Propelled: evidence on the impact of vaccination against COVID-19 on travel propensity

References

• Abadie, A., & Cattaneo, M. D. (2018). Econometric methods for program evaluation. Annual Review of Economics, 10(1), 465–503. https://doi.org/10.1146/annurev-economics-080217-053402
   Google Scholar
• Abel, M., Byker, T., & Carpenter, J. (2021). Socially optimal mistakes? Debiasing COVID-19 mortality risk perceptions and prosocial behavior. Journal of Economic Behavior & Organization, 183, 456–480. https://doi.org/10.1016/j.jebo.2021.01.007
   Web of Science ®Google Scholar
• Adongo, C. A., Amenumey, E. K., Kumi-Kyereme, A., & Dubé, E. (2021). Beyond fragmentary: A proposed measure for travel vaccination concerns. Tourism Management, 83, 104180. https://doi.org/10.1016/j.tourman.2020.104180
   PubMed Web of Science ®Google Scholar
• Alén, E., Nicolau, J. L., Losada, N., & Domínguez, T. (2014). Determinant factors of senior tourists’ length of stay. Annals of Tourism Research, 49, 19–32. https://doi.org/10.1016/j.annals.2014.08.002
   Web of Science ®Google Scholar
• Angrist, J. D., & Pischke, J. S. (2008). Mostly harmless econometrics: An empiricist’s companion. Princeton Univ. Press.
   Google Scholar
• Auld, M. C. (2003). Choices, beliefs, and infectious disease dynamics. Journal of Health Economics, 22(3), 361–377. https://doi.org/10.1016/S0167-6296(02)00103-0
   PubMed Web of Science ®Google Scholar
• Bailey, D., Clark, J., Colombelli, A., Corradini, C., De Propis, L., Derudder, B., Fratesi, U., Fritsch, M., Harrison, J., Hatfield, M., Kemeny, T., Kogler, D. F., Lagendijk, A., Lawton, P., Ortega-Argilés, R., Iglesias Otero, C., & Usai, S. (2020). Regions in a time of pandemic. Regional Studies, 54(9), 1163–1174. https://doi.org/10.1080/00343404.2020.1798611
   Web of Science ®Google Scholar
• Barber, A., & West, J. (2022). Conditional cash lotteries increase COVID-19 vaccination rates. Journal of Health Economics, 81, 102578. https://doi.org/10.1016/j.jhealeco.2021.102578
   PubMed Web of Science ®Google Scholar
• Bendau, A., Plag, J., Bruno Petzold, M., & Ströhle, A. (2021). COVID-19 vaccine hesitancy and related fears and anxiety. International Immunopharmacology, 97, 107724. https://doi.org/10.1016/j.intimp.2021.107724
   PubMed Web of Science ®Google Scholar
• Boto-García, D. (2022). Multiway clustering in tourism research. Current Issues in Tourism, 25(3), 363–378. https://doi.org/10.1080/13683500.2021.1965552
   Web of Science ®Google Scholar
• Boto-Garcia, D., & Leoni, V. (2021). Exposure to COVID-19 and travel intentions: Evidence from Spain. Tourism Economics, forthcoming. https://doi.org/10.1177/1354816621996554
   Google Scholar
• Cabeza-Ramírez, L. J., & Sánchez-Cañizares, S. M. (2021). Exploratory analysis of the connections between acceptance of the COVID health passport and intention to travel: The case of Spain. Current Issues in Tourism, forthcoming. https://doi.org/10.1080/13683500.2021.1962258
   Google Scholar
• Cattaneo, M. D., Crump, R. K., Farrell, M. H., & Feng, Y. (2021). On binscatter. arXiv:1902.09608v2.
   Google Scholar
• Cerulli, G. (2015). Econometric evaluation of socio-economic programs. Theory and Applications. Advanced Studies in Theoretical and Applied Econometrics. Springer. doi: 10.1007/978-3-662-46405-2
   Google Scholar
• Champion, V. L., & Skinner, C. S. (2008). The health Belief model. In K. Glanz, B. Rimer, & K. Viswanath (Eds.), Health behavior and health education: Theory, research, and practice (4th ed., pp. 45–62). Jossey-Bass.
