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A Predictive Model of Pandemic Disaster Fear Caused by Coronavirus (COVID-19): Implications for Decision-Makers

Author

Listed:
  • Vladimir M. Cvetković

    (Faculty of Security Studies, University of Belgrade, Gospodara Vučića 50, 11040 Belgrade, Serbia
    Scientific-Professional Society for Disaster Risk Management, Dimitrija Tucovića 121, 11040 Belgrade, Serbia
    International Institute for Disaster Research, Dimitrija Tucović 121, 11056 Belgrade, Serbia)

  • Neda Nikolić

    (Faculty of Technical Sciences, University of Kragujevac, 32102 Cacak, Serbia)

  • Adem Ocal

    (Independent Researcher, Ankara 06500, Turkey)

  • Jovana Martinović

    (Scientific-Professional Society for Disaster Risk Management, Dimitrija Tucovića 121, 11040 Belgrade, Serbia
    International Institute for Disaster Research, Dimitrija Tucović 121, 11056 Belgrade, Serbia)

  • Aleksandar Dragašević

    (Faculty of Technical Sciences, University of Kragujevac, 32102 Cacak, Serbia)

Abstract

This paper presents quantitative research results regarding a predictive model of pandemic disaster fear caused by the coronavirus disease (COVİD-19). The aim of this paper was to establish the level and impact of certain demographic and socioeconomic characteristics on pandemic disaster fear caused by the coronavirus (COVID-19). The research was conducted using a questionnaire that was provided and then collected online for 1226 respondents during May 2021. A closed, five-point Likert scale was used to create the structured questionnaire. The first section of the questionnaire included research questions about the participants’ socioeconomic and demographic characteristics, while the second section included issue questions about fear caused by COVID-19. The results of multivariate regression analyses showed the most important predictor for fear of COVID-19 to be gender, followed by age and education level. Furthermore, the results of t -tests showed statistically significant differences between men and women in terms of different aspects of pandemic disaster fear caused by the coronavirus disease. Our results have several significant public health implications. Women who were more educated and knowledgeable, married, and older, reported a greater fear of the outbreak at various levels. Decision-makers can use these findings to identify better strategic opportunities for pandemic disaster risk management.

Suggested Citation

  • Vladimir M. Cvetković & Neda Nikolić & Adem Ocal & Jovana Martinović & Aleksandar Dragašević, 2022. "A Predictive Model of Pandemic Disaster Fear Caused by Coronavirus (COVID-19): Implications for Decision-Makers," IJERPH, MDPI, vol. 19(2), pages 1-27, January.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:2:p:652-:d:719432
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    1. Lucía del Río-Casanova & Milagrosa Sánchez-Martín & Ana García-Dantas & Anabel González-Vázquez & Ania Justo, 2021. "Psychological Responses According to Gender during the Early Stage of COVID-19 in Spain," IJERPH, MDPI, vol. 18(7), pages 1-20, April.
    2. Luciana Zaccagni & Stefania Toselli & Davide Barbieri, 2021. "Physical Activity during COVID-19 Lockdown in Italy: A Systematic Review," IJERPH, MDPI, vol. 18(12), pages 1-13, June.
    3. Ka Ming Chow & Bernard M.H. Law & Marques S.N. Ng & Dorothy N.S. Chan & Winnie K.W. So & Cho Lee Wong & Carmen W.H. Chan, 2020. "A Review of Psychological Issues among Patients and Healthcare Staff during Two Major Coronavirus Disease Outbreaks in China: Contributory Factors and Management Strategies," IJERPH, MDPI, vol. 17(18), pages 1-17, September.
    4. Md. Shahed Mahmud & Mesbah Uddin Talukder & Sk. Mahrufur Rahman, 2021. "Does ‘Fear of COVID-19’ trigger future career anxiety? An empirical investigation considering depression from COVID-19 as a mediator," International Journal of Social Psychiatry, , vol. 67(1), pages 35-45, February.
    5. Vladimir M. Cvetković & Neda Nikolić & Una Radovanović Nenadić & Adem Öcal & Eric K. Noji & Miodrag Zečević, 2020. "Preparedness and Preventive Behaviors for a Pandemic Disaster Caused by COVID-19 in Serbia," IJERPH, MDPI, vol. 17(11), pages 1-23, June.
    6. Vladimir M. Cvetković & Giulia Roder & Adem Öcal & Paolo Tarolli & Slavoljub Dragićević, 2018. "The Role of Gender in Preparedness and Response Behaviors towards Flood Risk in Serbia," IJERPH, MDPI, vol. 15(12), pages 1-21, December.
    7. Ming Yuan & Ali Ekici & Zhaosong Lu & Renato Monteiro, 2007. "Dimension reduction and coefficient estimation in multivariate linear regression," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 69(3), pages 329-346, June.
    8. Iuliana Armaş, 2008. "Social vulnerability and seismic risk perception. Case study: the historic center of the Bucharest Municipality/Romania," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 47(3), pages 397-410, December.
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    Cited by:

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