Skip to main content
Top
Published in: BMC Public Health 1/2022

Open Access 01-12-2022 | COVID-19 | Research

Face mask use during the COVID-19 pandemic: how risk perception, experience with COVID-19, and attitude towards government interact with country-wide policy stringency

Authors: Annelot Wismans, Peter van der Zwan, Karl Wennberg, Ingmar Franken, Jinia Mukerjee, Rui Baptista, Jorge Barrientos Marín, Andrew Burke, Marcus Dejardin, Frank Janssen, Srebrenka Letina, José María Millán, Enrico Santarelli, Olivier Torrès, Roy Thurik

Published in: BMC Public Health | Issue 1/2022

Login to get access

Abstract

Background

During the 2020 COVID-19 pandemic, governments imposed numerous regulations to protect public health, particularly the (mandatory) use of face masks. However, the appropriateness and effectiveness of face mask regulations have been widely discussed, as is apparent from the divergent measures taken across and within countries over time, including mandating, recommending, and discouraging their use. In this study, we analyse how country-level policy stringency and individual-level predictors associate with face mask use during the early stages of the global COVID-19 pandemic.

Method

First, we study how (self and other-related) risk perception, (direct and indirect) experience with COVID-19, attitude towards government and policy stringency shape face mask use. Second, we study whether there is an interaction between policy stringency and the individual-level variables. We conduct multilevel analyses exploiting variation in face mask regulations across countries and using data from approximately 7000 students collected in the beginning of the pandemic (weeks 17 through 19, 2020).

Results

We show that policy stringency is strongly positively associated with face mask use. We find a positive association between self-related risk perception and mask use, but no relationship of mask use with experience with COVID-19 and attitudes towards government. However, in the interaction analyses, we find that government trust and perceived clarity of communication moderate the link between stringency and mask use, with positive government perceptions relating to higher use in countries with regulations and to lower use in countries without regulations.

Conclusions

We highlight that those countries that aim for widespread use of face masks should set strict measures, stress self-related risks of COVID-19, and use clear communication.
Appendix
Available only for authorised users
Footnotes
1
Additional analyses disaggregating the indirect experience with COVID-19 variable into confirmed COVID-19 and “I think I had it” leads to the same results and conclusions. For the direct experience with COVID-19 variable, the number of observations in the confirmed COVID-19 category was too small (n = 17) to conduct reliable sensitivity analyses.
 
2
We conducted robustness analyses using alternative calculations for the face mask policy stringency variable (taking the index average of the same period but then a) including the 14 days before the survey period; and b) including the two months before the survey period). These analyses led to similar results and conclusions. The categorization of the countries using the alternative stringency variables remains identical.
 
