Identifying Predictive Factors in Compliance with the COVID-19 Containment Measures: A Mediation Analysis

References

• World Health Organization. Coronavirus disease 2019 (COVID-19) situation report (report N° 51); 2020. Available from: https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports. Accessed August 10, 2021.
   Google Scholar
• Wilder-Smith A, Chiew CJ, Lee VJ. Can we contain the COVID-19 outbreak with the same measures as for SARS? Lancet Infect Dis. 2020;20(5):Article e102–e107. doi:10.1016/S1473-3099(20)30129-8
   PubMed Web of Science ®Google Scholar
• Deeks A, Lombard C, Michelmore J, et al. The effects of gender and age on health- related behaviors. BMC Public Health. 2009;2009(9):213. doi:10.1186/1471-2458-9-213
   Web of Science ®Google Scholar
• Vaidya V, Parth G, Karmakar M. Gender differences in utilization of preventive care services in the United States. J Womens Health. 2012;21(2):140–145. doi:10.1089/jwh.2011.2876
   PubMed Web of Science ®Google Scholar
• Abolfotouh MA, Almutairi AF, Banimustafa A, et al. Behavior responses and attitude of the public to COVID-19 pandemic during movement restrictions in Saudi Arabia. Int J Gen Med. 2021;14:741–753. doi:10.2147/IJGM.S296867
   PubMed Web of Science ®Google Scholar
• Brankston G, Merkley E, Fisman DN, et al. Socio-demographic disparities in knowledge, practices, and ability to comply with COVID-19 public health measures in Canada. Can J Public Health. 2021;112(3):363–375. doi:10.17269/s41997-021-00501-y
   PubMed Web of Science ®Google Scholar
• Carlucci L, D’Ambrosio I, Balsamo M. Demographic and attitudinal factors of adherence to quarantine guidelines during COVID-19: the Italian model. Front Psychol. 2020;11:559288. doi:10.3389/fpsyg.2020.559288
   PubMed Web of Science ®Google Scholar
• Solomou I, Constantinidou F. Prevalence and predictors of anxiety and depression symptoms during the COVID-19 pandemic and compliance with precautionary measures: age and sex matter. Int J Environ Res Public Health. 2020;17(14):4924. doi:10.3390/ijerph17144924
   PubMed Web of Science ®Google Scholar
• Yıldırım M, Geçer E, Akgül Ö. The impacts of vulnerability, perceived risk, and fear on preventive behaviors against COVID-19. Psychol Health Med. 2020. doi:10.1080/13548506.2020.1776891
   PubMed Web of Science ®Google Scholar
• McCrae RR, John OP. An introduction to the five-factor model and its applications. J Person. 1992;60(2):175–215. doi:10.1111/j.1467-6494.1992.tb00970.x
   PubMed Web of Science ®Google Scholar
• Nofal AM, Caciotti G, Lee N. Who complies with COVID-19 transmission mitigation behavioral guidelines? PLoS One. 2020;15(10):Article e0240396. doi:10.1371/journal.pone.0240396
   PubMed Web of Science ®Google Scholar
• Abdelrahman M. Personality traits, risk perception, and protective behaviors of Arab residents of Qatar during the COVID-19 pandemic. Int J Ment Health Addict. 2020:1–2. doi:10.1007/s11469-020-00352-7
   Web of Science ®Google Scholar
• Ashwanden D, Strickhouser JE, Sesker AA, et al. Psychological and behavioural responses to Coronavirus disease 2019: the role of personality. Eur J Pers. 2020;35(1):51–66. doi:10.1002/per.2281
   Web of Science ®Google Scholar
• Brouard S, Vasilopoulos P, Becher M. Sociodemographic and psychological correlates of compliance with the COVID-19 public health in France. Can J Polit Sci. 2020;53(2):253–258. doi:10.1017/S0008423920000335
   Web of Science ®Google Scholar
• Carvalho LF, Pianowski G, Gonçalves G. Personality differences and COVID-19: are extroversion and conscientiousness personality traits associated with engagement with containment measures? Trend Psychiatr Psychother. 2020;42(2):179–184. doi:10.1590/2237-6089-2020-0029
   PubMedGoogle Scholar
• Aschwanden D, Gerend MA, Luchetti M, et al. Personality traits and preventive cancer screenings in the health retirement study. Prev Med. 2019;126:105763. doi:10.1016/j.ypmed.2019.105763
   PubMed Web of Science ®Google Scholar
