The Intensity of Travel Risk Perception and Destination Decision

Abu Bakar, H., & Connaughton, S. L. (2019). Measuring shared cultural characteristics in Malaysia: scale development and validation. Cross Cultural & Strategic Management, 26(2), 246–264. https://doi.org/10.1108/CCSM-09-2018-0137
Adam, I., Taale, F., & Adongo, C. A. (2020). Measuring negative tourist-to-tourist interaction: scale development and validation. Journal of Travel & Tourism Marketing, 37(3), 287–301. https://doi.org/10.1080/10548408.2020.1745731
Alsharawy, A., Spoon, R., Smith, A., & Ball, S. (2021). Gender Differences in Fear and Risk Perception During the COVID-19 Pandemic. Frontiers in Psychology, 12, 1–9. https://www.frontiersin.org/articles/10.3389/fpsyg.2021.689467
Awad-Nunez, S., Julio, R., Gomez, J., Moya-Gomez, B., & Gonzalez, J. S. (2021). Post-COVID-19 travel behaviour patterns: impact on the willingness to pay of users of public transport and shared mobility services in Spain. European Transport Research Review, 13(1), 20. https://doi.org/10.1186/s12544-021-00476-4
Aziz, N. A., & Long, F. (2021). To travel, or not to travel? The impacts of travel constraints and perceived travel risk on travel intention among Malaysian tourists amid the COVID?19. Journal of Consumer Behaviour, 21(2), 352–362. https://doi.org/doi.org/10.1002/cb.2008
Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.
Bhasin, H. (2021). 4 types of media – print, broadcast, internet and out of home. Marketing91. https://www.marketing91.com/types-of-media/
Bushman, B. J., & Whitaker, J. L. (2012). Media Influence on Behavior (V. S. B. T.-E. of H. B. (Second E. Ramachandran (Ed.); pp. 571–575). Academic Press. https://doi.org/https://doi.org/10.1016/B978-0-12-375000-6.00386-4
Carbello, R. R., Leon, C. J., & Carballo, M. M. (2022). Gender as moderator of the influence of tourists’ risk perception on destination image and visit intentions. Tourism Review, 77(3), 913–924. https://doi.org/10.1108/TR-02-2021-0079
Cardenas, S. (2021). How cultural differences shape responses to COVID-19. Newsroom.
Citing tables, figures & images: APA (7th ed.) citation guide. (2022). SFU Library. https://www.lib.sfu.ca/help/cite-write/citation-style-guides/apa/tables-figures
Cong, L., Wang, Q., Wall, G., & Su, Y. (2021). Decision-Making Behavior and Risk Perception of Chinese Female Wildlife Tourists. In Sustainability (Vol. 13, Issue 18, pp. 1–18). https://doi.org/10.3390/su131810301
Coronavirus. (2020). World Health Organization. https://www.who.int/health-topics/coronavirus#tab=tab_1
Crompton, J. L. (1977). A systems model of the tourist’s destination selection decision process with particular reference to the role of image and perceived constraints. Texas A&M University.
Cui, F., Liu, Y., Chang, Y., Duan, J., & Li, J. (2016). An overview of tourism risk perception. Natural Hazards, 82(1), 643–658. https://doi.org/10.1007/s11069-016-2208-1
Decision-making process. (n.d.). UMass Dartmouth. https://www.umassd.edu/fycm/decision-making/process/
Demography of population. (n.d.). My Government.
https://www.malaysia.gov.my/portal/content/30114
Dizikes, P. (2020). When culture clashes with Covid-19. MIT News | Massachusetts Institute of Technology. https://news.mit.edu/2020/when-culture-clashes-covid-19-0625
Ferrer, R. A., & Klein, W. M. P. (2015). Risk perceptions and health behavior. Current Opinion in Psychology, 5, 85–89. https://doi.org/https://doi.org/10.1016/j.copsyc.2015.03.012
Fontaine, R., & Richardson, S. (2005). Cultural values in Malaysia: Chinese, Malays and Indians compared. Cross Cultural Management: An International Journal, 12(4), 63–77. https://doi.org/10.1108/13527600510798141
Gajic, T., Petrovic, M. D., Blesic, I., Radovanovic, M. M., & Syromiatnikova, J. A. (2021). The power of fears in the travel decision – covid-19 against lack of money. Journal of Tourism Futures, 1–22. https://doi.org/10.1108/JTF-03-2021-0064
Garg, A. (2015). Travel risks vs tourist decision making: A tourist perspective. International Journal of Hospitality & Tourism Systems, 8(1), 1–9.
https://doi.org/doi.org/10.21863/ijhts/2015.8.1.004
Garg, A. (2017). Tourists’ Risk Perception Impact on Their Decision-Making. In Trends, Issues and Women in Hospitality and Tourism Industry (1st ed., pp. 218–227). International Academic Publishing.
