. "Calculating errors for measures derived from choice modelling estimates," Transportation Research Part B: Methodological, Elsevier, vol. 46(2), pages 333-341.
    13. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, September.
    14. Miao, Li & Im, Jinyoung & So, Kevin Kam Fung & Cao, Yan, 2022. "Post-pandemic and post-traumatic tourism behavior," Annals of Tourism Research, Elsevier, vol. 95(C).
    15. Ben-Akiva, Moshe & McFadden, Daniel & Train, Kenneth & Börsch-Supan, Axel, 2002. "Hybrid Choice Models: Progress and Challenges," Sonderforschungsbereich 504 Publications 02-29, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    16. Hess, Stephane & Train, Kenneth E., 2011. "Recovery of inter- and intra-personal heterogeneity using mixed logit models," Transportation Research Part B: Methodological, Elsevier, vol. 45(7), pages 973-990, August.
    17. Masiero, Lorenzo & Qiu, Richard T.R., 2018. "Modeling reference experience in destination choice," Annals of Tourism Research, Elsevier, vol. 72(C), pages 58-74.
    18. Zhang, Hanyuan & Song, Haiyan & Wen, Long & Liu, Chang, 2021. "Forecasting tourism recovery amid COVID-19," Annals of Tourism Research, Elsevier, vol. 87(C).
    19. Karlsson, Logi & Kemperman, Astrid & Dolnicar, Sara, 2017. "May I sleep in your bed? Getting permission to book," Annals of Tourism Research, Elsevier, vol. 62(C), pages 1-12.
    20. Wu, Lingling & Zhang, Junyi & Fujiwara, Akimasa, 2011. "Representing tourists’ heterogeneous choices of destination and travel party with an integrated latent class and nested logit model," Tourism Management, Elsevier, vol. 32(6), pages 1407-1413.
    21. Wang, Saerom & Kirillova, Ksenia & Lehto, Xinran, 2017. "Reconciling unsatisfying tourism experiences: Message type effectiveness and the role of counterfactual thinking," Tourism Management, Elsevier, vol. 60(C), pages 233-243.
    22. Hess, Stephane & Palma, David, 2019. "Apollo: A flexible, powerful and customisable freeware package for choice model estimation and application," Journal of choice modelling, Elsevier, vol. 32(C), pages 1-1.
    23. 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).
    24. Maria Kamargianni & Moshe Ben-Akiva & Amalia Polydoropoulou, 2014. "Incorporating social interaction into hybrid choice models," Transportation, Springer, vol. 41(6), pages 1263-1285, November.
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