Central European Business Review 2022, 11(5):85-107 | DOI: 10.18267/j.cebr.309

Travel Risk Perception in a Health Crisis Caused by the Covid-19 Virus: The Case of Serbia

Romina Alkier ORCID...1, Goran Perić ORCID...2, Sandra Dramićanin ORCID...3
1 University of Rijeka, Faculty of Tourism and Hospitality Management in Opatija, Opatija, Croatia, rominaa@fthm.hr
2 Academy of Professional Studies South Serbia, Business School Blace, Blace, Serbia, goran.peric@vpskp.edu.rs
3 University of Kragujevac, Faculty of Hotel Management and Tourism in Vrnjačka Banja, Vrnjačka Banja, Serbia, sandradramicanin@hotmail.com

According to the duration of the health crisis caused by the COVID-19 virus, this study examines Serbian tourists’ perception of risk (travel risk, destination risk, health and psychological risk, and financial risk) in two different periods of the crisis. The collection of primary data was performed using the questionnaire technique, and the research was conducted during May 2020 (363 respondents) and January 2021 (360 respondents). The research findings revealed that the perception of risk is higher in the first period of the health crisis compared to the second observed period, except for health and psychological risk (higher in the second period of the crisis). After observing both periods of health crisis and the examined control variables (gender, age, monthly income, level of education, travel intention, crisis period), the findings of linear hierarchical regressions indicate that the perception of travel risk and health and psychological risk is significantly influenced by education and travel intention, while the perception of destination risk and financial risk is influenced by travel intention. The results of the cluster analysis identified three characteristic clusters ("carefree", "relaxed", and "concerned") and a change in cluster composition during two periods of the COVID-19 crisis. The results of the study are discussed, the implications are stated, and the directions of further research are suggested.
Implications for Central European audience: The study's findings contribute toward understanding the risk perception of travel in the period of health crisis caused by COVID-19 infection, which can help destination and marketing managers form strategies to reduce risk perception, which is crucial for the recovery of the national and global tourism industry. Also, the findings of the cluster analysis have significant marketing implications for travel organizers and tourist destinations since the recovery of tourism will depend on their ability to develop strategies to attract different segments of Serbian tourists in the crisis and post-crisis period.

Keywords: risk perception; travel behaviour; cluster analysis; COVID-19; Serbia
JEL classification: L38, Z33

Received: December 13, 2021; Revised: February 22, 2022; Accepted: March 26, 2022; Prepublished online: June 7, 2022; Published: December 2, 2022  Show citation

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Alkier, R., Perić, G., & Dramićanin, S. (2022). Travel Risk Perception in a Health Crisis Caused by the Covid-19 Virus: The Case of Serbia. Central European Business Review, 11(5), 85-107. doi: 10.18267/j.cebr.309
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    References

    1. Abraham, V., Bremser, K., Carreno, M., Crowley-Cyr, L., & Moreno, M. (2020). Exploring the consequences of COVID-19 on tourist behaviours: perceived travel risk, animosity and intentions to travel. Tourism Review, 76(4), 701-717. https://doi.org/10.1108/TR-07-2020-0344. Go to original source...
    2. Agyeiwaah, E., Issahaku, A., Dayour, F., & Badu Baiden, F. (2021). Perceived impacts of COVID-19 on risk perceptions, emotions, and travel intentions: evidence from Macau higher educational institutions. Tourism Recreation Research, 46(2), 195-211. https://doi.org/10.1080/02508281.2021.1872263. Go to original source...
    3. Andretta, M. (2014). Some considerations on the definition of risk based on concepts of systems theory and probability. Risk Analysis, 34(7), 1184-1195. https://doi.org/10.1111/risa.12092. Go to original source...
    4. Aro, A. R., Vartti, A. M., Schreck, M., Turtiainen, P., & Uutela, A. (2009). Willingness to take travel-related health risks-A study among Finnish tourists in Asia during the avian influenza outbreak. International journal of behavioral medicine, 16(1), 68-73. https://doi.org/10.1007/s12529-008-9003-7. Go to original source...
    5. Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards 'untact' tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017-1035. https://doi.org/10.1080/13683500.2020.1798895. Go to original source...
