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Using a consumer choice model to explain the effect of the newly developed oxford COVID-19 government stringency measure on hotel occupancy rates

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  • Azmat Gani

    (Sultan Qaboos University)

Abstract

In response to the unexpected outbreak of the novel coronavirus (COVID-19), governments worldwide implemented stringent measures to contain its transmission. This study investigates the effect of the stringency of COVID-19 outbreak government measures on hotel occupancy rates in the world’s top ten visitor destination countries. The analysis in this study draws upon the recently developed novel indicator, government stringency, compiled systematically by the Oxford COVID-19 Government Response Tracker for March 2020 to March 2021. By adopting a structural consumer choice model, the panel estimation procedure is applied to assess the effect of government stringency on hotel occupancy rates. The findings revealed a statistically significant adverse effect of government stringency on hotel occupancy rates. The findings suggest that although government containment measures had the desired effect of reducing transmissions of COVID-19 and a crucial predictor of hotel occupancy rates in the top ten tourist destination countries, it adversely impacted the tourism hospitality sector through reduced demand for hotel accommodation as occupancy rates plunged. This study's analysis supports the consumer choice modelling approach as it can be considered a relevant analytical framework that is satisfactorily able to explain the adverse effects of governments containment measures on hotel occupancy rates. This research contributes to the tourism modelling literature and complements previous studies in providing an additional understanding of the effect of government stringency measures based on the newly established Oxford COVID-19 Government Response Tracker Database within a coherent modelling framework.

Suggested Citation

  • Azmat Gani, 2022. "Using a consumer choice model to explain the effect of the newly developed oxford COVID-19 government stringency measure on hotel occupancy rates," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(6), pages 4313-4333, December.
    • Handle: RePEc:spr:qualqt:v:56:y:2022:i:6:d:10.1007_s11135-022-01323-x
    DOI: 10.1007/s11135-022-01323-x
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    as
    1. Claudio Calero & Lindsay W Turner, 2020. "Regional economic development and tourism: A literature review to highlight future directions for regional tourism research," Tourism Economics, , vol. 26(1), pages 3-26, February.
    2. Rugg, Donald, 1973. "The Choice of Journey Destination: A Theoretical and Empirical Analysis," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 64-72, February.
    3. Maria De Mello & Alan Pack & M. Thea Sinclair, 2002. "A system of equations model of UK tourism demand in neighbouring countries," Applied Economics, Taylor & Francis Journals, vol. 34(4), pages 509-521.
    4. William Gatt & Joseph Falzon, 2014. "British tourism demand elasticities in Mediterranean countries," Applied Economics, Taylor & Francis Journals, vol. 46(29), pages 3548-3561, October.
    5. Bonham, Carl & Gangnes, Byron & Zhou, Ting, 2009. "Modeling tourism: A fully identified VECM approach," International Journal of Forecasting, Elsevier, vol. 25(3), pages 531-549, July.
    6. Bart Neuts, 2020. "Tourism and urban economic growth: A panel analysis of German cities," Tourism Economics, , vol. 26(3), pages 519-527, May.
    7. Niccolò Comerio & Fernanda Strozzi, 2019. "Tourism and its economic impact: A literature review using bibliometric tools," Tourism Economics, , vol. 25(1), pages 109-131, February.
    8. F. Antolini & L. Grassini, 2019. "Foreign arrivals nowcasting in Italy with Google Trends data," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(5), pages 2385-2401, September.
    9. Robert J. Barro & José F. Ursúa & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Pandemic: Lessons from the “Spanish Flu” for the Coronavirus’s Potential Effects on Mortality and Economic Activity," NBER Working Papers 26866, National Bureau of Economic Research, Inc.
    10. Aiping Zhang & Linsheng Zhong & Yong Xu & Hui Wang & Lijuan Dang, 2015. "Tourists’ Perception of Haze Pollution and the Potential Impacts on Travel: Reshaping the Features of Tourism Seasonality in Beijing, China," Sustainability, MDPI, vol. 7(3), pages 1-18, February.
    11. Tiago Neves Sequeira & Paulo Macas Nunes, 2008. "Does tourism influence economic growth? A dynamic panel data approach," Applied Economics, Taylor & Francis Journals, vol. 40(18), pages 2431-2441.
    12. Chung-ki Min & Taek-seon Roh & Sangmee Bak, 2016. "Growth effects of leisure tourism and the level of economic development," Applied Economics, Taylor & Francis Journals, vol. 48(1), pages 7-17, January.
    13. Bichaka Fayissa & Christian Nsiah & Bedassa Tadesse, 2011. "Research Note: Tourism and Economic Growth in Latin American Countries – Further Empirical Evidence," Tourism Economics, , vol. 17(6), pages 1365-1373, December.
    14. Guay Lim & Viet Nguyen & Tim Robinson & Sarantis Tsiaplias & Jiao Wang, 2021. "The Australian Economy in 2020–21: The COVID‐19 Pandemic and Prospects for Economic Recovery," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 54(1), pages 5-18, March.
    15. Rinaldo Brau & A. Lanza & F. Pigliaru, 2006. "How fast are small tourist countries growing? The 1980-2003 evidence," Working Paper CRENoS 200614, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    16. Morley, Clive & Rosselló, Jaume & Santana-Gallego, Maria, 2014. "Gravity models for tourism demand: theory and use," Annals of Tourism Research, Elsevier, vol. 48(C), pages 1-10.
    17. Ozturk, 2006. "Exchange Rate Volatility and Trade: A Literature Survey," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 3(1), pages 85-102.
    18. Giulia Contu & Claudio Conversano & Luca Frigau & Francesco Mola, 2020. "Identifying factors affecting the status of superhost: evidence from Sardinia and Sicily," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(5), pages 1633-1653, December.
    19. Brau, Rinaldo & Lanza, Alessandro & Pigliaru, Francesco, 2007. "How Fast are Small Tourism Countries Growing? Evidence from the Data for 1980–2003," MPRA Paper 82776, University Library of Munich, Germany.
    20. Robert J. Barro & José F. Ursua & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Epidemic - Lessons from the "Spanish Flu" for the Coronavirus's Potential Effects on Mortality and Economic Activity," CESifo Working Paper Series 8166, CESifo.
    21. Colin Cannonier & Monica Galloway Burke, 2019. "The economic growth impact of tourism in Small Island Developing States—evidence from the Caribbean," Tourism Economics, , vol. 25(1), pages 85-108, February.
    22. repec:aei:rpaper:1008560098 is not listed on IDEAS
    23. Francesca Petrei & Lorenzo Cavallo & Maria Teresa Santoro, 2020. "Cultural tourism: an integrated analysis based on official data," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(5), pages 1705-1724, December.
    24. Lokman Gunduz & Abdulnasser Hatemi-J, 2005. "Is the tourism-led growth hypothesis valid for Turkey?," Applied Economics Letters, Taylor & Francis Journals, vol. 12(8), pages 499-504.
    25. Salvatore F. Pileggi, 2021. "Life before COVID-19: how was the World actually performing?," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(5), pages 1871-1888, October.
    26. Rinaldo Brau & Alessandro Lanza & Francesco Pigliaru, 2007. "How Fast are Small Tourism Countries Growing? Evidence from the Data for 1980–2003," Tourism Economics, , vol. 13(4), pages 603-613, December.
    27. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
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    1. Ceriotti, C. & Della Torre, M. & Grassetti, F. & Marazzina, D., 2023. "Should I have closed? A multiplex network approach for the short-term economic effect of Covid-19 containment measures in the EU," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).

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