Literature
2.
go back to reference Sebhatu A, Wennberg K, Arora-Jonsson S, Lindberg SI. Explaining the homogeneous diffusion of COVID-19 nonpharmaceutical interventions across heterogeneous countries. Proc Natl Acad Sci. 2020;117:21201–8.PubMedPubMedCentralCrossRef Sebhatu A, Wennberg K, Arora-Jonsson S, Lindberg SI. Explaining the homogeneous diffusion of COVID-19 nonpharmaceutical interventions across heterogeneous countries. Proc Natl Acad Sci. 2020;117:21201–8.PubMedPubMedCentralCrossRef
3.
go back to reference Lazzarino AI, Steptoe A, Hamer M, Michie S. Covid-19: Important potential side effects of wearing face masks that we should bear in mind. BMJ. 2020;369:m2003.PubMedCrossRef Lazzarino AI, Steptoe A, Hamer M, Michie S. Covid-19: Important potential side effects of wearing face masks that we should bear in mind. BMJ. 2020;369:m2003.PubMedCrossRef
4.
go back to reference Yan Y, Bayham J, Richter A, Fenichel EP. Risk compensation and face mask mandates during the COVID-19 pandemic. Sci Rep. 2021;11:1–11. Yan Y, Bayham J, Richter A, Fenichel EP. Risk compensation and face mask mandates during the COVID-19 pandemic. Sci Rep. 2021;11:1–11.
5.
go back to reference Chu DK, Akl EA, Duda S, Solo K, Yaacoub S, Schünemann HJ, et al. Physical distancing, face masks, and eye protection to prevent person-to-person transmission of SARS-CoV-2 and COVID-19: a systematic review and meta-analysis. Lancet. 2020;395:1973–87.PubMedPubMedCentralCrossRef Chu DK, Akl EA, Duda S, Solo K, Yaacoub S, Schünemann HJ, et al. Physical distancing, face masks, and eye protection to prevent person-to-person transmission of SARS-CoV-2 and COVID-19: a systematic review and meta-analysis. Lancet. 2020;395:1973–87.PubMedPubMedCentralCrossRef
6.
go back to reference Eikenberry SE, Mancuso M, Iboi E, Phan T, Eikenberry K, Kuang Y, et al. To mask or not to mask: Modeling the potential for face mask use by the general public to curtail the COVID-19 pandemic. Infect Dis Model. 2020;5:293–308.PubMedPubMedCentral Eikenberry SE, Mancuso M, Iboi E, Phan T, Eikenberry K, Kuang Y, et al. To mask or not to mask: Modeling the potential for face mask use by the general public to curtail the COVID-19 pandemic. Infect Dis Model. 2020;5:293–308.PubMedPubMedCentral
7.
go back to reference Lyu W, Wehby GL. Community Use Of Face Masks And COVID-19: Evidence From A Natural Experiment Of State Mandates In The US: Study examines impact on COVID-19 growth rates associated with state government mandates requiring face mask use in public. Health Aff. 2020;39:1419–25.CrossRef Lyu W, Wehby GL. Community Use Of Face Masks And COVID-19: Evidence From A Natural Experiment Of State Mandates In The US: Study examines impact on COVID-19 growth rates associated with state government mandates requiring face mask use in public. Health Aff. 2020;39:1419–25.CrossRef
9.
go back to reference Wei J, Guo S, Long E, Zhang L, Shu B, Guo L. Why does the spread of COVID-19 vary greatly in different countries? Revealing the efficacy of face masks in epidemic prevention. Epidemiol Infect. 2021;149:e24.PubMedCrossRef Wei J, Guo S, Long E, Zhang L, Shu B, Guo L. Why does the spread of COVID-19 vary greatly in different countries? Revealing the efficacy of face masks in epidemic prevention. Epidemiol Infect. 2021;149:e24.PubMedCrossRef
11.
go back to reference Betsch C, Korn L, Sprengholz P, Felgendreff L, Eitze S, Schmid P, et al. Social and behavioral consequences of mask policies during the COVID-19 pandemic. Proc Natl Acad Sci. 2020;117:21851–3.PubMedPubMedCentralCrossRef Betsch C, Korn L, Sprengholz P, Felgendreff L, Eitze S, Schmid P, et al. Social and behavioral consequences of mask policies during the COVID-19 pandemic. Proc Natl Acad Sci. 2020;117:21851–3.PubMedPubMedCentralCrossRef
12.
