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Research Article

Multi-method investigations of the impact of lockdown relaxation on tourists’ and residents’ movements

ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon
Pages 619-638 | Received 07 Jun 2023, Accepted 23 Oct 2023, Published online: 09 Nov 2023

References

  • Ahmad, A., Jamaludin, A., Zuraimi, N. S. M., & Valeri, M. (2021). Visit intention and destination image in post-covid-19 crisis recovery. Current Issues in Tourism, 24(17), 2392–2397. https://doi.org/10.1080/13683500.2020.1842342
  • Alt, R. (2021). Digital transformation in the restaurant industry: Current developments and implications. Journal of Smart Tourism, 1(1), 69–74. https://doi.org/10.52255/smarttourism.2021.1.1.9
  • Baek, S. H., Ham, S., & Yang, I. S. (2006). A cross-cultural comparison of fast food restaurant selection criteria between Korean and Filipino college students. International Journal of Hospitality Management, 25(4), 683–698. https://doi.org/10.1016/j.ijhm.2005.07.001
  • Bakar, N. A., & Rosbi, S. (2020). Effect of coronavirus disease (COVID-19) to tourism industry. International Journal of Advanced Engineering Research and Science, 7(4), 189–193. https://doi.org/10.22161/ijaers.74.23
  • BBC. (2021). New Zealand enters nationwide lockdown over one covid case. BBC. https://www.bbc.com/news/world-asia-58241619
  • Beery, T., Olsson, M. R., & Vitestam, M. (2021). COVID-19 and outdoor recreation management: Increased participation, connection to nature, and a look to climate adaptation. Journal of Outdoor Recreation and Tourism, 36, 100457. https://doi.org/10.1016/j.jort.2021.100457
  • Burleigh, N. (2020). The Caribbean dilemma. The New York Times. https://www.nytimes.com/2020/08/04/travel/coronavirus-caribbean-vacations.html
  • Caballero Galeote, L., & Garcia Mestanza, J. (2020). Qualitative impact analysis of international tourists and residents’ perceptions of Málaga-Costa Del Sol Airport. Sustainability, 12(11), 4725. https://doi.org/10.3390/su12114725
  • Cahyanto, I., Wiblishauser, M., Pennington-Gray, L., & Schroeder, A. (2016). The dynamics of travel avoidance: The case of Ebola in the US. Tourism Management Perspectives, 20, 195–203. https://doi.org/10.1016/j.tmp.2016.09.004
  • Chien, P. M., & Ritchie, B. W. (2018). Understanding intergroup conflicts in tourism. Annals of Tourism Research, 72(C), 177–179. https://doi.org/10.1016/j.annals.2018.03.004
  • Choo, A., Narayanan, S., Srinivasan, R., & Sarkar, S. (2021). Introducing goods innovation, service innovation, or both? Investigating the tension in managing innovation revenue streams for manufacturing and service firms. Journal of Operations Management, 67(6), 704–728. https://doi.org/10.1002/joom.1136
  • Concu, N., & Atzeni, G. (2012). Conflicting preferences among tourists and residents. Tourism Management, 33(6), 1293–1300. https://doi.org/10.1016/j.tourman.2011.12.009
  • Debbage, K. G. (1991). Spatial behavior in a Bahamian resort. Annals of Tourism Research, 18(2), 251–268. https://doi.org/10.1016/0160-7383(91)90008-Y
  • Dedeoğlu, B. B., & Boğan, E. (2021). The motivations of visiting upscale restaurants during the COVID-19 pandemic: The role of risk perception and trust in government. International Journal of Hospitality Management, 95, 102905. https://doi.org/10.1016/j.ijhm.2021.102905
  • De Vos, J. (2020). The effect of COVID-19 and subsequent social distancing on travel behavior. Transportation Research Interdisciplinary Perspectives, 5, 100121. https://doi.org/10.1016/j.trip.2020.100121
  • Elkhwesky, Z., Salem, I. E., Varmus, M., & Ramkissoon, H. (2022). Sustainable practices in hospitality pre and amid COVID‐19 pandemic: Looking back for moving forward post‐COVID‐19. Sustainable Development, 30(5), 1426–1448. https://doi.org/10.1002/sd.2304
  • European Travel Commission. (2021). Monitoring Sentiment for Domestic and Intra-European Travel. https://etc-corporate.org/uploads/2021/02/2021_ETC_MSIET_Wave_5.pdf
  • Falk, M., Hagsten, E., & Lin, X. (2022). Uneven domestic tourism demand in times of pandemic. Tourism Economics, 13548166211059409(3), 596–611. https://doi.org/10.1177/13548166211059409
  • Fang, Y., Zhu, L., Jiang, Y., & Wu, B. (2022). Estimated effects of economic policies for COVID-19 on the leisure and recreation industry under public health interventions. Current Issues in Tourism, 25(1), 1–13. https://doi.org/10.1080/13683500.2021.1970118
  • Feldman, C. (1991). Recipe for the recession. Cornell Hotel and Restaurant Administration Quarterly, 32(2), 9–10. https://doi.org/10.1177/001088049103200202
  • Fishbein, M. (1963). An investigation of the relationships between beliefs about an object and the attitude toward that object. Human Relations, 16(3), 233–239. https://doi.org/10.1177/001872676301600302
  • Fotheringham, A. S., & O’Kelly, M. E. (1989). Spatial interaction models: Formulations and applications (1st ed.). Springer.