• Cuijpers P, Smit F, Penninx BWJ, et al. Economic costs of neuroticism: a Population-Based Study. Arch Gen Psychiatry. 2010;67(10):1086–1093. doi:10.1001/archgenpsychiatry.2010.130
   PubMed Web of Science ®Google Scholar
• Friedman HS. Long-term relations of personality and health: dynamisms, mechanisms, tropisms. J Person. 2000;68(6):1089–1107. doi:10.1111/1467-6494.00127
   PubMed Web of Science ®Google Scholar
• Van Dijk SDM, Hanssen D, Naarding P, et al. Big five personality traits and medically unexplained symptoms in later life. Eur Psychiatry. 2016;38:23–30. doi:10.1016/j.eurpsy.2016.05.002
   PubMed Web of Science ®Google Scholar
• Weiss A, Deary IJ. A new look at neuroticism: should we worry so much about worrying? Curr Dir Psychol Sci. 2020;29(1):92–101. doi:10.1177/0963721419887184
   Web of Science ®Google Scholar
• Mõttus R, Realo A, Allik J, et al. History of the diagnosis of a sexually transmitted disease is linked to normal variation in personality traits. J Sex Med. 2012;9(11):2861–2867. doi:10.1111/j.1743-6109.2012.02891.x
   PubMed Web of Science ®Google Scholar
• Carver CS, Connor-Smith J. Personality and coping. Annu Rev Psychol. 2010;61(1):679–704. doi:10.1146/annurev.psych.093008.100352
   PubMed Web of Science ®Google Scholar
• Luhmann M, Eid M. Does it really feel the same? Changes in life satisfaction following repeated life events. J Pers Soc Psychol. 2009;97(2):363–381. doi:10.1037/a0015809
   PubMed Web of Science ®Google Scholar
• Han H. Exploring the association between compliance with measures to prevent the spread of COVID-19 and big five traits with Bayesan generalized linear model. Pers Individ Differ. 2021;176:110787. doi:10.1016/j.paid.2021.110787
   PubMed Web of Science ®Google Scholar
• Qian K, Yahara T, Hashimoto K. Mentality and behavior in COVID-19 emergency status in Japan: influence of personality, morality and ideology. PLoS One. 2020;15(7):Article e0235883. doi:10.1371/journal.pone.0235883
   PubMed Web of Science ®Google Scholar
• Soto CJ. Is happiness good for your personality? Concurrent and prospective relations of the big five with subjective wellbeing. J Pers. 2015;83(1):45–55. doi:10.1111/jopy.12081
   PubMed Web of Science ®Google Scholar
• Sutin AR, Terracciano A. Five-factor model personality traits and the objective and subjective experience of body weight: personality and body weight. J Pers. 2016;84(1):102–112. doi:10.1111/jopy.12143
   PubMed Web of Science ®Google Scholar
• Wilkowski BM, Robinson MD, Meier BP. Agreeableness and the prolonged spatial processing of antisocial and prosocial information. J Res Pers. 2006;40(6):1152–1168. doi:10.1016/j.jrp.2005.12.004
   Web of Science ®Google Scholar
• Zajenkowski M, Jonason PK, Leniarska M, Kozakiewicz Z. Who complies with the restrictions to reduce the spread of COVID-19? Personality and perceptions of the COVID-19 situation. Pers Individ Differ. 2020;166:1–6. doi:10.1016/j.paid.2020.110199
   Web of Science ®Google Scholar
• Flórez KR, Aguirre AR, Viladrich A, et al. Fatalism or destiny? A qualitative study and interpretative framework on Dominican women’s breast cancer beliefs. J Immigr Minor Health. 2009;11(4):291–301. doi:10.1007/s10903-008-9118-6
   PubMed Web of Science ®Google Scholar
• Powe BD, Finnie R. Cancer fatalism: the state of the science. Cancer Nurs. 2003;26(6):454–465. doi:10.1097/00002820-200312000-00005
   PubMed Web of Science ®Google Scholar
• Jimenez T, Restar A, Helm PJ, et al. Fatalism in the context of COVID-19: perceiving coronavirus as a death sentence predict reluctance to perform recommended preventive behaviors. SSM Popul Health. 2020;11:100615. doi:10.1016/j.ssmph.2020.100615
   PubMed Web of Science ®Google Scholar
• Ozdil K, Büyüksoy GDB, Çatiker A. Fatalism, fear, and compliance with preventive measures in COVID-19 pandemic: a structural equation model analysis. Public Health Nurs. 2021. doi:10.1111/phn.12898
   PubMed Web of Science ®Google Scholar
• Akesson J, Ashworth-Hayes S, Hahn R, et al. Fatalism, Beliefs, and Behaviors During the COVID-19 Pandemic (No. W27245). National Bureau of Economic Research; 2020.