   Google Scholar
• Cisneros-Martínez, J. D., McCabe, S., & Fernández-Morales, A. (2018). The contribution of social tourism to sustainable tourism: A case study of seasonally adjusted programmes in Spain. Journal of Sustainable Tourism, 26(1), 85–107. https://doi.org/10.1080/09669582.2017.1319844
   Web of Science ®Google Scholar
• Das, S. S., & Tiwari, A. K. (2021). Understanding international and domestic travel intention of Indian travellers during COVID-19 using a Bayesian approach. Tourism Recreation Research, 46(2), 228–244. https://doi.org/10.1080/02508281.2020.1830341
   Web of Science ®Google Scholar
• Dohmen, T., Falk, A., Huffman, D., Sunde, U., Schupp, J., & Wagner, G. G. (2021). Individual risk attitudes: Measurement, determinants, and behavioral consequences. Journal of the European Economic Association, 9(3), 522–550. https://doi.org/10.1111/j.1542-4774.2011.01015.x
   Web of Science ®Google Scholar
• Ekinci, Y., Gursoy, D., Can, A. S., & Williams, N. L. (2022). Does travel desire influence COVID-19 vaccination intentions? Journal of Hospitality Marketing & Management, doi: 10.1080/19368623.2022.2020701
   Web of Science ®Google Scholar
• Eurostat. (2021). Tourism statistics.pParticipation in tourism. Accessed 7th December, 2021.
   Google Scholar
• Fernández-Prados, J. S., Lozano-Díaz, A., & Muyor-Rodríguez, J. (2020). Factors explaining social resilience against COVID-19: The case of Spain. European Societies, 23(1), S111–S121. https://doi.org/10.1080/14616696.2020.1818113.
   Google Scholar
• Grüner, S., & Krüger, F. (2020). The intention to be vaccinated against COVID-19: Stated preferences before vaccines were available. Applied Economics Letters, forthcoming. https://doi.org/10.1080/13504851.2020.1854445
   Google Scholar
• Gursoy, D., Can, A. S., Williams, N., & Ekinci, Y. (2021). Evolving impacts of COVID-19 vaccination intentions on travel intentions. The Service Industries Journal, 41(11-12), 719–733. https://doi.org/10.1080/02642069.2021.1938555
   Web of Science ®Google Scholar
• Gursoy, D., & Chi, C. G. (2021). Celebrating 30 years of excellence amid the COVID-19 pandemic — An update on the effects of COVID-19 pandemic and COVID-19 vaccines on hospitality industry: Overview of the current situation and a research agenda. Journal of Hospitality Marketing & Management, 30(3), 277–281. https://doi.org/10.1080/19368623.2021.1902052
   Web of Science ®Google Scholar
• Gursoy, D., Ekinci, Y., Can, A. S., & Murray, J. C. (2022). Effectiveness of message framing in changing COVID-19 vaccination intentions: Moderating role of travel desire. Tourism Management, 90, 104468. https://doi.org/10.1016/j.tourman.2021.104468
   PubMed Web of Science ®Google Scholar
• Hall, C. M., Scott, D., & Gössling, S. (2020). Pandemics, transformations and tourism: Be careful what you wish for. Tourism Geographies, 22(3), 577–598. https://doi.org/10.1080/14616688.2020.1759131
   Web of Science ®Google Scholar
• Helble, M., Park, C. Y., & Won, H. C. (2021, August). Can vaccination help restart tourism? Asian Development Bank Briefs, (n° 186), 1–12. https://doi.org/10.22617/BRF210321-2
   Google Scholar
• Hochbaum, G. M. (1958). Public participation in medical screening programs: A socio-psychological study. U.S. Dept. of Health, Education, and Welfare.