Giordani, R. C. F., Giolo, S. R., da Silva, M. Z., & Muhl, C. (2021). Gender and pandemic perception: analyzing perceived risk and fear among Brazilian women. Health Psychology and Behavioral Medicine, 9(1), 778–795. https://doi.org/10.1080/21642850.2021.1968301
Gustafsod, P. E. (1998). Gender Differences in risk perception: Theoretical and methodological erspectives. Risk Analysis, 18(6), 805–811. https://doi.org/doi:10.1111/j.1539-6924.1998.tb01123.x
Hanlan, J., Fuller, D., & Wilde, S. (2006). Destination decision making: the need for a strategic planning and management approach. Tourism and Hospitality Planning & Development, 3(3), 209–221. https://doi.org/doi.org/10.1080/14790530601132385
Hashim, J. H., Adman, M. A., Hashim, Z., Radi, M. F., & Kwan, S. C. (2021). COVID-19 epidemic in Malaysia: epidemic progression, challenges, and response. Frontiers in Public Health, 9, 1–19.
Hashim, N., Yusoff, A. M., Awang, Z., Aziz, R. C., Shah, Ramlee, I. F., Bakar, N. F. A., Noor, M. A. M., & Fatt, B. S. (2019). The Effect of Domestic Tourist Perceived Risk on Revisit Intention in Malaysia. International Journal of Innovative Technology and Exploring Engineering, 8(10), 4591–4596. https://doi.org/10.35940/ijitee.j1085.0881019
Hasmuk, K., Sallehuddin, H., Tan, M. P., Cheah, W. K., Ibrahim, R., & Chai, S. T. (2020). The long term care COVID-19 situation in Malaysia. In International Long-Term Care Policy Network (pp. 1–20).
Hitchcock, J. L. (2001). Gender differences in risk perception: broadening the contexts. Risk, 12(3), 179–204.
How anxiety affects men and women differently. (n.d.). Texas Health Resource. https://www.texashealth.org/Health-and-Wellness/Behavioral-Health/How-Anxiety-Affects-Men-and-Women-Differently
Huynh, T. L. D. (2020). Does culture matter social distancing under the COVID-19 pandemic? Safety Science, 130, 1–18. https://doi.org/https://doi.org/10.1016/j.ssci.2020.104872
Karl, M. (2016). Risk and Uncertainty in Travel Decision-Making: Tourist and Destination Perspective. Journal of Travel Research, 57(1), 129–146. https://doi.org/10.1177/0047287516678337
Karl, M., Bauer, A., Ritchie, W. B., & Passauer, M. (2020). The impact of travel constraints on travel decision-making: A comparative approach of travel frequencies and intended travel participation. Journal of Destination Marketing & Management, 18, 1–16. https://doi.org/https://doi.org/10.1016/j.jdmm.2020.100471
Karl, M., Muskat, B., & Ritchie, B. W. (2020). Which travel risks are more salient for destination choice? An examination of the tourist’s decision-making process. Journal of Destination Marketing & Management, 18, 1–11. https://doi.org/https://doi.org/10.1016/j.jdmm.2020.100487
Karl, M., & Reintinger, C. (2017). Investigating tourists’ destination choices: An application of network analysis. European Journal of Tourism Research, 15, 112–130.
Karl, M., & Schmude, J. (2017). Understanding the role of risk (perception) in destination choice: A literature review and synthesis. Tourism: An International Interdisciplinary Journal, 65(2), 138–155.
Katella, K. (2022). Omicron, Delta, Alpha, and More: What to know about the Coronavirus variants. Yale Medicine. https://www.yalemedicine.org/news/covid-19-variants-of-concern-omicron
Key Indicator. (2021). Department of Statistics Malaysia Official Portal. https://www.dosm.gov.my/v1/index.php/index.php?