go back to reference MacIntyre CR, Nguyen P-Y, Chughtai AA, Trent M, Gerber B, Steinhofel K, et al. Mask use, risk-mitigation behaviours and pandemic fatigue during the COVID-19 pandemic in five cities in Australia, the UK and USA: A cross-sectional survey. Int J Infect Dis. 2021;106:199–207.PubMedPubMedCentralCrossRef MacIntyre CR, Nguyen P-Y, Chughtai AA, Trent M, Gerber B, Steinhofel K, et al. Mask use, risk-mitigation behaviours and pandemic fatigue during the COVID-19 pandemic in five cities in Australia, the UK and USA: A cross-sectional survey. Int J Infect Dis. 2021;106:199–207.PubMedPubMedCentralCrossRef
13.
go back to reference French JR, Raven B. The bases of social power. Classics of Organization Theory. 1959;7:311–20. French JR, Raven B. The bases of social power. Classics of Organization Theory. 1959;7:311–20.
14.
go back to reference Milgram S. Obedience to authority: An experimental view. New York: Harper & Row; 1974. Milgram S. Obedience to authority: An experimental view. New York: Harper & Row; 1974.
15.
go back to reference Sunstein CR. On the expressive function of law. Univ Pa Law Rev. 1996;144:2021–53.CrossRef Sunstein CR. On the expressive function of law. Univ Pa Law Rev. 1996;144:2021–53.CrossRef
16.
go back to reference Sunstein CR. The meaning of masks. J Behav Exp Econ. 2020;4:5–8. Sunstein CR. The meaning of masks. J Behav Exp Econ. 2020;4:5–8.
17.
go back to reference Barile JP, Guerin RJ, Fisher KA, Tian LH, Okun AH, van den Esschert KL, et al. Theory-based behavioral predictors of self-reported use of face coverings in public settings during the COVID-19 Pandemic in the United States. Ann Behav Med. 2021;55:82–8.PubMedCrossRef Barile JP, Guerin RJ, Fisher KA, Tian LH, Okun AH, van den Esschert KL, et al. Theory-based behavioral predictors of self-reported use of face coverings in public settings during the COVID-19 Pandemic in the United States. Ann Behav Med. 2021;55:82–8.PubMedCrossRef
18.
go back to reference Yan Y, Malik AA, Bayham J, Fenichel EP, Couzens C, Omer SB. Measuring voluntary and policy-induced social distancing behavior during the COVID-19 pandemic. Proc Natl Acad Sci. 2021;118:e2008814118.PubMedPubMedCentralCrossRef Yan Y, Malik AA, Bayham J, Fenichel EP, Couzens C, Omer SB. Measuring voluntary and policy-induced social distancing behavior during the COVID-19 pandemic. Proc Natl Acad Sci. 2021;118:e2008814118.PubMedPubMedCentralCrossRef
19.
go back to reference Haischer MH, Beilfuss R, Hart MR, Opielinski L, Wrucke D, Zirgaitis G, et al. Who is wearing a mask? Gender-, age-, and location-related differences during the COVID-19 pandemic. PLoS One. 2020;15:e0240785.PubMedPubMedCentralCrossRef Haischer MH, Beilfuss R, Hart MR, Opielinski L, Wrucke D, Zirgaitis G, et al. Who is wearing a mask? Gender-, age-, and location-related differences during the COVID-19 pandemic. PLoS One. 2020;15:e0240785.PubMedPubMedCentralCrossRef
20.
go back to reference Zimmermann BM, Eichinger J, Schönweitz F, Buyx A. Face mask uptake in the absence of mandates during the COVID-19 pandemic: a qualitative interview study with Swiss residents. BMC Public Health. 2021;21:2171.PubMedPubMedCentralCrossRef Zimmermann BM, Eichinger J, Schönweitz F, Buyx A. Face mask uptake in the absence of mandates during the COVID-19 pandemic: a qualitative interview study with Swiss residents. BMC Public Health. 2021;21:2171.PubMedPubMedCentralCrossRef
21.
go back to reference Marien S, Hooghe M. Does political trust matter? An empirical investigation into the relation between political trust and support for law compliance. Eur J Polit Res. 2011;50:267–91.CrossRef Marien S, Hooghe M. Does political trust matter? An empirical investigation into the relation between political trust and support for law compliance. Eur J Polit Res. 2011;50:267–91.CrossRef
22.
go back to reference Bratspies RM. Regulatory trust. Arizona Law. Review. 2009;51:575. Bratspies RM. Regulatory trust. Arizona Law. Review. 2009;51:575.
23.
go back to reference Nivette A, Ribeaud D, Murray A, Steinhoff A, Bechtiger L, Hepp U, et al. Non-compliance with COVID-19-related public health measures among young adults in Switzerland: Insights from a longitudinal cohort study. Soc Sci Med. 2021;268:113370.PubMedCrossRef Nivette A, Ribeaud D, Murray A, Steinhoff A, Bechtiger L, Hepp U, et al. Non-compliance with COVID-19-related public health measures among young adults in Switzerland: Insights from a longitudinal cohort study. Soc Sci Med. 2021;268:113370.PubMedCrossRef