   Google Scholar
• Hodbod, A., Hommes, C., Huber, S. J., & Salle, I. (2021). The COVID-19 consumption game-changer: Evidence from a large-scale multi-country survey. European Economic Review, 140, 103953. https://doi.org/10.1016/j.euroecorev.2021.103953
   PubMed Web of Science ®Google Scholar
• Huber, D., Milne, S., & Hyde, K. F. (2018). Constraints and facilitators for senior tourism. Tourism Management Perspectives, 27, 55–67. https://doi.org/10.1016/j.tmp.2018.04.003
   Web of Science ®Google Scholar
• Huber, M. (2014). Identifying causal mechanism (primarily) based on inverse probability weighting. Journal of Applied Econometrics, 29(6), 920–943. https://doi.org/10.1002/jae.2341
   Web of Science ®Google Scholar
• Imai, K., & Ratkovic, M. (2014). Covariate balancing propensity score. Journal of the Royal Statistical Society Series B, 76(1), 243–263. https://doi.org/10.1111/rssb.12027
   Google Scholar
• Kesgin, M., Can, A. S., Gursoy, D., Ekinci, Y., & Aldawodi, K. (2022). Effects of religiosity and travel desire on COVID-19 vaccination intentions. Current Issues in Tourism, 1–17. https://doi.org/10.1080/13683500.2022.2026302
   Google Scholar
• Kim, E. E. K., Seo, K., & Choi, Y. (2021). Compensatory travel post COVID-19: Cognitive and emotional effects of risk perception. Journal of Travel Research, https://doi.org/10.1177/00472875211048930
   Google Scholar
• Kim, M. J., Bonn, M., & Hall, M. (2021a). What influences COVID-19 biosecurity behaviour for tourism? Current Issues in Tourism 25, 21–27. https://doi.org/10.1080/13683500.2021.1883558
   Web of Science ®Google Scholar
• Kim, M. J., Hall, C. M., & Bonn, M. (2021b). Factors affecting pandemic biosecurity behaviors of international travelers: Moderating role of gender, age and travel frequency. Sustainability, 13(21), 12332. https://doi.org/10.3390/su132112332
   Web of Science ®Google Scholar
• Kozak, M., Crotts, J. C., & Law, R. (2007). The impact of the perception of risk on international travelers. International Journal of Tourism Research, 9(4), 233–242. https://doi.org/10.1002/jtr.607
   Google Scholar
• Li, J., Nguyen, T. H. H., & Coca-Stefaniak, J. A. (2020). Coronavirus impacts on post-pandemic planned travel behavior. Annals of Tourism Research 86, 102964. https://doi.org/10.1016/j.annals.2020.102964
   PubMed Web of Science ®Google Scholar
• Li, X., Gong, J., Gao, B., & Yuan, P. (2021). Impacts of COVID-19 on tourists’ destination preferences: Evidence from China. Annals of Tourism Research, 90, 103258. https://doi.org/10.1016/j.annals.2021.103258
   PubMed Web of Science ®Google Scholar
• Liu, Y., Shi, H., Li, Y., & Asin, A. (2021). Factors influencing Chinese residents’ post-pandemic outbound travel intentions: An extended theory of planned behavior model based on the perception of COVID-19. Tourism Review, 76(4), 871–891. https://doi.org/10.1108/TR-09-2020-0458
   Web of Science ®Google Scholar
• Losada, N., Alén, E., Domínguez, T., & Nicolau, J. L. (2016). Travel frequency of seniors tourists. Tourism Management, 53, 88–95. https://doi.org/10.1016/j.tourman.2015.09.013
   Web of Science ®Google Scholar
• McPhedran, R., & Toombs, B. (2021). Efficacy or delivery? An online discrete choice experiment to explore preferences for COVID-19 vaccines in the UK. Economics Letters, 200, 109747. https://doi.org/10.1016/j.econlet.2021.109747
   PubMed Web of Science ®Google Scholar
• Moya-Calderón, M., Chavarría-Esquivel, K., Arrieta-García, M. M., & Barriocanal-Lozano, C. (2021). Tourist behaviour and dynamics of domestic tourism in time of COVID-19. Current Issues in Tourism, doi: 10.1080/13683500.2021.1947993
   Web of Science ®Google Scholar