    6. Bratić, M., Radivojević, A., Stojiljković, N., Simović, O., Juvan, E., Lesjak, M., & Podovšovnik, E. (2021). Should I Stay or Should I Go? Tourists' COVID-19 Risk Perception and Vacation Behavior Shift. Sustainability, 13(6), 3573. https://doi.org/10.3390/su13063573. Go to original source...
    7. Caber, M., González-Rodríguez, M. R., Albayrak, T., & Simonetti, B. (2020). Does perceived risk really matter in travel behaviour? Journal of Vacation Marketing, 26(3), 334-353. https://doi.org/10.1177%2F1356766720927762. Go to original source...
    8. Çakar, K. (2020). Tourophobia: fear of travel resulting from man-made or natural disasters. Tourism Review. 76(1), 103-124. https://doi.org/10.1108/TR-06-2019-0231. Go to original source...
    9. Carballo, R. R., León, C. J., & Carballo, M. M. (2017). The perception of risk by international travellers. Worldwide Hospitality and Tourism Themes, 9(5), 534-542. https://doi.org/10.1108/WHATT-07-2017-0032. Go to original source...
    10. 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. Go to original source...
    11. Chang, S. Y. (2009). Australians' holiday decisions in China: A study combining novelty-seeking and risk-perception behaviors. Journal of China Tourism Research, 5(4), 364-387. https://doi.org/10.1080/19388160903382533. Go to original source...
    12. Chaulagain, S., Pizam, A., & Wang, Y. (2020). An integrated behavioral model for medical tourism: An American perspective. Journal of Travel Research, 60(4), 761-778. https://doi.org/10.1177%2F0047287520907681. Go to original source...
    13. Chemli, S., Toanoglou, M., & Valeri, M. (2020). The impact of Covid-19 media coverage on tourist's awareness for future travelling. Current Issues in Tourism, 25(2), 179-186. https://doi.org/10.1080/13683500.2020.1846502. Go to original source...
    14. Chinazzi, M., Davis, J. T., Ajelli, M., Gioannini, C., Litvinova, M., Merler, S., ... & Vespignani, A. (2020). The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak. Science, 368(6489), 395-400. https://doi.org/10.1126/science.aba9757. Go to original source...
    15. Chua, B. L., Al-Ansi, A., Lee, M. J., & Han, H. (2020). Impact of health risk perception on avoidance of international travel in the wake of a pandemic. Current Issues in Tourism, 24(7), 985-1002. https://doi.org/10.1080/13683500.2020.1829570. Go to original source...
    16. Cho, S. H., Ali, F., & Manhas, P. S. (2018). Examining the impact of risk perceptions on intentions to travel by air: A comparison of full-service carriers and low-cost carriers. Journal of Air Transport Management, 71, 20-27. https://doi.org/10.1016/j.jairtraman.2018.05.005. Go to original source...
    17. Cui, F., Liu, Y., Chang, Y., Duan, J., & Li, J. (2016). An overview of tourism risk perception. Natural Hazards, 82, 643-658. https://doi.org/10.1007/s11069-016-2208-1. Go to original source...
    18. Deng, R., & Ritchie, B. W. (2018). International university students' travel risk perceptions: an exploratory study. Current Issues in Tourism, 21(4), 455-476. https://doi.org/10.1080/13683500.2016.1142939. Go to original source...
    19. Dolničar, S. (2005). Understanding barriers to leisure travel: Tourist fears as a marketing basis. Journal of Vacation Marketing, 11(3), 197-208. https://doi.org/10.1177%2F1356766705055706. Go to original source...
    20. Floyd, M. F., & Pennington-Gray, L. (2004). Profiling risk perceptions of tourists. Annals of Tourism Research, 31(4), 1051-1054. https://doi.org/10.1016/j.annals.2004.03.011. Go to original source...
    21. Floyd, M. F., Gibson, H., Pennington-Gray, L., & Thapa, B. (2004). The effect of risk perceptions on intentions to travel in the aftermath of September 11, 2001. Journal of Travel & Tourism Marketing, 15(2-3), 19-38. https://doi.org/10.1300/J073v15n02_02. Go to original source...
    22. Fuchs, G., & Reichel, A. (2006). Tourist destination risk perception: The case of Israel. Journal of Hospitality & Leisure Marketing, 14(2), 83-108. https://doi.org/10.1300/J150v14n02_06. Go to original source...