24.
go back to reference Desclaux A, Badji D, Ndione AG, Sow K. Accepted monitoring or endured quarantine? Ebola contacts’ perceptions in Senegal. Soc Sci Med. 2017;178:38–45.PubMedCrossRef Desclaux A, Badji D, Ndione AG, Sow K. Accepted monitoring or endured quarantine? Ebola contacts’ perceptions in Senegal. Soc Sci Med. 2017;178:38–45.PubMedCrossRef
25.
go back to reference van der Weerd W, Timmermans DRM, Beaujean DJMA, Oudhoff J, van Steenbergen JE. Monitoring the level of government trust, risk perception and intention of the general public to adopt protective measures during the influenza A (H1N1) pandemic in the Netherlands. BMC Public Health. 2011;11:575.PubMedPubMedCentralCrossRef van der Weerd W, Timmermans DRM, Beaujean DJMA, Oudhoff J, van Steenbergen JE. Monitoring the level of government trust, risk perception and intention of the general public to adopt protective measures during the influenza A (H1N1) pandemic in the Netherlands. BMC Public Health. 2011;11:575.PubMedPubMedCentralCrossRef
26.
go back to reference White RO, Eden S, Wallston KA, Kripalani S, Barto S, Shintani A, et al. Health communication, self-care, and treatment satisfaction among low-income diabetes patients in a public health setting. Patient Educ Couns. 2015;98:144–9.PubMedCrossRef White RO, Eden S, Wallston KA, Kripalani S, Barto S, Shintani A, et al. Health communication, self-care, and treatment satisfaction among low-income diabetes patients in a public health setting. Patient Educ Couns. 2015;98:144–9.PubMedCrossRef
27.
go back to reference Ngoh LN. Health literacy: a barrier to pharmacist–patient communication and medication adherence. J Am Pharm Assoc. 2009;49:e132–49.CrossRef Ngoh LN. Health literacy: a barrier to pharmacist–patient communication and medication adherence. J Am Pharm Assoc. 2009;49:e132–49.CrossRef
28.
go back to reference Williams SN, Armitage CJ, Tampe T, Dienes K. Public perceptions and experiences of social distancing and social isolation during the COVID-19 pandemic: A UK-based focus group study. BMJ Open. 2020;10:e039334.PubMedCrossRef Williams SN, Armitage CJ, Tampe T, Dienes K. Public perceptions and experiences of social distancing and social isolation during the COVID-19 pandemic: A UK-based focus group study. BMJ Open. 2020;10:e039334.PubMedCrossRef
29.
go back to reference Gallotti R, Valle F, Castaldo N, Sacco P, de Domenico M. Assessing the risks of ‘infodemics’ in response to COVID-19 epidemics. Nat Hum Behav. 2020;4:1285–93.PubMedCrossRef Gallotti R, Valle F, Castaldo N, Sacco P, de Domenico M. Assessing the risks of ‘infodemics’ in response to COVID-19 epidemics. Nat Hum Behav. 2020;4:1285–93.PubMedCrossRef
31.
go back to reference Rubin GJ, Amlôt R, Page L, Wessely S. Public perceptions, anxiety, and behaviour change in relation to the swine flu outbreak: cross sectional telephone survey. BMJ. 2009;339:b2651.PubMedPubMedCentralCrossRef Rubin GJ, Amlôt R, Page L, Wessely S. Public perceptions, anxiety, and behaviour change in relation to the swine flu outbreak: cross sectional telephone survey. BMJ. 2009;339:b2651.PubMedPubMedCentralCrossRef
32.
go back to reference Bechard LE, Bergelt M, Neudorf B, DeSouza TC, Middleton LE. Using the Health Belief Model to Understand Age Differences in Perceptions and Responses to the COVID-19 Pandemic. Front Psychol. 2021;12:1216.CrossRef Bechard LE, Bergelt M, Neudorf B, DeSouza TC, Middleton LE. Using the Health Belief Model to Understand Age Differences in Perceptions and Responses to the COVID-19 Pandemic. Front Psychol. 2021;12:1216.CrossRef
33.
go back to reference Wise T, Zbozinek TD, Michelini G, Hagan CC, Mobbs D. Changes in risk perception and self-reported protective behaviour during the first week of the COVID-19 pandemic in the United States. R Soc Open Sci. 2020;7:200742.PubMedPubMedCentralCrossRef Wise T, Zbozinek TD, Michelini G, Hagan CC, Mobbs D. Changes in risk perception and self-reported protective behaviour during the first week of the COVID-19 pandemic in the United States. R Soc Open Sci. 2020;7:200742.PubMedPubMedCentralCrossRef