Khan, K. I., Niazi, A., Nasir, A., Hussain, M., & Khan, M. I. (2021). The Effect of COVID-19 on the Hospitality Industry: The Implication for Open Innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), 1–17. https://doi.org/10.3390/joitmc7010030
Khan, M. J., Chelliah, S., Haron, M. S., & Ahmed, S. (2017). Role of Travel Motivations, Perceived Risks and Travel Constraints on Destination Image and Visit Intention in Medical Tourism: Theoretical model. Sultan Qaboos University Medical Journal, 17(1), e11–e17. https://doi.org/10.18295/squmj.2016.17.01.003
Liu, A., Fan, D. X. F., & Qiu, R. T. R. (2020). Does Culture Affect Tourism Demand? A Global Perspective. Journal of Hospitality & Tourism Research, 45(1), 192–214. https://doi.org/10.1177/1096348020934849
Liu, X., Mehraliyev, F., Liu, C., & Schuckert, M. (2019). The roles of social media in tourists’ choices of travel components. Tourist Studies, 20(1), 27–48. https://doi.org/10.1177/1468797619873107
Liu, Y., Zhang, R., & Yao, Y. (2021). How tourist power in social media affects tourism market regulation after unethical incidents: Evidence from China. Annals of Tourism Research, 91, 1–13. https://doi.org/https://doi.org/10.1016/j.annals.2021.103296
Marasco, A., De Martino, M., Magnotti, F., & Morvillo, A. (2018). Collaborative innovation in tourism and hospitality: a systematic review of the literature. International Journal of Contemporary Hospitality Management, 30(6), 2364–2395. https://doi.org/10.1108/IJCHM-01-2018-0043
Maser, B., & Weiermair, K. (1998). Travel decision-making: From the vantage point of perceived risk and information preferences. Journal of Travel & Tourism Marketing, 7(4), 107–121. https://doi.org/doi.org/10.1300/J073v07n04_06
Memon, M. A., Ting, H., Cheah, J. H., Thurasamy, R., Chuah, F., & Cham, T. H. (2020). Sample size for survey research: review and recommendations. Journal of Applied Structural Equation Modeling, 4(2), 1–20.
Mokhtar, M. R., Yazid, M. F. M., & Shamsudin, M. F. (2020). Sustainability of tourism industry in Malaysia. Journal of Postgraduate Current Business Research, 1(1), 1–3.
Parrey, S. H., Hakim, I. A., & Rather, R. A. (2019). Mediating role of government initiatives and media influence between perceived risks and destination image: a study of conflict zone. International Journal of Tourism Cities, 5(1), 90–106. https://doi.org/10.1108/IJTC-02-2018-0019
Rahman, M. K., Gazi, M. A. I., Bhuiyan, M. A., & Rahaman, M. A. (2021). Effect of Covid-19 pandemic on tourist travel risk and management perceptions. PLOS ONE, 16(9), 1–18. https://doi.org/10.1371/journal.pone.0256486
Rasoolimanesh, S. M., Khoo-Lattimore, C., Md Noor, S., Jaafar, M., & Konar, R. (2021). Tourist engagement and loyalty: gender matters? Current Issues in Tourism, 24(6), 871–885. https://doi.org/10.1080/13683500.2020.1765321
Rasoolimanesh, S. M., Seyfi, S., Rastegar, R., & Hall, C. M. (2021). Destination image during the COVID-19 pandemic and future travel behavior: The moderating role of past experience. Journal of Destination Marketing & Management, 21, 1–11. https://doi.org/https://doi.org/10.1016/j.jdmm.2021.100620
Regorz, A., Kfm., D., & Psychologie, M. S. (2021). R - mediation analysis with PROCESS model 4. http://www.regorz-statistik.de/en/mediation_process_for_r.html
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
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
Rojas-de-Gracia, M.-M., Alarcón-Urbistondo, P., & González Robles, E. M. (2018). Couple dynamics in family holidays decision-making process. International Journal of Contemporary Hospitality Management, 30(1), 601–617. https://doi.org/10.1108/IJCHM-10-2016-0562
Sample size calculator. (n.d.-a). Raosoft. http://www.raosoft.com/samplesize.html
Shaikh, A. S., Dars, A., Memon, K., & Kazi, A. G. (2020). A study of factors affecting travel decision making of tourists. Journal of Economic Info, 7(1), 1–10. https://doi.org/doi.org/10.31580/jei.v7i1.1157
Slovic, P., Fischhoff, B., & Lichtenstein, S. (1982). Why study risk perception? Risk Analysis, 2(2), 83–93. https://doi.org/10.1111/j.1539-6924.1982.tb01369.x
Sönmez, S. F., & Graefe, A. R. (1998). Influence of terrorism risk on foreign tourism decisions. Annals of Tourism Research, 25(1), 112–144. https://doi.org/https://doi.org/10.1016/S0160-7383(97)00072-8
Swain, M. B. (1995). Gender in tourism. Annals of Tourism Research, 22(2), 247–266.