   Google Scholar
• de Hoog N, Stroebe W, de Wit JB. The processing of fear‐arousing communications: how biased processing leads to persuasion. Soc Influ. 2008;3(2):84–113. doi:10.1080/15534510802185836
   Web of Science ®Google Scholar
• Lerner JS, Keltner D. Fear, anger, and risk. J Pers Soc Psychol. 2001;81(1):146–159. doi:10.1037/0022-3514.81.1.146
   PubMed Web of Science ®Google Scholar
• Marcus GEW, Neuman R, MacKuen. M. Affective Intelligence and Political J Udgment. Chicago: University of Chicago Press; 2000.
   Google Scholar
• Vasilopoulos P, Marcus GE, Foucault M. Emotional responses to the Charlie Hebdo attacks: addressing the authoritarianism puzzle. Polit Psychol. 2018;39(3):557–575. doi:10.1111/pops.12439
   Web of Science ®Google Scholar
• Harper CA, Satchell LP, Fido D, et al. Functional fear predicts public health compliance in the COVID-19 pandemic. Int J Ment Health Addic. 2020:1–4. doi:10.1007/s11469-020-00281-5
   Web of Science ®Google Scholar
• Melki J, Tamim H, Hadid D. et al. Media exposure and health behavior during pandemics: the mediating effect of perceived knowledge and fear on compliance with COVID-19 prevention measures. Health Commun. 2020:1–11. doi:10.1080/10410236.2020.1858564
   Web of Science ®Google Scholar
• Wang J, Rao N, Han B. Pathways improving compliance with preventive behaviors during the remission period of the COVID-19 pandemic. Int J Environ Res Public Health. 2021;18(7):3512. doi:10.3390/ijerph18073512
   PubMed Web of Science ®Google Scholar
• Ahorsu DK, Lin C, Imani V, et al. The fear of COVID-19 scale: development and initial validation. Int J Ment Health Addict. 2020:1–9. doi:10.1007/s11469-020-00270-8
   PubMed Web of Science ®Google Scholar
• Crapara GV, Barabaranelli C, Borgogni L, Perugini M. The “big five questionnaire”: a new questionnaire to assess the five factor model. Pers Individ Differ. 1993;15(3):281–288. doi:10.1016/0191-8869(93)90218-R
   Web of Science ®Google Scholar
• Shen L, Condit CM, Wright L. The psychometric property and the validation of a fatalism scale. Psychol Health. 2009;24(5):597–613. doi:10.1080/08870440801902535
   PubMed Web of Science ®Google Scholar
• Faraci P, Valenti GD. Dimensionality and accuracy based on item response theory in the fatalism scale during the COVID pandemic in Italy. Int J Psychol. 2021. ( under review).
   Web of Science ®Google Scholar
• Soraci P, Ferrari A, Abbiati FA, et al. Validation and psychometric evaluation of the Italian version of the fear of Covid-19 scale. Int J Ment Health Addict. 2020:1–10. doi:10.1007/s11469-020-00277-1
   Web of Science ®Google Scholar
• Cook RM. Addressing missing data in quantitative counseling research. Couns Outcome Res Evaluation. 2020;1–11. doi:10.1080/21501378.2019.1711037
   Google Scholar
• Parent MC. Handling item-level missing data: simpler is just as good. Couns Psychol. 2012;41(4):568–600. doi:10.1177/0011000012445176
   Web of Science ®Google Scholar
• Scheffer J. Dealing with missing data. Res Lett Inf Math Sci. 2002;2002(3):153–160.