    23. Fuchs, G., & Reichel, A. (2011). An exploratory inquiry into destination risk perceptions and risk reduction strategies of first time vs. repeat visitors to a highly volatile destination. Tourism management, 32(2), 266-276. https://doi.org/10.1016/j.tourman.2010.01.012. Go to original source...
    24. Gibson, H., & Yiannakis, A. (2002). Tourist roles: Needs and the lifecourse. Annals of tourism research, 29(2), 358-383. https://doi.org/10.1016/S0160-7383(01)00037-8. Go to original source...
    25. Golets, A., Farias, J., Pilati, R., & Costa, H. (2020). COVID-19 pandemic and tourism: The impact of health risk perception and intolerance of uncertainty on travel intentions. Preprints 2020. http://dx.doi.org/10.20944/preprints202010.0432.v1. Go to original source...
    26. Grančay, M. (2020). COVID-19 and Central European Tourism: The Competitiveness of Slovak Tourist Guides. Central European Business Review, 9(5), 81-98. https://doi.org/10.18267/j.cebr.259. Go to original source...
    27. Guidry, J. P., Jin, Y., Orr, C. A., Messner, M., & Meganck, S. (2017). Ebola on Instagram and Twitter: How health organizations address the health crisis in their social media engagement. Public Relations Review, 43(3), 477-486. https://doi.org/10.1016/j.pubrev.2017.04.009. Go to original source...
    28. Hair, J., Black, W., Babin, B.Y.A., Anderson, R., & Tatham, R. (2010). Multivariate Data Analysis: A Global Perspective. London: Pearson Education. Go to original source...
    29. Hajibaba, H., Gretzel, U., Leisch, F., & Dolnicar, S. (2015). Crisis-resistant tourists. Annals of Tourism Research, 53, 46-60. https://doi.org/10.1016/j.annals.2015.04.001. Go to original source...
    30. Henthorne, T. L., George, B. P., & Smith, W. C. (2013). Risk perception and buying behavior: An examination of some relationships in the context of cruise tourism in Jamaica. International Journal of Hospitality & Tourism Administration, 14(1), 66-86. https://doi.org/10.1080/15256480.2013.753808. Go to original source...
    31. Ivanova, M., Ivanov, I. K., & Ivanov, S. (2020). Travel behaviour after the pandemic: the case of Bulgaria. Anatolia, 32(1), 1-11. https://doi.org/10.1080/13032917.2020.1818267. Go to original source...
    32. Karasneh, R., Al-Azzam, S., Muflih, S., Soudah, O., Hawamdeh, S., & Khader, Y. (2021). Media's effect on shaping knowledge, awareness risk perceptions and communication practices of pandemic COVID-19 among pharmacists. Research in Social and Administrative Pharmacy, 17(1), 1897-1902. https://doi.org/10.1016/j.sapharm.2020.04.027. Go to original source...
    33. Khalid, U., Okafor, L. E., & Burzynska, K. (2021). Does the size of the tourism sector influence the economic policy response to the COVID-19 pandemic? Current Issues in Tourism, 24(19), 2801-2820. https://doi.org/10.1080/13683500.2021.1874311. Go to original source...
    34. Kock, F., Nørfelt, A., Josiassen, A., Assaf, A. G., & Tsionas, M. G. (2020). Understanding the COVID-19 tourist psyche: The evolutionary tourism paradigm. Annals of Tourism Research, 85, 103053. https://doi.org/10.1016/j.annals.2020.103053. Go to original source...
    35. Kozak, M., Crotts, J. C., & Law, R. (2007). The impact of the perception of risk on international travellers. International Journal of Tourism Research, 9(4), 233-242. https://doi.org/10.1002/jtr.607. Go to original source...
    36. Lam, T., & Hsu, C. H. (2006). Predicting behavioral intention of choosing a travel destination. Tourism Management, 27(4), 589-599. https://doi.org/10.1016/j.tourman.2005.02.003. Go to original source...
    37. Le, T. H., & Arcodia, C. (2018). Risk perceptions on cruise ships among young people: Concepts, approaches and directions. International Journal of Hospitality Management, 69, 102-112. https://doi.org/10.1016/j.ijhm.2017.09.016. Go to original source...