  • Gibbs, H., Liu, Y., Pearson, C. A., Jarvis, C. I., Grundy, C., Quilty, B. J., Diamond, C., & Eggo, R. M. (2020). Changing travel patterns in China during the early stages of the COVID-19 pandemic. Nature Communications, 11(1), 1–9. https://doi.org/10.1038/s41467-020-18783-0
  • Hakim, M. P., Zanetta, L. D. A., & da Cunha, D. T. (2021). Should I stay, or should I go? consumers’ perceived risk and intention to visit restaurants during the COVID-19 pandemic in Brazil. Food Research International, 141, 110152. https://doi.org/10.1016/j.foodres.2021.110152
  • Haobin Ye, B., Qiu Zhang, H., Huawen Shen, J., & Goh, C. (2014). Does social identity affect residents’ attitude toward tourism development? An evidence from the relaxation of the individual visit scheme. International Journal of Contemporary Hospitality Management, 26(6), 907–929. https://doi.org/10.1108/IJCHM-01-2013-0041
  • Hassan, S. B., & Soliman, M. (2021). COVID-19 and repeat visitation: Assessing the role of destination social responsibility, destination reputation, holidaymakers’ trust and fear arousal. Journal of Destination Marketing & Management, 19, 100495. https://doi.org/10.1016/j.jdmm.2020.100495
  • Im, J., Kim, J., & Choeh, J. Y. (2021). COVID-19, social distancing, and risk-averse actions of hospitality and tourism consumers: A case of South Korea. Journal of Destination Marketing & Management, 20, 100566. https://doi.org/10.1016/j.jdmm.2021.100566
  • InternetTrend. (2022). Leading search engines in South Korea in 2021, by share of monthly active users. Statista, https://www.statista.com/statistics/1219834/south-korea-leading-search-engines-by-mau/
  • Ivanova, M., Ivanov, I. K., & Ivanov, S. (2021). Travel behaviour after the pandemic: The case of Bulgaria. Anatolia, 32(1), 1–11. https://doi.org/10.1080/13032917.2020.1818267
  • Jang, S., & Kim, J. (2022). Enhancing exercise visitors’ behavioral engagement through gamified experiences: A spatial approach. Tourism Management, 93, 104576. https://doi.org/10.1016/j.tourman.2022.104576
  • Jang, S., Kim, J., Kim, J., & Kim, S. S. (2021). Spatial and experimental analysis of peer-to-peer accommodation consumption during COVID-19. Journal of Destination Marketing & Management, 20, 100563. https://doi.org/10.1016/j.jdmm.2021.100563
  • Jeju Special Self-governing Province. (2022a). Jeju-Statistics. Jeju Special Self-governing Province. https://www.jeju.go.kr/stats/stats/jeju.htm
  • Jeju Special Self-governing Province. (2022b). Tourist entry-December 2021. Jeju Special Self-Governing Province, https://www.jeju.go.kr/open/open/iopenboard.htm?category=1035&%3Bpage=1&%3Bact=view&%3Bseq=1227644&page=1&act=view&seq=1345250
  • Jeju Tourism Organization. (2021). Jeju tour guide map. https://www.visitjeju.net/map/JEJU_MAP_ENGLISH.pdf
  • Jeon, C. Y., & Yang, H. W. (2021a). The change in tourists’ movement patterns in the COVID-19 pandemic: The case of Gangwon Province. Journal of Policy Research in Tourism, Leisure and Events, 1–18. https://doi.org/10.1080/19407963.2021.2021214
  • Jeon, C. Y., & Yang, H. W. (2021b). The structural changes of a local tourism network: Comparison of before and after COVID-19. Current Issues in Tourism, 24(23), 3324–3338. https://doi.org/10.1080/13683500.2021.1874890
  • Jiang, C., Wang, J., Tang, Q., & Lyu, X. (2021). Investigating the effects of dimension-specific sentiments on product sales: The perspective of sentiment preferences. Journal of the Association for Information Systems, 22(2), 459. https://doi.org/10.17705/1jais.00668