34.
go back to reference Becker MH. The health belief model and sick role behavior. Health Educ Monogr. 1974;2:409–19.CrossRef Becker MH. The health belief model and sick role behavior. Health Educ Monogr. 1974;2:409–19.CrossRef
35.
go back to reference Siegrist M, Bearth A. Worldviews, trust, and risk perceptions shape public acceptance of COVID-19 public health measures. Proc Natl Acad Sci. 2021;118:e2100411118.PubMedPubMedCentralCrossRef Siegrist M, Bearth A. Worldviews, trust, and risk perceptions shape public acceptance of COVID-19 public health measures. Proc Natl Acad Sci. 2021;118:e2100411118.PubMedPubMedCentralCrossRef
36.
go back to reference Pfattheicher S, Nockur L, Böhm R, Sassenrath C, Petersen MB. The emotional path to action: Empathy promotes physical distancing and wearing of face masks during the COVID-19 pandemic. Psychol Sci. 2020;31:1363–73.PubMedCrossRef Pfattheicher S, Nockur L, Böhm R, Sassenrath C, Petersen MB. The emotional path to action: Empathy promotes physical distancing and wearing of face masks during the COVID-19 pandemic. Psychol Sci. 2020;31:1363–73.PubMedCrossRef
37.
go back to reference Franzen A, Wöhner F. Coronavirus risk perception and compliance with social distancing measures in a sample of young adults: Evidence from Switzerland. PLoS One. 2021;16:e0247447.PubMedPubMedCentralCrossRef Franzen A, Wöhner F. Coronavirus risk perception and compliance with social distancing measures in a sample of young adults: Evidence from Switzerland. PLoS One. 2021;16:e0247447.PubMedPubMedCentralCrossRef
38.
go back to reference Wismans A, Letina S, Wennberg K, Thurik R, Baptista R, Burke A, et al. The role of impulsivity and delay discounting in student compliance with COVID-19 protective measures. Personal Individ Differ. 2021;179:110925.CrossRef Wismans A, Letina S, Wennberg K, Thurik R, Baptista R, Burke A, et al. The role of impulsivity and delay discounting in student compliance with COVID-19 protective measures. Personal Individ Differ. 2021;179:110925.CrossRef
39.
go back to reference Nowak B, Brzóska P, Piotrowski J, Sedikides C, Żemojtel-Piotrowska M, Jonason PK. Adaptive and maladaptive behavior during the COVID-19 pandemic: The roles of Dark Triad traits, collective narcissism, and health beliefs. Personal Individ Differ. 2020;167:110232.CrossRef Nowak B, Brzóska P, Piotrowski J, Sedikides C, Żemojtel-Piotrowska M, Jonason PK. Adaptive and maladaptive behavior during the COVID-19 pandemic: The roles of Dark Triad traits, collective narcissism, and health beliefs. Personal Individ Differ. 2020;167:110232.CrossRef
40.
go back to reference Miguel FK, Machado GM, Pianowski G, de Francisco CL. Compliance with containment measures to the COVID-19 pandemic over time: Do antisocial traits matter? Personal Individ Differ. 2021;168:110346.CrossRef Miguel FK, Machado GM, Pianowski G, de Francisco CL. Compliance with containment measures to the COVID-19 pandemic over time: Do antisocial traits matter? Personal Individ Differ. 2021;168:110346.CrossRef
41.
go back to reference Asri A, Asri V, Renerte B, Föllmi-Heusi F, Leuppi JD, Muser J, et al. Wearing a mask—For yourself or for others? Behavioral correlates of mask wearing among COVID-19 frontline workers. PLoS One. 2021;16:e0253621.PubMedPubMedCentralCrossRef Asri A, Asri V, Renerte B, Föllmi-Heusi F, Leuppi JD, Muser J, et al. Wearing a mask—For yourself or for others? Behavioral correlates of mask wearing among COVID-19 frontline workers. PLoS One. 2021;16:e0253621.PubMedPubMedCentralCrossRef
42.
go back to reference Broomell SB, Budescu D, v, Por H-H. Personal experience with climate change predicts intentions to act. Glob Environ Chang. 2015;32:67–73.CrossRef Broomell SB, Budescu D, v, Por H-H. Personal experience with climate change predicts intentions to act. Glob Environ Chang. 2015;32:67–73.CrossRef
43.
