The DOI matches its Crossref record; 57 of the 57 references it cites were found in a registry or an index.
Collectivism predicts mask use during COVID-19
Open accessAbstract
Since its outbreak, COVID-19 has impacted world regions differentially. Whereas some regions still record tens of thousands of new infections daily, other regions have contained the virus. What explains these striking regional differences? We advance a cultural psychological perspective on mask usage, a precautionary measure vital for curbing the pandemic. Four large-scale studies provide evidence that collectivism (versus individualism) positively predicts mask usage-both within the United States and across the world. Analyzing a dataset of all 3,141 counties of the 50 US states (based on 248,941 individuals), Study 1a revealed that mask usage was higher in more collectivistic US states. Study 1b replicated this finding in another dataset of 16,737 individuals in the 50 US states. Analyzing a dataset of 367,109 individuals in 29 countries, Study 2 revealed that mask usage was higher in more collectivistic countries. Study 3 replicated this finding in a dataset of 277,219 Facebook users in 67 countries. The link between collectivism and mask usage was robust to a host of control variables, including cultural tightness-looseness, political affiliation, demographics, population density, socioeconomic indicators, universal health coverage, government response stringency, and time. Our research suggests that culture fundamentally shapes how people respond to crises like the COVID-19 pandemic. Understanding cultural differences not only provides insight into the current pandemic, but also helps the world prepare for future crises.
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“Indeed, levels of collectivism were associated with higher intentions to engage in social distancing behaviours and mask wearing during the COVID-19 pandemic [44, 45].”
From Adaptive function and correlates of anxiety during a pandemic (2021) · cites this paper as [45]
Citations
Cites
Culture and the self: Implications for cognition, emotion, and motivation.
Markus, H. R., & Kitayama, S. (1991) · Psychological Review · doi:10.1037/0033-295x.98.2.224 · Cited by 21,995
Individualism and Collectivism
Hayek, F. A. (1976) · Routledge eBooks · doi:10.4324/9780203991718-8 · Cited by 6,060
Rethinking individualism and collectivism: Evaluation of theoretical assumptions and meta-analyses.
Oyserman, D., Coon, H. M., & Kemmelmeier, M. (2002) · Psychological Bulletin · doi:10.1037/0033-2909.128.1.3 · Cited by 5,758
Culture, leadership, and organizations: the GLOBE study of 62 societies
(2005) · Choice Reviews Online · doi:10.5860/choice.42-4132 · Cited by 5,058
Using social and behavioural science to support COVID-19 pandemic response
Bavel, J. J. V., Baicker, K., Boggio, P. S., Capraro, V., Cichocka, A., Cikara, M., Crockett, M. J., Crum, A. J., Douglas, K. M., Druckman, J. N., et al. (2020) · Nature Human Behaviour · doi:10.1038/s41562-020-0884-z · Cited by 4,964 · cited 1×
“To curb the pandemic, it is critical that people prioritize the collective welfare over personal convenience (52, 53).”
BackgroundA global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)
Hale, T., Angrist, N., Goldszmidt, R., Kira, B., Petherick, A., Phillips, T., Webster, S., Cameron-Blake, E., Hallas, L., Majumdar, S., et al. (2021) · Nature Human Behaviour · doi:10.1038/s41562-021-01079-8 · Cited by 4,578
Chu, D. K., Akl, E. A., Duda, S., Solo, K., Yaacoub, S., Schünemann, H. J., Chu, D. K., Akl, E. A., El-harakeh, A., Bognanni, A., et al. (2020) · The Lancet · doi:10.1016/s0140-6736(20)31142-9 · Cited by 3,843
Pundt, A. (2006) · Zeitschrift für Arbeits- und Organisationspsychologie A&O · doi:10.1026/0932-4089.50.3.167 · Cited by 3,747
Differences Between Tight and Loose Cultures: A 33-Nation Study
Gelfand, M. J., Raver, J. L., Nishii, L., Leslie, L. M., Lun, J., Lim, B. C., Duan, L., Almaliach, A., Ang, S., Arnadottir, J., et al. (2011) · Science · doi:10.1126/science.1197754 · Cited by 3,252
Singelis, T. M., Triandis, H. C., Bhawuk, D. P. S., & Gelfand, M. J. (1995) · Cross-Cultural Research · doi:10.1177/106939719502900302 · Cited by 2,324
Insect decline in the Anthropocene: Death by a thousand cuts
Wagner, D. L., Grames, E. M., Forister, M. L., Berenbaum, M. R., & Stopak, D. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2023989118 · Cited by 2,051
Individualism and Collectivism
Triandis, H. C. (2018) · Routledge eBooks · doi:10.4324/9780429499845 · Cited by 1,844
Hofstede, G. H., & Bond, M. H. (1984) · Journal of Cross-Cultural Psychology · doi:10.1177/0022002184015004003 · Cited by 1,649
Cultures and Selves: A Cycle of Mutual Constitution
Markus, H. R., & Kitayama, S. (2010) · Perspectives on Psychological Science · doi:10.1177/1745691610375557 · Cited by 1,625
An evidence review of face masks against COVID-19
Howard, J., Huang, A., Li, Z., Tüfekçi, Z., Ždímal, V., van der Westhuizen, H., von Delft, A., Price, A. I., Fridman, L., Tang, L., et al. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2014564118 · Cited by 1,577
Does culture influence what and how we think? Effects of priming individualism and collectivism.