   Google Scholar
• The Jamovi Project. Jamovi. (version 1.6.23). [Computer Software]; 2021. Available from https://www.jamovi.org. Accessed August 10, 2021.
   Google Scholar
• Gallucci M. jAMM: jamovi advanced mediation models. [jamovi module]. Available from: https://jamovi-amm.github.io/. Accessed August 10, 2021.
   Google Scholar
• Bish A, Michie S. Demographic and attitudinal determinants of protective behaviours during a pandemic: a review. Br J Health Psychol. 2010;15(4):797–824.
   PubMed Web of Science ®Google Scholar
• Lau JT, Yang X, Tsui HY, et al. SARS related preventive and risk behaviors practiced by Hong Kong–mainland China cross border travelers during the outbreak of the SARS epidemic in Hong Kong. J Epidemiol Community Health. 2004a;58(12):988–996. doi:10.1136/jech.2003.017483
   PubMed Web of Science ®Google Scholar
• Lau JT, Yang X, Tsui HY, et al. SARS preventive and risk behaviors of Hong Kong air travelers. Epidemiol Infect. 2004b;132(4):727–736. doi:10.1017/S0950268804002225
   PubMed Web of Science ®Google Scholar
• Barr M, Raphael B, Taylor M, et al. Pandemic influenza in Australia: using telephone surveys to measure perceptions of threat and willingness to comply. Infect Dis. 2008;8:117–130. doi:10.1186/1471-2334-8-117
   Web of Science ®Google Scholar
• Leung GM, Lam TH, Ho LM, et al. The impact of community psychological responses on outbreak control for severe acute respiratory syndrome in Hong Kong. J Epidemiol Community Health. 2003;57(11):857–863. doi:10.1136/jech.57.11.857
   PubMed Web of Science ®Google Scholar
• Leung GM, Quah S, Ho LM, et al. A tale of two cities: community psycho behavioral surveillance in Hong Kong and Singapore during the severe acute respiratory syndrome epidemic. Infect Control Hosp Epidemiol. 2004;25(12):1033–1041. doi:10.1086/502340
   PubMed Web of Science ®Google Scholar
• Tang CSK, Wong CY. Factors influencing the wearing of facemasks to prevent the severe acute respiratory syndrome among Chinese in Hong Kong. Prev Med. 2004;39(6):1187–1193. doi:10.1016/j.ypmed.2004.04.032
   PubMed Web of Science ®Google Scholar
• Lau JT, Kim JH, Tsui HY, et al. Anticipated and current preventive behaviours in response to an anticipated human-to-human H5N1 epidemic in the Hong Kong Chinese general population. BMC Infect Dis. 2007;7(18):18–29. doi:10.1186/1471-2334-7-18
   PubMed Web of Science ®Google Scholar
• Tang CSK, Wong CY. An outbreak of the severe acute respiratory syndrome: predictors of health behaviours and effect of community prevention measures in Hong Kong, China. Am J Public Health. 2003;9(11):1887–1888. doi:10.2105/AJPH.93.11.1887
   Web of Science ®Google Scholar
• Wisman A, Letina S, Thurik R, et al. Hygiene and social distancing as distinct public health related behaviours among university students during the COVID-19 pandemic. Soc Psychol Bull. 2020;1–20.
   Google Scholar
• Cooper WH, Withey MJ. The strong situation hypothesis. Pers Soc Psychol Rev. 2009;13(1):62–72. doi:10.1177/1088868308329378
   PubMed Web of Science ®Google Scholar
• Kuper N, Modersitzki N, Vy Pan L, et al. The situation during the COVID-19 pandemic: a snapshot in Germany. PLoS One. 2021;16(2):Article e0245719. doi:10.1371/journal.pone.0245719
   PubMed Web of Science ®Google Scholar
• Zimbardo PG, Boyd JN. Putting time in perspective: a valid, reliable individual-differences metric. J Pers Soc Psychol. 1999;77(6):1271–1288. doi:10.1037/0022-3514.77.6.1271
   Web of Science ®Google Scholar
• Sobol M, Blachnio A, Przepiórka A. Time of pandemic: temporal perspectives related to compliance with public health regulations concerning the COVID-19 pandemic. Soc Sci Med. 2020;265:113408. doi:10.1016/j.socscimed.2020.113408
   PubMed Web of Science ®Google Scholar