go back to reference Leventhal H, Diefenbach M, Leventhal EA. Illness cognition: Using common sense to understand treatment adherence and affect cognition interactions. Cognit Ther Res. 1992;16:143–63.CrossRef Leventhal H, Diefenbach M, Leventhal EA. Illness cognition: Using common sense to understand treatment adherence and affect cognition interactions. Cognit Ther Res. 1992;16:143–63.CrossRef
44.
go back to reference Regan DT, Fazio R. On the consistency between attitudes and behavior: Look to the method of attitude formation. J Exp Soc Psychol. 1977;13:28–45.CrossRef Regan DT, Fazio R. On the consistency between attitudes and behavior: Look to the method of attitude formation. J Exp Soc Psychol. 1977;13:28–45.CrossRef
45.
go back to reference Millar MG, Millar KU. The effects of direct and indirect experience on affective and cognitive responses and the attitude–behavior relation. J Exp Soc Psychol. 1996;32:561–79.PubMedCrossRef Millar MG, Millar KU. The effects of direct and indirect experience on affective and cognitive responses and the attitude–behavior relation. J Exp Soc Psychol. 1996;32:561–79.PubMedCrossRef
46.
go back to reference Shahrabani S, Benzion U. How Experience Shapes Health Beliefs: The Case of Influenza Vaccination. Health Educ Behav. 2012;39:612–9.PubMedCrossRef Shahrabani S, Benzion U. How Experience Shapes Health Beliefs: The Case of Influenza Vaccination. Health Educ Behav. 2012;39:612–9.PubMedCrossRef
47.
go back to reference Jernigan JC, Trauth JM, Neal-Ferguson D, Cartier-Ulrich C. Factors that influence cancer screening in older African American men and women: focus group findings. Fam Community Health. 2001;24:27–33.PubMedCrossRef Jernigan JC, Trauth JM, Neal-Ferguson D, Cartier-Ulrich C. Factors that influence cancer screening in older African American men and women: focus group findings. Fam Community Health. 2001;24:27–33.PubMedCrossRef
48.
go back to reference Macintyre K, Brown L, Sosler S. “It’s Not What You Know, But Who You Knew”: Examining the Relationship Between Behavior Change and AIDS Mortality in Africa. AIDS Educ Prev. 2001;13:160–74.PubMedCrossRef Macintyre K, Brown L, Sosler S. “It’s Not What You Know, But Who You Knew”: Examining the Relationship Between Behavior Change and AIDS Mortality in Africa. AIDS Educ Prev. 2001;13:160–74.PubMedCrossRef
49.
go back to reference Dempsey AF, Zimet GD, Davis RL, Koutsky L. Factors that are associated with parental acceptance of human papillomavirus vaccines: a randomized intervention study of written information about HPV. Pediatrics. 2006;117:1486–93.PubMedCrossRef Dempsey AF, Zimet GD, Davis RL, Koutsky L. Factors that are associated with parental acceptance of human papillomavirus vaccines: a randomized intervention study of written information about HPV. Pediatrics. 2006;117:1486–93.PubMedCrossRef
50.
go back to reference Cherry TL, James AG, Murphy J. The impact of public health messaging and personal experience on the acceptance of mask wearing during the COVID-19 pandemic. J Econ Behav Organ. 2021;187:415–30.PubMedPubMedCentralCrossRef Cherry TL, James AG, Murphy J. The impact of public health messaging and personal experience on the acceptance of mask wearing during the COVID-19 pandemic. J Econ Behav Organ. 2021;187:415–30.PubMedPubMedCentralCrossRef
51.
go back to reference Cai G, Lin Y, Lu Y, He F, Morita K, Yamamoto T, et al. Behavioural responses and anxiety symptoms during the coronavirus disease 2019 (COVID-19) pandemic in Japan: A large scale cross-sectional study. J Psychiatr Res. 2021;136:296–305.PubMedPubMedCentralCrossRef Cai G, Lin Y, Lu Y, He F, Morita K, Yamamoto T, et al. Behavioural responses and anxiety symptoms during the coronavirus disease 2019 (COVID-19) pandemic in Japan: A large scale cross-sectional study. J Psychiatr Res. 2021;136:296–305.PubMedPubMedCentralCrossRef
52.