  • Joo, D., Xu, W., Lee, J., Lee, C. K., & Woosnam, K. M. (2021). Residents’ perceived risk, emotional solidarity, and support for tourism amidst the COVID-19 pandemic. Journal of Destination Marketing & Management, 19, 100553. https://doi.org/10.1016/j.jdmm.2021.100553
  • Kamata, H. (2022). Tourist destination residents’ attitudes towards tourism during and after the COVID-19 pandemic. Current Issues in Tourism, 25(1), 134–149. https://doi.org/10.1080/13683500.2021.1881452
  • Kang, S., Lee, G., Kim, J., & Park, D. (2018). Identifying the spatial structure of the tourist attraction system in South Korea using GIS and network analysis: An application of anchor-point theory. Journal of Destination Marketing & Management, 9, 358–370. https://doi.org/10.1016/j.jdmm.2018.04.001
  • Kasahara, H., Watabe, T., & Iiyama, M. (2021). Tourist transition model among tourist attractions based on GPS trajectory. Journal of Smart Tourism, 1(2), 19–25.
  • Kim, H. (2021). S. Korea to consider ‘with Corona’ in second week of Nov.: Top health official. Yonhap News Agency. https://en.yna.co.kr/view/AEN20211007008100320
  • Kim, S. S., Kim, J., Badu-Baiden, F., Giroux, M., & Choi, Y. (2021). Preference for robot service or human service in hotels? Impacts of the COVID-19 pandemic. International Journal of Hospitality Management, 93, 102795. https://doi.org/10.1016/j.ijhm.2020.102795
  • Kim, J. J., Lee, M. J., & Han, H. (2022). The psychology of vacationers’ hotel brand choice in a post-pandemic world. Journal of Vacation Marketing, 13567667221086325(2), 206–221. https://doi.org/10.1177/13567667221086325
  • Kim, J., Park, J., Kim, S., Lee, D. C., & Sigala, M. (2021). COVID-19 restrictions and variety seeking in travel choices and actions: The moderating effects of previous experience and crowding. Journal of Travel Research, 61(7), 1648–1665. https://doi.org/10.1177/00472875211037744
  • Kim, J., Park, J., Lee, J., Kim, S., Gonzalez-Jimenez, H., Lee, J., Choi, Y. K., Lee, J. C., Jang, S., & Franklin, D. (2022). COVID-19 and extremeness aversion: The role of safety seeking in travel decision making. Journal of Travel Research, 61(4), 837–854. https://doi.org/10.1177/00472875211008252
  • Kim, E. E., Seo, K., & Choi, Y. (2021). Compensatory travel post COVID-19: Cognitive and emotional effects of risk perception. Journal of Travel Research, 61(8), 1895–1909. https://doi.org/10.1177/00472875211048930
  • Kim, J., Thapa, B., Jang, S., & Yang, E. (2018). Seasonal spatial activity patterns of visitors with a mobile exercise application at Seoraksan National Park, South Korea. Sustainability, 10(7), 2263. https://doi.org/10.3390/su10072263
  • Koh, W. C., Naing, L., & Wong, J. (2020). Estimating the impact of physical distancing measures in containing COVID-19: An empirical analysis. International Journal of Infectious Diseases, 100, 42–49. https://doi.org/10.1016/j.ijid.2020.08.026
  • Koo, C., Kim, J., & Alt, R. (2023). Editorial - spatial is special: Special issue on exploration for spatial approach in smart tourism cities. Information Processing & Management, 60(4), 103401. https://doi.org/10.1016/j.ipm.2023.103401
  • Krutwaysho, O., & Bramwell, B. (2010). Tourism policy implementation and society. Annals of Tourism Research, 37(3), 670–691. https://doi.org/10.1016/j.annals.2009.12.004
  • Lai, H. K., Pinto, P., & Pintassilgo, P. (2021). Quality of life and emotional solidarity in residents’ attitudes toward tourists: The case of Macau. Journal of Travel Research, 60(5), 1123–1139. https://doi.org/10.1177/0047287520918016