    38. Lee, C. K., Song, H. J., Bendle, L. J., Kim, M. J., & Han, H. (2012). The impact of non-pharmaceutical interventions for 2009 H1N1 influenza on travel intentions: A model of goal-directed behavior. Tourism Management, 33(1), 89-99. https://doi.org/10.1016/j.tourman.2011.02.006. Go to original source...
    39. Lepp, A., & Gibson, H. (2003). Tourist roles, perceived risk and international tourism. Annals of tourism research, 30(3), 606-624. https://doi.org/10.1016/S0160-7383(03)00024-0. Go to original source...
    40. Liu, B., Schroeder, A., & Pennington-Gray, L. (2016). Empirically testing the influence of travel safety concerns: Examining alternative models. Tourism Travel and Research Association. Advancing Tourism Research Globally.
    41. Loewenstein, G. F., Weber, E. U., Hsee, C. K., & Welch, N. (2001). Risk as feelings. Psychological Bulletin, 127(2), 267-286. https://doi.org/10.1037/0033-2909.127.2.267. Go to original source...
    42. Lowrance, W. W. (1976). Of acceptable risk: Science and the determination of safety. ERIC Go to original source...
    43. Luo, J. M., & Lam, C. F. (2020). Travel Anxiety, Risk Attitude and Travel Intentions towards "Travel Bubble" Destinations in Hong Kong: Effect of the Fear of COVID-19. International Journal of Environmental Research and Public Health, 17(21), 7859. https://doi.org/10.3390/ijerph17217859. Go to original source...
    44. Matiza, T. (2020). Post-COVID-19 crisis travel behaviour: towards mitigating the effects of perceived risk. Journal of Tourism Futures, 8(1), 99-108. https://doi.org/10.1108/JTF-04-2020-0063. Go to original source...
    45. Matiza, T., & Kruger, M. (2021). Ceding to their fears: a taxonomic analysis of the heterogeneity in COVID-19 associated perceived risk and intended travel behaviour. Tourism Recreation Research, 46/2ú, 158-174. https://doi.org/10.1080/02508281.2021.1889793. Go to original source...
    46. McKercher, B., & Chon, K. (2004). The over-reaction to SARS and the collapse of Asian tourism. Annals of Tourism Research, 31(3), 716-719. https://doi.org/10.1016/j.annals.2003.11.002. Go to original source...
    47. Milićević, S., & Ervaćanin, V. (2016). Uticaj kriza na razvoj turizma u svetu, Turističko poslovanje, 18(1), 51-63. https://doi.org/10.5937/TurPos1618051M. Go to original source...
    48. Neuburger, L., & Egger, R. (2020). 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. Go to original source...
    49. Oh, S. H., Lee, S. Y., & Han, C. (2020). The effects of social media use on preventive behaviors during infectious disease outbreaks: The mediating role of self-relevant emotions and public risk perception. Health communication, 36(8), 972-981. https://doi.org/10.1080/10410236.2020.1724639. Go to original source...
    50. Our World in Data. (2021). Coronavirus (COVID-19) Vaccination. Retrieved from https://ourworldindata.org/covid-vaccinations.
    51. Pennington-Gray, L., Schroeder, A., & Kaplanidou, K. (2011). Examining the influence of past travel experience, general web searching behaviors, and risk perceptions on future travel intentions. International Journal of Safety and Security in Tourism/Hospitality, 1(1), 64-92.
    52. Perić, G., Dramićanin, S., & Conić, M. (2021). The impact of Serbian tourists' risk perception on their travel intentions during the COVID-19 pandemic. European Journal of Tourism Research, 27, 2705. https://ejtr.vumk.eu/index.php/about/article/view/2125. Go to original source...
    53. Pizam, A., Jeong, G. H., Reichel, A., Van Boemmel, H., Lusson, J. M., Steynberg, L., ... & Montmany, N. (2004). The relationship between risk-taking, sensation-seeking, and the tourist behavior of young adults: A cross-cultural study. Journal of Travel Research, 42(3), 251-260. https://doi.org/10.1177%2F0047287503258837. Go to original source...
    54. Pine, R., & McKercher, B. (2004). The impact of SARS on Hong Kong's tourism industry. International Journal of Contemporary Hospitality Management, 16(2), 139-143. https://doi.org/10.1108/09596110410520034. Go to original source...
    55. 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. Go to original source...
    56. 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%2F0047287504272017. Go to original source...