go back to reference Pak A, McBryde E, Adegboye OA. Does high public trust amplify compliance with stringent COVID-19 government health guidelines? A multi-country analysis using data from 102,627 individuals. Risk Manag. Healthc. Policy. 2021;14:293.PubMedPubMedCentralCrossRef Pak A, McBryde E, Adegboye OA. Does high public trust amplify compliance with stringent COVID-19 government health guidelines? A multi-country analysis using data from 102,627 individuals. Risk Manag. Healthc. Policy. 2021;14:293.PubMedPubMedCentralCrossRef
53.
go back to reference Meyer RD, Dalal RS, Hermida R. A review and synthesis of situational strength in the organizational sciences. Journal of Management. 2010;36:121–40.CrossRef Meyer RD, Dalal RS, Hermida R. A review and synthesis of situational strength in the organizational sciences. Journal of Management. 2010;36:121–40.CrossRef
54.
go back to reference Snyder M, Ickes W. Personality and social behavior. Handbook of Social Psychology. 1985;2:883–947. Snyder M, Ickes W. Personality and social behavior. Handbook of Social Psychology. 1985;2:883–947.
55.
56.
go back to reference Judge TA, Zapata CP. The person–situation debate revisited: Effect of situation strength and trait activation on the validity of the Big Five personality traits in predicting job performance. Acad Manage J. 2015;58:1149–79.CrossRef Judge TA, Zapata CP. The person–situation debate revisited: Effect of situation strength and trait activation on the validity of the Big Five personality traits in predicting job performance. Acad Manage J. 2015;58:1149–79.CrossRef
57.
go back to reference Wismans A, Letina S, Thurik R, Wennberg K, Franken I, Baptista 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;15:1–26.CrossRef Wismans A, Letina S, Thurik R, Wennberg K, Franken I, Baptista 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;15:1–26.CrossRef
58.
go back to reference Wismans A, Thurik R, Baptista R, Dejardin M, Janssen F, Franken I. Psychological characteristics and the mediating role of the 5C Model in explaining students’ COVID-19 vaccination intention. PLoS One. 2021;16:e0255382.PubMedPubMedCentralCrossRef Wismans A, Thurik R, Baptista R, Dejardin M, Janssen F, Franken I. Psychological characteristics and the mediating role of the 5C Model in explaining students’ COVID-19 vaccination intention. PLoS One. 2021;16:e0255382.PubMedPubMedCentralCrossRef
59.
go back to reference Hale T, Angrist N, Goldszmidt R, Kira B, Petherick A, Phillips T, et al. A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker). Nat Hum Behav. 2021;5:529–38.PubMedCrossRef Hale T, Angrist N, Goldszmidt R, Kira B, Petherick A, Phillips T, et al. A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker). Nat Hum Behav. 2021;5:529–38.PubMedCrossRef
60.
go back to reference Galasso V, Pons V, Profeta P, Becher M, Brouard S, Foucault M. Gender differences in COVID-19 attitudes and behavior: Panel evidence from eight countries. Proc Natl Acad Sci. 2020;117:27285–91.PubMedPubMedCentralCrossRef Galasso V, Pons V, Profeta P, Becher M, Brouard S, Foucault M. Gender differences in COVID-19 attitudes and behavior: Panel evidence from eight countries. Proc Natl Acad Sci. 2020;117:27285–91.PubMedPubMedCentralCrossRef
61.
go back to reference Hox JJ, Moerbeek M, van de Schoot R. Multilevel analysis: Techniques and applications: Routledge; 2017.CrossRef Hox JJ, Moerbeek M, van de Schoot R. Multilevel analysis: Techniques and applications: Routledge; 2017.CrossRef
62.
go back to reference McNeish D. Small sample methods for multilevel modeling: A colloquial elucidation of REML and the Kenward-Roger correction. Multivar Behav Res. 2017;52:661–70.CrossRef McNeish D. Small sample methods for multilevel modeling: A colloquial elucidation of REML and the Kenward-Roger correction. Multivar Behav Res. 2017;52:661–70.CrossRef
63.
go back to reference Elff M, Heisig JP, Schaeffer M, Shikano S. Multilevel analysis with few clusters: improving likelihood-based methods to provide unbiased estimates and accurate inference. Br. J. Political Sci. 2021;51:412–26.CrossRef Elff M, Heisig JP, Schaeffer M, Shikano S. Multilevel analysis with few clusters: improving likelihood-based methods to provide unbiased estimates and accurate inference. Br. J. Political Sci. 2021;51:412–26.CrossRef
64.