  • Lee, S. H., Choi, J. Y., Yoo, S. H., & Oh, Y. G. (2013). Evaluating spatial centrality for integrated tourism management in rural areas using GIS and network analysis. Tourism Management, 34, 14–24. https://doi.org/10.1016/j.tourman.2012.03.005
  • Lee, Y., Pennington-Gray, L., & Kim, J. (2019). Does location matter? Exploring the spatial patterns of food safety in a tourism destination. Tourism Management, 71, 18–33. https://doi.org/10.1016/j.tourman.2018.09.016
  • Liang, Y., McNair, K. W., Gao, S., & Göçmen, A. (2021). Exploring store visit changes during the COVID-19 pandemic using mobile phone location data. In S. Shaw & D. Sui (Eds.), Mapping COVID-19 in space and time (pp. 253–275). Springer.
  • Lim, S. B., Pung, R., Tan, K., Lang, J. H., Yong, D. Z., Teh, S. H., Quah, E., Sun, Y., Ma, S., & Lee, V. J. (2021). Risk scorecard to minimize impact of COVID-19 when reopening. Journal of Travel Medicine, 28(7), taab113. https://doi.org/10.1093/jtm/taab113
  • Li, A., Zhao, P., Haitao, H., Mansourian, A., & Axhausen, K. W. (2021). How did micro-mobility change in response to COVID-19 pandemic? A case study based on spatial-temporal-semantic analytics. Computers, Environment and Urban Systems, 90, 101703. https://doi.org/10.1016/j.compenvurbsys.2021.101703
  • Li, D., Zhou, X., & Wang, M. (2018). Analyzing and visualizing the spatial interactions between tourists and locals: A Flickr study in ten US cities. Cities, 74, 249–258. https://doi.org/10.1016/j.cities.2017.12.012
  • Lu, Q., & Atadil, H. A. (2021). Do you dare to travel to China? An examination of China’s destination image amid the COVID-19. Tourism Management Perspectives, 40, 100881. https://doi.org/10.1016/j.tmp.2021.100881
  • Malhado, A. C. M., & Rothfuss, R. (2013). Transporting 2014 FIFA world Cup to sustainability: Exploring residents’ and tourists’ attitudes and behaviours. Journal of Policy Research in Tourism, Leisure and Events, 5(3), 252–269. https://doi.org/10.1080/19407963.2013.801159
  • Marafa, L. M., & Tung, F. (2004). Changes in participation in leisure and outdoor recreation activities among Hong Kong people during the SARS outbreak. World Leisure Journal, 46(2), 38–47. https://doi.org/10.1080/04419057.2004.9674356
  • Matera, L., Nenna, R., Ardenti Morini, F., Banderali, G., Calvani, M., Calvi, M., Cozzi, G., Falsaperla, R., Guidi, R., Kantar, A., Lanari, M., Lubrano, R., Messini, B., Niccoli, A. A., Tipo, V., & Midulla, F. (2021). Effects of relaxed lockdown on pediatric er visits during SARS-COV-2 pandemic in Italy. International Journal of Environmental Research and Public Health, 18(18), 9547. https://doi.org/10.3390/ijerph18189547
  • Matzler, K., Füller, J., Renzl, B., Herting, S., & Späth, S. (2008). Customer satisfaction with Alpine ski areas: The moderating effects of personal, situational, and product factors. Journal of Travel Research, 46(4), 403–413. https://doi.org/10.1177/0047287507312401
  • Mimbs, B. P., Boley, B. B., Bowker, J. M., Woosnam, K. M., & Green, G. T. (2020). Importance-performance analysis of residents’ and tourists’ preferences for water-based recreation in the Southeastern United States. Journal of Outdoor Recreation and Tourism, 31, 100324. https://doi.org/10.1016/j.jort.2020.100324
  • Mizzi, C., Fabbri, A., Rambaldi, S., Bertini, F., Curti, N., Sinigardi, S., Luzi, R., Venturi, G., Davide, M., Muratore, G., Vannelli, A., & Bazzani, A. (2018). Unraveling pedestrian mobility on a road network using ICTs data during great tourist events. EPJ Data Science, 7(1), 44. https://doi.org/10.1140/epjds/s13688-018-0168-2