    57. Reisinger, Y., & Mavondo, F. (2006). Cultural differences in travel risk perception. Journal of Travel & Tourism Marketing, 20(1), 13-31. https://doi.org/10.1300/J073v20n01_02. Go to original source...
    58. Ritchie, B. W., Chien, P. M., & Sharifpour, M. (2017). Segmentation by travel related risks: An integrated approach. Journal of Travel & Tourism Marketing, 34(2), 274-289. https://doi.org/10.1080/10548408.2016.1156616. Go to original source...
    59. Roehl, W. S., & Fesenmaier, D. R. (1992). Risk perceptions and pleasure travel: An exploratory analysis. Journal of Travel research, 30(4), 17-26. https://doi.org/10.1177%2F004728759203000403. Go to original source...
    60. Sánchez-Cañizares, S. M., Cabeza-Ramírez, L. J., Muñoz-Fernández, G., & Fuentes-García, F. J. (2020). 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. Go to original source...
    61. Seddighi, H. R., Nuttall, M. W., & Theocharous, A. L. (2001). Does cultural background of tourists influence the destination choice? An empirical study with special reference to political instability. Tourism Management, 22(2), 181-191. https://doi.org/10.1016/S0261-5177(00)00046-7. Go to original source...
    62. Seabra, C., Dolnicar, S., Abrantes, J. L., & Kastenholz, E. (2013). Heterogeneity in risk and safety perceptions of international tourists. Tourism Management, 36, 502-510. https://doi.org/10.1016/j.tourman.2012.09.008. Go to original source...
    63. Sönmez, S. F., & Graefe, A. R. (1998a). Influence of terrorism risk on foreign tourism decisions. Annals of tourism research, 25(1), 112-144. https://doi.org/10.1016/S0160-7383(97)00072-8. Go to original source...
    64. Sönmez, S. F., & Graefe, A. R. (1998b). Determining future travel behavior from past travel experience and perceptions of risk and safety. Journal of travel research, 37(2), 171-177. https://doi.org/10.1177%2F004728759803700209. Go to original source...
    65. Statistical Office of the Republic of Serbia. (2021). Statistical release. Catering and Tourism Statistics, Number 24 - Year LXXI, 29.01.2021, 1-5.
    66. Tsaur, S. H., Tzeng, G. H., & Wang, K. C. (1997). Evaluating tourist risks from fuzzy perspectives. Annals of Tourism Research, 4(24), 796-812. https://doi.org/10.1016/S0160-7383(97)00059-5. Go to original source...
    67. Toanoglou, M., Chemli, S., & Valeri, M. (2022). The organizational impact of Covid-19 crisis on travel perceived risk across four continents. Journal of Organizational Change Management, 35(2), 293-307. https://doi.org/10.1108/JOCM-12-2020-0369. Go to original source...
    68. Qi, C. X., Gibson, H. J., & Zhang, J. J. (2009). Perceptions of risk and travel intentions: The case of China and the Beijing Olympic Games. Journal of Sport & Tourism, 14(1), 43-67. https://doi.org/10.1080/14775080902847439. Go to original source...
    69. UNWTO World Tourism Barometer and Statistical Annex. (2021). UNWTO World Tourism Barometer and Statistical Annex, January 2021, 19(1), 1-42. https://doi.org/10.18111/wtobarometereng.2021.19.1.1. Go to original source...
    70. Villacé-Molinero, T., Fernández-Muñoz, J. J., Orea-Giner, A., & Fuentes-Moraleda, L. (2021). Understanding the new post-COVID-19 risk scenario: Outlooks and challenges for a new era of tourism. Tourism Management, 86, 104324. https://doi.org/10.1016/j.tourman.2021.104324. Go to original source...
    71. Wolff, K., Larsen, S., & Øgaard, T. (2019). How to define and measure risk perceptions. Annals of Tourism Research, 79, 102759. https://doi.org/10.1016/j.annals.2019.102759. Go to original source...
    72. Worldometer. (2021). Coronavirus. Retrieved from https://www.worldometers.info/coronavirus/.
    73. Zhang, L., Kong, Y., & Chang, H. (2015). Media use and health behavior in H1N1 flu crisis: The mediating role of perceived knowledge and fear. Atlantic Journal of Communication, 23(2), 67-80. https://doi.org/10.1080/15456870.2015.1013101. Go to original source...

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