go back to reference Snijders TAB, Bosker RJ. Multilevel analysis: An introduction to basic and advanced multilevel modeling. SAGE; 2011. Snijders TAB, Bosker RJ. Multilevel analysis: An introduction to basic and advanced multilevel modeling. SAGE; 2011.
65.
go back to reference van der Linden C, Savoie J. Does collective interest or self-interest motivate mask usage as a preventive measure against COVID-19? Can. J. Political Sci. 2020;53:391–7.CrossRef van der Linden C, Savoie J. Does collective interest or self-interest motivate mask usage as a preventive measure against COVID-19? Can. J. Political Sci. 2020;53:391–7.CrossRef
66.
go back to reference Cialdini RB, Goldstein NJ. Social influence: Compliance and conformity. Annu Rev Psychol. 2004;55:591–621.PubMedCrossRef Cialdini RB, Goldstein NJ. Social influence: Compliance and conformity. Annu Rev Psychol. 2004;55:591–621.PubMedCrossRef
67.
go back to reference Cialdini RB. Descriptive social norms as underappreciated sources of social control. Psychometrika. 2007;72:263–8.CrossRef Cialdini RB. Descriptive social norms as underappreciated sources of social control. Psychometrika. 2007;72:263–8.CrossRef
68.
go back to reference Prince SA, Adamo KB, Hamel ME, Hardt J, Gorber SC, Tremblay M. A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic review. Int J Behav Nutr Phys Act. 2008;5:1–24.CrossRef Prince SA, Adamo KB, Hamel ME, Hardt J, Gorber SC, Tremblay M. A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic review. Int J Behav Nutr Phys Act. 2008;5:1–24.CrossRef
69.
go back to reference Short ME, Goetzel RZ, Pei X, Tabrizi MJ, Ozminkowski RJ, Gibson TB, et al. How accurate are self-reports? An analysis of self-reported healthcare utilization and absence when compared to administrative data. J Occup Environ Med. 2009;51:786.PubMedPubMedCentralCrossRef Short ME, Goetzel RZ, Pei X, Tabrizi MJ, Ozminkowski RJ, Gibson TB, et al. How accurate are self-reports? An analysis of self-reported healthcare utilization and absence when compared to administrative data. J Occup Environ Med. 2009;51:786.PubMedPubMedCentralCrossRef
70.
go back to reference Petherick A, Goldszmidt R, Andrade EB, Furst R, Hale T, Pott A, et al. A worldwide assessment of changes in adherence to COVID-19 protective behaviours and hypothesized pandemic fatigue. Nat Hum Behav. 2021;5:1145–60.PubMedCrossRef Petherick A, Goldszmidt R, Andrade EB, Furst R, Hale T, Pott A, et al. A worldwide assessment of changes in adherence to COVID-19 protective behaviours and hypothesized pandemic fatigue. Nat Hum Behav. 2021;5:1145–60.PubMedCrossRef
71.
go back to reference Bish A, Michie S. Demographic and attitudinal determinants of protective behaviours during a pandemic: A review. Br J Health Psychol. 2010;15:797–824.PubMedPubMedCentralCrossRef Bish A, Michie S. Demographic and attitudinal determinants of protective behaviours during a pandemic: A review. Br J Health Psychol. 2010;15:797–824.PubMedPubMedCentralCrossRef
72.
go back to reference Howard J, Huang A, Li Z, Tufekci Z, Zdimal V, van der Westhuizen H-M, et al. An evidence review of face masks against COVID-19. Proc Natl Acad Sci. 2021;118:e2014564118.PubMedPubMedCentralCrossRef Howard J, Huang A, Li Z, Tufekci Z, Zdimal V, van der Westhuizen H-M, et al. An evidence review of face masks against COVID-19. Proc Natl Acad Sci. 2021;118:e2014564118.PubMedPubMedCentralCrossRef
Metadata
Title
Face mask use during the COVID-19 pandemic: how risk perception, experience with COVID-19, and attitude towards government interact with country-wide policy stringency
Authors
Annelot Wismans
Peter van der Zwan
Karl Wennberg
Ingmar Franken
Jinia Mukerjee
Rui Baptista
Jorge Barrientos Marín
Andrew Burke
Marcus Dejardin
Frank Janssen
Srebrenka Letina
José María Millán
Enrico Santarelli
Olivier Torrès
Roy Thurik
Publication date
01-12-2022
Publisher
BioMed Central
Keyword
COVID-19
Published in
BMC Public Health / Issue 1/2022
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-022-13632-9

Other articles of this Issue 1/2022

BMC Public Health 1/2022 Go to the issue