  • Nieto-Garcia, M., Resce, G., Ishizaka, A., Occhiocupo, N., & Viglia, G. (2019). The dimensions of hotel customer ratings that boost RevPAR. International Journal of Hospitality Management, 77, 583–592. https://doi.org/10.1016/j.ijhm.2018.09.002
  • Nilsson‐Witell, L., & Fundin, A. (2005). Dynamics of service attributes: A test of Kano’s theory of attractive quality. International Journal of Service Industry Management, 16(2), 152–168. https://doi.org/10.1108/09564230510592289
  • Nouvellet, P., Bhatia, S., Cori, A., Ainslie, K. E., Baguelin, M., Bhatt, S., Boonyasiri, A., Brazeau, N. F., Cattarino, L., Cooper, L. V., Coupland, H., Cucunuba, Z. M., Cuomo-Dannenburg, G., Dighe, A., Djaafara, B. A., Dorigatti, I., Eales, O. D., van Elsland, S. L. … Ferguson, N. M. (2021). Reduction in mobility and COVID-19 transmission. Nature Communications, 12(1), 1–9. https://doi.org/10.1038/s41467-021-21358-2
  • OECD. (2020). Tourism Policy Responses to the Coronavirus (COVID-19). https://www.oecd.org/coronavirus/policy-responses/tourism-policy-responses-to-the-coronavirus-covid-19-6466aa20/#boxsection-d1e31
  • Oh, C. O., Draper, J., & Dixon, A. W. (2010). Comparing resident and tourist preferences for public beach access and related amenities. Ocean & Coastal Management, 53(5–6), 245–251. https://doi.org/10.1016/j.ocecoaman.2010.04.007
  • Park, E., & Kim, W. H. (2020). Consumer perceptions of green restaurants: The halo effects of green practices. Journal of Tourism and Leisure Research, 32(6), 233–255. https://doi.org/10.31336/JTLR.2020.6.32.6.233
  • Park, S., Kim, Y. R., & Ho, C. S. T. (2022). Analysis of travel mobility under covid-19: Application of network science. Journal of Travel & Tourism Marketing, 39(3), 335–352. https://doi.org/10.1080/10548408.2022.2089954
  • Park, I. J., Kim, J., Kim, S. S., Lee, J. C., & Giroux, M. (2021). Impact of the COVID-19 pandemic on travelers’ preference for crowded versus non-crowded options. Tourism Management, 87, 104398. https://doi.org/10.1016/j.tourman.2021.104398
  • Park, S. B., Kim, J., Lee, Y. K., & Ok, C. M. (2020). Visualizing theme park visitors’ emotions using social media analytics and geospatial analytics. Tourism Management, 80, 104127. https://doi.org/10.1016/j.tourman.2020.104127
  • Parsa, H., Kreeger, J. C., van der Rest, J.-P., Xie, L. K., & Lamb, J. (2021). Why restaurants fail? Part V: Role of economic factors, risk, density, location, cuisine, health code violations and GIS factors. International Journal of Hospitality & Tourism Administration, 22(2), 142–167. https://doi.org/10.1080/15256480.2019.1598908
  • Pratt, K., & Cyrus, C. (2022). Latest travel information & guidance. Forbes. https://www.forbes.com/uk/advisor/travel-insurance/2022/04/08/travel-rules-restrictions-latest-news/
  • Qian, Y., & Hanser, A. (2021). How did Wuhan residents cope with a 76-day lockdown? Chinese Sociological Review, 53(1), 55–86. https://doi.org/10.1080/21620555.2020.1820319
  • Qiu, R. T., Park, J., Li, S., & Song, H. (2020). Social costs of tourism during the COVID-19 pandemic. Annals of Tourism Research, 84, 102994. https://doi.org/10.1016/j.annals.2020.102994
  • Quester, P. G., & Smart, J. (1998). The influence of consumption situation and product involvement over consumers’ use of product attribute. Journal of Consumer Marketing, 15(3), 220–238. https://doi.org/10.1108/07363769810219107
  • Quintal, V. A., Lee, J. A., & Soutar, G. N. (2010). Risk, uncertainty and the theory of planned behavior: A tourism example. Tourism Management, 31(6), 797–805. https://doi.org/10.1016/j.tourman.2009.08.006
