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Covid-19 vaccines, rules, deaths, and tourism recovery

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  • Okafor, Luke
  • Yan, Eric

Abstract

This study explores whether vaccination coverage, social distancing rules, and COVID-19 death rate affect tourism recovery using data from 249 countries/territories. We used panel data regression techniques—namely Fixed-effects, Hausman-Taylor, and Instrumental Variables regressions for the empirical analysis. Results show that a higher vaccination coverage is not necessarily accompanied by a higher tourism recovery. Similarly, a higher level of stringency restriction hinders tourism recovery. Results also indicate that a lower death rate helps to promote tourism recovery in developed economies. These results suggest that vaccination coverage alone is not the magic bullet for restarting the tourism industry. Policymakers should consider a mix of effective vaccination administration accompanied by the use of therapeutics to lower the COVID-19 death rate.

Suggested Citation

  • Okafor, Luke & Yan, Eric, 2022. "Covid-19 vaccines, rules, deaths, and tourism recovery," Annals of Tourism Research, Elsevier, vol. 95(C).
    • Handle: RePEc:eee:anture:v:95:y:2022:i:c:s0160738322000755
    DOI: 10.1016/j.annals.2022.103424
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    1. Yang, Yang & Altschuler, Benjamin & Liang, Zhengkang & Li, Xiang (Robert), 2021. "Monitoring the global COVID-19 impact on tourism: The COVID19tourism index," Annals of Tourism Research, Elsevier, vol. 90(C).
    2. Gina Voss & Andreia F. Paiva & Alice Delerue Matos, 2021. "A Study of the Association between the Stringency of Covid-19 Government Measures and Depression in Older Adults across Europe and Israel," IJERPH, MDPI, vol. 18(15), pages 1-12, July.
    3. Karabulut, Gokhan & Bilgin, Mehmet Huseyin & Demir, Ender & Doker, Asli Cansin, 2020. "How pandemics affect tourism: International evidence," Annals of Tourism Research, Elsevier, vol. 84(C).
    4. Arindam Banik & Tirthankar Nag & Sahana Roy Chowdhury & Rajashri Chatterjee, 2020. "Why Do COVID-19 Fatality Rates Differ Across Countries? An Explorative Cross-country Study Based on Select Indicators," Global Business Review, International Management Institute, vol. 21(3), pages 607-625, June.
    5. Hahn, Jinyong & Meinecke, Juergen, 2005. "Time-Invariant Regressor In Nonlinear Panel Model With Fixed Effects," Econometric Theory, Cambridge University Press, vol. 21(2), pages 455-469, April.
    6. Iván Fernández-Val & Martin Weidner, 2018. "Fixed Effects Estimation of Large-TPanel Data Models," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 109-138, August.
    7. Peter C. B. Phillips & Hyungsik R. Moon, 1999. "Linear Regression Limit Theory for Nonstationary Panel Data," Econometrica, Econometric Society, vol. 67(5), pages 1057-1112, September.
    8. Škare, Marinko & Soriano, Domingo Riberio & Porada-Rochoń, Małgorzata, 2021. "Impact of COVID-19 on the travel and tourism industry," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    9. Aleksandar Radic & Bonhak Koo & Eloy Gil-Cordero & Juan Pedro Cabrera-Sánchez & Heesup Han, 2021. "Intention to Take COVID-19 Vaccine as a Precondition for International Travel: Application of Extended Norm-Activation Model," IJERPH, MDPI, vol. 18(6), pages 1-15, March.
    10. Fabio Milani, 2021. "COVID-19 outbreak, social response, and early economic effects: a global VAR analysis of cross-country interdependencies," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 223-252, January.
    11. Douglas M. Larson & Sabina L. Shaikh, 2004. "Recreation Demand Choices and Revealed Values of Leisure Time," Economic Inquiry, Western Economic Association International, vol. 42(2), pages 264-278, April.
    12. Muhammad Khalilur Rahman & Md Abu Issa Gazi & Miraj Ahmed Bhuiyan & Md Atikur Rahaman, 2021. "Effect of Covid-19 pandemic on tourist travel risk and management perceptions," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-18, September.
    13. Andrei Bazhanov, 2012. "A Closed-Form Solution to Stollery’s Problem with Damage in Utility," Computational Economics, Springer;Society for Computational Economics, vol. 39(4), pages 365-386, April.
    14. Plümper, Thomas & Troeger, Vera E., 2011. "Fixed-Effects Vector Decomposition: Properties, Reliability, and Instruments," Political Analysis, Cambridge University Press, vol. 19(2), pages 147-164, April.
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    2. Marcus Roller, 2022. "Pre-Crisis Determinants of Tourism Resilience," Diskussionsschriften credresearchpaper39, Universitaet Bern, Departement Volkswirtschaft - CRED.
    3. Rosse Marie Esparza-Huamanchumo & Rosa Jeuna Diaz-Manchay & Maribel Albertina Díaz-Vásquez, 2023. "Virtual Educational Intervention of Craftswomen Working with Native Peruvian Cotton during COVID-19 for Reactivating the Artisian Tourism," Sustainability, MDPI, vol. 15(7), pages 1-13, March.

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