Oyserman, D., & Lee, S. W. S. (2008) · Psychological Bulletin · doi:10.1037/0033-2909.134.2.311 · Cited by 1,390
Brewer, M. B., & Chen, Y.-R. (2007) · Psychological Review · doi:10.1037/0033-295x.114.1.133 · Cited by 1,200
Oxford COVID-19 Government Response Tracker
Hale, T. N., & Webster, S. (2020) · Cited by 1,184
Pathogen prevalence predicts human cross-cultural variability in individualism/collectivism
Fincher, C. L., Thornhill, R., Murray, D. R., & Schaller, M. (2008) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2008.0094 · Cited by 1,014
Demographic science aids in understanding the spread and fatality rates of COVID-19
Dowd, J. B., Andriano, L., Brazel, D. M., Rotondi, V., Block, P., Ding, X., Liu, Y., & Mills, M. C. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2004911117 · Cited by 905
Patterns of individualism and collectivism across the United States.
Vandello, J. A., & Cohen, D. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.2.279 · Cited by 717
Tightness–looseness across the 50 united states
Harrington, J. R., & Gelfand, M. J. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1317937111 · Cited by 708
Individualism–collectivism and group creativity
Goncalo, J. A., & Staw, B. M. (2006) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2005.11.003 · Cited by 678
A cross-country database of COVID-19 testing
Hasell, J., Mathieu, E., Beltekian, D., Macdonald, B. N. J., Giattino, C., Ortiz-Ospina, E., Roser, M., & Ritchie, H. (2020) · Scientific Data · doi:10.1038/s41597-020-00688-8 · Cited by 661
Culture, Institutions, and the Wealth of Nations
Gorodnichenko, Y., & Roland, G. (2016) · The Review of Economics and Statistics · doi:10.1162/rest_a_00599 · Cited by 636
McCarty, J. A., & Shrum, L. J. (2001) · Journal of Public Policy & Marketing · doi:10.1509/jppm.20.1.93.17291 · Cited by 630
Pfattheicher, S., Nockur, L., BOHM, R. M., Sassenrath, C., & Petersen, M. B. (2020) · Psychological Science · doi:10.1177/0956797620964422 · Cited by 576
Social Class Culture Cycles: How Three Gateway Contexts Shape Selves and Fuel Inequality
Stephens, N. M., Markus, H. R., & Phillips, L. T. (2014) · Annual Review of Psychology · doi:10.1146/annurev-psych-010213-115143 · Cited by 539
The many dimensions of culture
Triandis, H. C. (2004) · Academy of Management Perspectives · doi:10.5465/ame.2004.12689599 · Cited by 491
The Index of Cultural Tightness and Looseness Among 68 Countries
Uz, İ. (2014) · Journal of Cross-Cultural Psychology · doi:10.1177/0022022114563611 · Cited by 371
Zajenkowski, M., Jonason, P. K., Leniarska, M., & Kozakiewicz, Z. (2020) · Personality and Individual Differences · doi:10.1016/j.paid.2020.110199 · Cited by 353
Biddlestone, M., Green, R., & Douglas, K. M. (2020) · British Journal of Social Psychology · doi:10.1111/bjso.12397 · Cited by 330
Ten considerations for effectively managing the COVID-19 transition
Habersaat, K. B., Betsch, C., Danchin, M. H., Sunstein, C. R., BOHM, R. M., Falk, A., Brewer, N. T., Omer, S. B., Scherzer, M., Sah, S., et al. (2020) · Nature Human Behaviour · doi:10.1038/s41562-020-0906-x · Cited by 315
The influence of individualism-collectivism and self-monitoring on conflict styles
Trubisky, P., Ting‐Toomey, S., & Lin, S. (1991) · International Journal of Intercultural Relations · doi:10.1016/0147-1767(91)90074-q · Cited by 305
Social Structure, Infectious Diseases, Disasters, Secularism, and Cultural Change in America
Grossmann, I., & Varnum, M. E. W. (2015) · Psychological Science · doi:10.1177/0956797614563765 · Cited by 299
Chua, R. Y. J., Huang, K. G.-L., & Jin, M. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1815723116 · Cited by 290
Individualism, innovation, and long-run growth
Gorodnichenko, Y., & Roland, G. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1101933108 · Cited by 222
Kim, H. S., Sherman, D. K., & Updegraff, J. A. (2016) · Psychological Science · doi:10.1177/0956797616642596 · Cited by 214
Climato-economic habitats support patterns of human needs, stresses, and freedoms
de Vliert, E. V. (2013) · Behavioral and Brain Sciences · doi:10.1017/s0140525x12002828 · Cited by 209
Collectivism and Corruption in Bank Lending
Zheng, X., Ghoul, S. E., Guedhami, O., & Kwok, C. C. Y. (2013) · Journal of International Business Studies · doi:10.1057/jibs.2013.19 · Cited by 196
Kitayama, S., Conway, L., Pietromonaco, P., Park, H., & Plaut, V. (2010) · American Psychologist · doi:10.1037/a0020277 · Cited by 189
Historically rice-farming societies have tighter social norms in China and worldwide
Talhelm, T., & English, A. S. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1909909117 · Cited by 188
Self-citationChen, Y.-R., Brockner, J., & Katz, T. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.75.6.1490 · Cited by 179
Glaeser, E. L., Gorback, C., & Redding, S. J. (2020) · Journal of Urban Economics · doi:10.1016/j.jue.2020.103292 · Cited by 179
The culture of social comparison
Baldwin, M. W., & Mussweiler, T. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1721555115 · Cited by 152
Regional ambient temperature is associated with human personality
Wei, W., Lu, J. G., Galinsky, A. D., Wu, H., Gosling, S. D., Rentfrow, P. J., Yuan, W., Zhang, Q., Guo, Y., Zhang, M., et al. (2017) · Nature Human Behaviour · doi:10.1038/s41562-017-0240-0 · Cited by 129 · cited 1×
“Because US counties are nested within US states, we conducted multilevel analyses to account for withinstate statistical dependence (42).”