• Neuburger, L., & Egger, R. (2021). Travel risk perception and travel behaviour during the COVID-19 pandemic 2020: A case study of the DACH region. Current Issues in Tourism, 24(7), 1003–1016. https://doi.org/10.1080/13683500.2020.1803807
   Web of Science ®Google Scholar
• Neumann-Böhme, S., Varghese, N. E., Sabat, I., Barros, P. P., Brouwer, W., van Exel, J., Schreyögg, J., & Stargardt, T. (2020). Once we have it, will we use it? A European survey on willingness to be vaccinated against COVID-19. The European Journal of Health Economics, 21(7), 977–982. https://doi.org/10.1007/s10198-020-01208-6
   PubMed Web of Science ®Google Scholar
• Nicolau, J. L., & Más, F. J. (2005). Stochastic modeling: A three-stage tourist choice process. Annals of Tourism Research, 32(1), 49–69. https://doi.org/10.1016/j.annals.2004.04.007
   Web of Science ®Google Scholar
• Núñez-Barriopedro, E., Ravina-Ripoll, R., & Ahumada-Tello, E. (2020). Happiness perception in Spain, a SEM approach to evidence from the sociological research center. Quality & Quantity, 54(3), 761–779. https://doi.org/10.1007/s11135-019-00955-w
   Google Scholar
• Our World in Data. (2021). Spain: Coronavirus pandemic country profile. https://ourworldindata.org/coronavirus/country/spain Accessed on 11th September 2021
   Google Scholar
• Palamenghi, L., Barello, S., Boccia, S., & Graffigna, G. (2020). Mistrust in biomedical research and vaccine hesitancy: The forefront challenge in the battle against COVID-19 in Italy. European Journal of Epidemiology, 35(8), 785–788. https://doi.org/10.1007/s10654-020-00675-8
   PubMed Web of Science ®Google Scholar
• Pappas, N. (2021). COVID-19: Holiday intentions during a pandemic. Tourism Management, 84, 104287. https://doi.org/10.1016/j.tourman.2021.104287
   PubMed Web of Science ®Google Scholar
• Park, K., & Reisinger, Y. (2010). Differences in the perceived influence of natural disasters and travel risk on international travel. Tourism Geographies, 12(1), 1–24. https://doi.org/10.1080/14616680903493621
   Web of Science ®Google Scholar
• Pavli, A., & Maltezou, H. C. (2021). COVID-19 vaccine passport for safe resumption of travel. Journal of Travel Medicine 28, https://doi.org/10.1093/jtm/taab079
   Google Scholar
• Philipson, T. (1996). Private vaccination and public health: An empirical examination for U.S. Measles. Journal of Human Resources, 31(3), 611–630. https://doi.org/10.2307/146268
   Web of Science ®Google Scholar
• Qiao, G., Ruan, W. J., & Pabel, A. (2021). Understanding tourists’ protection motivations when faced with overseas travel after COVID-19: The case of south Koreans travelling to China. Current Issues in Tourism, doi: 10.1080/13683500.2021.1928011
   Web of Science ®Google Scholar
• Ram, Y., Collins-Kreiner, N., Gozansky, E., Moscona, G., & Okon-Singer, H. (2021). Is there a COVID-19 vaccination effect? A three-wave cross-sectional study. Current Issues in Tourism, forthcoming. https://doi.org/10.1080/13683500.2021.1960285
   Google Scholar
• Read, J. (2021, January 4). What COVID-19 vaccines mean for the return of travel. National Geographic. https://www.nationalgeographic.com/travel/article/what-will-COVID-19-vaccines-mean-for-travel-coronavirus
   Google Scholar
• Reisinger, Y., & Mavondo, F. (2005). Travel anxiety and intentions to travel internationally: Implications of travel risk perception. Journal of Travel Research, 43(3), 212–225. https://doi.org/10.1177/0047287504272017
   Google Scholar
• Reiter, P. L., Pennell, M. L., & Katz, M. L. (2020). Acceptability of a COVID-19 vaccine among adults in the United States: How many people would get vaccinated? Vaccine, 38(42), 6500–6507. https://doi.org/10.1016/j.vaccine.2020.08.043