  • Reuters. (2021). Israel to reimpose coronavirus ‘Green Pass’ as Delta variant hits. Reuters, https://www.reuters.com/world/middle-east/israel-reimpose-coronavirus-green-pass-delta-variant-hits-2021-07-22/
  • Rivera, M., Croes, R., & Zhong, Y. (2016). Developing mobile services: A look at first-time and repeat visitors in a small island destination. International Journal of Contemporary Hospitality Management, 28(12), 2721–2747. https://doi.org/10.1108/IJCHM-02-2015-0052
  • Robinson, L. (2021). How to assess the costs and benefits of lockdowns. The Economist. https://www.economist.com/finance-and-economics/2021/07/01/how-to-assess-the-costs-and-benefits-of-lockdowns
  • Ryu, K., Promsivapallop, P., Kannaovakun, P., Kim, M., & Insuwanno, P. (2022). Residents’ risk perceptions, willingness to accept international tourists, and self-protective behaviour during destination re-opening amidst the COVID-19 pandemic. Current Issues in Tourism, 26(8), 1–17. https://doi.org/10.1080/13683500.2022.2054782
  • Seok, M. J., Park, J. K., & Kang, T. H. (2019). A comparative study on resident and tourist value systems of the ancient tombs in Gyeong-ju city center-A focus on means-end chain. Journal of the Korean Institute of Landscape Architecture, 47(2), 88–99. https://doi.org/10.9715/KILA.2019.47.2.088
  • Seong, H., Hyun, H. J., Yun, J. G., Noh, J. Y., Cheong, H. J., Kim, W. J., & Song, J. Y. (2021). Comparison of the second and third waves of the COVID-19 pandemic in South Korea: Importance of early public health intervention. International Journal of Infectious Diseases, 104, 742–745. https://doi.org/10.1016/j.ijid.2021.02.004
  • Servick, K. (2022). Is it time to live with COVID-19? Some scientists warn of ‘endemic delusion’. Science. https://www.science.org/content/article/it-time-live-covid-19-some-scientists-warn-endemic-delusion
  • Shavitt, S., & Fazio, R. H. (1991). Effects of attribute salience on the consistency between attitudes and behavior predictions. Personality and Social Psychology Bulletin, 17(5), 507–516. https://doi.org/10.1177/0146167291175005
  • Shin, S., Lee, E., Yhee, Y., Kim, J., & Koo, C. (2023). Mapping changes in human mobility for dining activities: A perceived risk theory perspective. Tourism Review, 78(4), 1164–1181. https://doi.org/10.1108/TR-08-2022-0392
  • Singh, N., Yu, J., Ramkissoon, H., Amponsah, M., & Han, H. (2023). Nature-based solution for state park travelers’ self-rated mental health, emotional well-being, and life satisfaction: Impact of national culture. Journal of Travel & Tourism Marketing, 40(1), 55–74. https://doi.org/10.1080/10548408.2023.2215251
  • Smith Travel Research. (2020). How COVID-19 Has Affected Intentions to Travel and Perceptions in Key Global Markets. https://str.com/data-insights-blog/how-covid-19-has-affected-intentions-travel-and-perceptions-key-global-markets
  • Snepenger, D. J., Murphy, L., O’Connell, R., & Gregg, E. (2003). Tourists and residents use of a shopping space. Annals of Tourism Research, 30(3), 567–580. https://doi.org/10.1016/S0160-7383(03)00026-4
  • Su, X., Spierings, B., Dijst, M., & Tong, Z. (2020). Analysing trends in the spatio-temporal behaviour patterns of mainland Chinese tourists and residents in Hong Kong based on Weibo data. Current Issues in Tourism, 23(12), 1542–1558. https://doi.org/10.1080/13683500.2019.1645096
  • Tabachnick, B., Fidell, L., & Ullman, J. (2007). Using multivariate statistics (5th ed.). Allyn and Bacon.