Travel and anxiety. (2020). IAMAT. https://www.iamat.org/travel-and-anxiety
Wein, H. (2016). Sex and gender. NIH News in Health. https://newsinhealth.nih.gov/2016/05/sex-gender
What is coronavirus? The different types of coronaviruses. (2020). UKRI. https://coronavirusexplained.ukri.org/en/article/cad0003/
What makes Malaysia unique. (2019). SUTRA. https://www.sutra.my/what-makes-malaysia-unique/
Williamson, T. (2006). Malaysia. Countries and Their Cultures. https://www.everyculture.com/Ja-Ma/Malaysia.html
Wong, J.-Y., Lee, W.-H., Yeh, C., Shu Ju, L., & Lin, J.-H. (2014). Identifying Gender Differences in Destination Decision Making. Journal of Tourism and Recreation, 1(1), 1–11. https://doi.org/10.12735/jotr.v1i1p01
Wong, J.-Y., & Yeh, C. (2009). Tourist hesitation in destination decision making. Annals of Tourism Research, 36(1), 6–23. https://doi.org/https://doi.org/10.1016/j.annals.2008.09.005
Wood, J. T. (1994). The influence of media on views of gender. Gendered Lives: Communication, Gender, and Culture, 231–244.
Yang, E. C. L., Sharif, S. P., & Khoo-Lattimore, C. (2015). Tourists’ risk perception of risky destinations: The case of Sabah’s eastern coast. Tourism and Hospitality Research, 15(3), 206–221. https://doi.org/10.1177/1467358415576085
Yazid, A., Mohd Yusof, M. Y., Rashid, N., Ghazali, P., Salleh, F., Mahmud, M., & Mahmood, S. (2018). A Mediating Effect of Risk Perception on Factors Influencing Tourist Intention to Travel: A Conceptual Framework. International Journal of Academic Research in Business and Social Sciences, 8(11), 1246–1255. https://doi.org/10.6007/IJARBSS/v8-i11/5166
Yehudai, M., Bender, S., Gritsenko, V., Konstantinov, V., Reznik, A., & Isralowitz, R. (2022). COVID-19 Fear, Mental Health, and Substance Misuse Conditions Among University Social Work Students in Israel and Russia. International Journal of Mental Health and Addiction, 20(1), 316–323. https://doi.org/10.1007/s11469-020-00360-7
Yoo, J. W., Park, J., Lee, J. H., & Park, H. (2022). Recovering from the COVID-19 shock: the role of risk perception and perceived effectiveness of protective measures on travel intention during the pandemic. Service Business, 16(3), 557–580. https://doi.org/10.1007/s11628-021-00476-3
Yousaf, A., Amin, I., & Santos, J. (2018). Tourist’s Motivations toTravel: A Theoretical Perspective on the Existing Literature. Tourism and Hospitality Management, 24(1), 1–15. https://doi.org/10.20867/thm.24.1.8
Yusuf, M. M., & Azhar, N. L. A. (2021). Exposure to contagion: Perceived risks and travel behavioural shifts in Malaysia during COVID-19 pandemic. Malaysian Journal of Science Health & Technology, 7(2), 30–38. https://doi.org/doi.org/10.33102/mjosht.v7i2.213
Zaman, K., Bashir, S., Afaq, Z., & Khan, N. (2022). Covid-19 Risk Perception of Travel Destination Development and Validation of a Scale. SAGE Open, 12(1), 1–10. https://doi.org/10.1177/21582440221079622
Zeng, J., Jiang, M., & Yuan, M. (2020). Environmental risk perception, risk culture, and pro-environmental behavior. International Journal of Environmental Research and Public Health, 17(5), 1–18. https://doi.org//doi.org/10.3390/ijerph17051750
Zenker, S., Braun, E., & Gyimothy, S. (2021). Too afraid to Travel? Development of a Pandemic (COVID-19) Anxiety Travel Scale (PATS). Tourism Management, 84, 1–11. https://doi.org/https://doi.org/10.1016/j.tourman.2021.104286
Zhu, J., & Fan, Y. (2018). Daily travel behavior and emotional well-being: Effects of trip mode, duration, purpose, and companionship. Transportation Research Part A: Policy and Practice, 118, 360–373. https://doi.org/https://doi.org/10.1016/j.tra.2018.09.019