   PubMed Web of Science ®Google Scholar
• Rogers, R. W. (1975). A protection motivation theory of fear appeals and attitude change1. The Journal of Psychology, 91(1), 93–114. https://doi.org/10.1080/00223980.1975.9915803
   PubMed Web of Science ®Google Scholar
• Rubin, D. B. (1974). Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology, 66(5), 688–701. https://doi.org/10.1037/h0037350
   Web of Science ®Google Scholar
• Ruiz, J. B., & Bell, R. A. (2021). Predictors of intention to vaccinate against COVID-19: Results of a nationwide study. Vaccine, 39(7), 1080–1086. https://doi.org/10.1016/j.vaccine.2021.01.010
   PubMed Web of Science ®Google Scholar
• Sánchez-Cañizares, S. M., Cabeza-Ramírez, L. J., Muñoz-Fernández, G., & Fuentes-García, F. J. (2021). Impact of the perceived risk from COVID-19 on intention to travel. Current Issues in Tourism, 24(7), 970–984. https://doi.org/10.1080/13683500.2020.1829571
   Web of Science ®Google Scholar
• Shin, H., Nicolau, J. L., Kang, J., Sharma, A., & Lee, H. (2022). Travel decision determinants during and after COVID-19: The role of tourist trust, travel constraints, and attitudinal factors. Tourism Management, 88, 104428. https://doi.org/10.1016/j.tourman.2021.104428
   PubMed Web of Science ®Google Scholar
• Sloczynski, T., & Wooldridge, J. M. (2018). A general robustness result for estimating average treatment effects. Econometric Theory, 34(1), 112–133. https://doi.org/10.1017/S0266466617000056
   Web of Science ®Google Scholar
• Solon, G., Haider, S. J., & Wooldridge, J. M. (2015). What are we weighting for? Journal of Human Resources, 50(2), 301–316. https://doi.org/10.3368/jhr.50.2.301
   Web of Science ®Google Scholar
• Suess, C., Maddock, J., Dogru, T., Mody, M., & Lee, S. (2022). Using the health Belief Model to examine travelers’ willingness to vaccinate and support for vaccination requirements prior to travel. Tourism Management, 88, 104405. https://doi.org/10.1016/j.tourman.2021.104405
   PubMed Web of Science ®Google Scholar
• Wang, M., Kunasekaran, P., & Rasoolimanesh, S. M. (2021). What influences people's willingness to receive the COVID-19 vaccine for international travel? Current Issues in Tourism, forthcoming. https://doi.org/10.1080/13683500.2021.1929874
   Google Scholar
• Wells, C. R., & Bauch, C. T. (2012). The impact of personal experiences with infection and vaccination on behavior-incidence dynamics of seasonal influenza. Epidemics, 4(3), 139–151. https://doi.org/10.1016/j.epidem.2012.06.002
   PubMed Web of Science ®Google Scholar
• Wen, J., Kozak, M., Yang, S., & Liu, F. (2021). COVID-19: Potential effects on Chinese citizens’ lifestyle and travel. Tourism Review, 76(1), 74–87. https://doi.org/10.1108/TR-03-2020-0110
   Web of Science ®Google Scholar
• Williams, N. L., Nguyen, T. H. H., Del Chiappa, G., Fedeli, G., & Wassler, P. (2021). COVID-19 vaccine confidence and tourism at the early stage of a voluntary mass vaccination campaign: A PMT segmentation analysis. Current Issues in Tourism, forthcoming. https://doi.org/10.1080/13683500.2021.1963216
   Google Scholar
• Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data. MIT Press.
   Google Scholar
• Zheng, D., Luo, Q., & Ritchie, B. W. (2021). Afraid to travel after COVID-19? Self-protection, coping and resilience against pandemic ‘travel fear’. Tourism Management, 83, 104261. https://doi.org/10.1016/j.tourman.2020.104261
   Web of Science ®Google Scholar
• Zhu, O. Y., Grün, B. and Dolnicar, S. (2022). Tourism and vaccine hesitancy. Annals of Tourism Research, https://doi.org/10.1016/j.annals.2021.103320
   Google Scholar