  • Tajfel, H., & Turner, J. C. (2004). The social identity theory of intergroup behavior. In J. T. Jost, & J. Sidanius (Eds.), Political psychology (pp. 276–293). Psychology Press.
  • Ullman, E. L. (1953). Human geography and area research. Annals of the Association of American Geographers, 43(1), 54–66. https://doi.org/10.1080/00045605309352103
  • Walia, S., Ballard, C., & Hsi, C. (2020). Beyond COVID-19: The road to recovery for the travel industry. TripAdvisor. https://www.tripadvisor.com/Covid19WhitepaperMay2020
  • Wang, J., & Xia, L. (2021). Revenge travel: Nostalgia and desire for leisure travel post COVID-19. Journal of Travel & Tourism Marketing, 38(9), 935–955. https://doi.org/10.1080/10548408.2021.2006858
  • Wang, D., Yao, J., & Martin, B. A. (2021). The effects of crowdedness and safety measures on restaurant patronage choices and perceptions in the COVID-19 pandemic. International Journal of Hospitality Management, 95, 102910. https://doi.org/10.1016/j.ijhm.2021.102910
  • Wattanacharoensil, W., Lee, J. S., Fakfare, P., & Manosuthi, N. (2023). The multi-method approach to analyzing motivations and perceived travel risks: Impacts on domestic tourists’ adaptive behaviors and tourism destination advocacy. Journal of Travel & Tourism Marketing, 40(2), 109–130. https://doi.org/10.1080/10548408.2023.2215266
  • Whitford, M. M., & Ruhanen, L. M. (2010). Australian indigenous tourism policy: Practical and sustainable policies? Journal of Sustainable Tourism, 18(4), 475–496. https://doi.org/10.1080/09669581003602325
  • Xu, M., Peng, H., Hong, Q., Rao, Z., & Peng, X. E. (2023). Spatial distribution and influencing factors of thyroid cancer hospitalization rate among rural residents in Fujian Province, China from 2012 to 2016. Environmental Science and Pollution Research, 30(15), 45171–45183. https://doi.org/10.1007/s11356-023-25463-1
  • Xu, Y., Ran, X., Liu, Y., & Huang, W. (2021). Comparing differences in the spatiotemporal patterns between resident tourists and non-resident tourists using hotel check-in registers. Tourism Management Perspectives, 39, 100860. https://doi.org/10.1016/j.tmp.2021.100860
  • Yang, M., Han, C., Cui, Y., & Zhao, Y. (2021). COVID-19 and mobility in tourism cities: A statistical change-point detection approach. Journal of Hospitality & Tourism Management, 47, 256–261. https://doi.org/10.1016/j.jhtm.2021.03.014
  • Yilmaz, G., & Gültekin, S. (2016). Consumers and tourists’ restaurant selections. In C. Avcikurt, M. S. Dinu, N. Hacioğlu, R. Efe, A. Soykan, & N. Tetik (Eds.), Global issues and trends in tourism (pp. 215–230). St. Kliment Ohridski University Press.
  • Ying, T., Wang, K., Liu, X., Wen, J., & Goh, E. (2021). Rethinking game consumption in tourism: A case of the 2019 novel coronavirus pneumonia outbreak in China. Tourism Recreation Research, 46(2), 304–309. https://doi.org/10.1080/02508281.2020.1743048
  • Zaman, U., Raza, S. H., Abbasi, S., Aktan, M., & Farías, P. (2021). Sustainable or a butterfly effect in global tourism? Nexus of pandemic fatigue, covid-19-branded destination safety, travel stimulus incentives, and post-pandemic revenge travel. Sustainability, 13(22), 12834. https://doi.org/10.3390/su132212834
  • Zenker, S., & Kock, F. (2020). The coronavirus pandemic–A critical discussion of a tourism research agenda. Tourism Management, 81, 104164. https://doi.org/10.1016/j.tourman.2020.104164

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