MethodSelf-citationHow Much does COVID-19 Increase with Mobility? Evidence from New York and Four Other U.S. Cities
Glaeser, E. L., Gorback, C., & Redding, S. J. (2020) · National Bureau of Economic Research · doi:10.3386/w27519 · Cited by 128
Xiang, P., Zhang, H., Geng, L., Zhou, K., & Yu-ping, W. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00187 · Cited by 120
Rieger, M. O. (2020) · Asian Journal of Social Health and Behavior · doi:10.4103/shb.shb_23_20 · Cited by 107
Relational Mobility Predicts Faster Spread of COVID-19: A 39-Country Study
Salvador, C. E., Berg, M. K., Yu, Q., Martín, Á. S., & Kitayama, S. (2020) · Psychological Science · doi:10.1177/0956797620958118 · Cited by 87
In the Land of the Free, Interdependent Action Undermines Motivation
Hamedani, M. G., Markus, H. R., & Fu, A. S. (2013) · Psychological Science · doi:10.1177/0956797612452864 · Cited by 62
Creativity and Humor Across Cultures
Lu, J. G., Martin, A. E., Usova, A., & Galinsky, A. D. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-813802-1.00009-0 · Cited by 61
Self-citationNatural Disaster Risk and Collectivism
Oishi, S., & Komiya, A. (2017) · Journal of Cross-Cultural Psychology · doi:10.1177/0022022117719496 · Cited by 52
Markus, H. R. (2017) · Perspectives on Psychological Science · doi:10.1177/1745691617718799 · Cited by 51
Thom, W. (2006) · The Journal of Applied Christian Leadership · Cited by 32
Psychological Science in the Era of Infectious Disease
Kitayama, S. (2020) · APS observer · Cited by 6
Explorations in Creativity Research
(2020) · Elsevier eBooks · doi:10.1016/b978-0-12-816566-9.09001-7 · Cited by 4
Cited by
Sorted by citations
Cultural Psychology: Beyond East and West
Kitayama, S., & Salvador, C. E. (2023) · Annual Review of Psychology · doi:10.1146/annurev-psych-021723-063333 · Cited by 249
Labib, S. M., Browning, M. H. E. M., Rigolon, A., Helbich, M., & James, P. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.155095 · Cited by 178
Cultivating Resilience During the COVID-19 Pandemic: A Socioecological Perspective
Zhang, N., Yang, S., & Jia, P. (2021) · Annual Review of Psychology · doi:10.1146/annurev-psych-030221-031857 · Cited by 145
A synthesis of evidence for policy from behavioural science during COVID-19
Ruggeri, K., Stock, F., Haslam, S. A., Capraro, V., Boggio, P. S., Ellemers, N., Cichocka, A. K., Douglas, K. M., Rand, D. G., van der Linden, S., et al. (2023) · Nature · doi:10.1038/s41586-023-06840-9 · Cited by 121
Beyond collective intelligence: Collective adaptation
Galešić, M., Barkoczi, D., Berdahl, A. M., Biro, D., Carbone, G., Giannoccaro, I., Goldstone, R. L., González, C., Kandler, A., Kao, A. B., et al. (2023) · Journal of The Royal Society Interface · doi:10.1098/rsif.2022.0736 · Cited by 121
Metadata
- Authors
- Lu, J. G., Jin, P., & English, A. S.
- Affiliations
- Massachusetts Institute of Technology (US)
- Shanghai International Studies University (CN)
- Corresponding author
- Lu, Jackson G.
- English, Alexander S.
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2021-05-20
- Volume
- 118
- Issue
- 23
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC8201834
- OpenAlex
- W3160951844
- Cited by
- 342
- References
- 57
- Citations by year
- 2026: 20 · 2025: 49 · 2024: 57 · 2023: 73 · 2022: 118 · 2021: 23
- FWCI
- 67.37
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc)
- Funders
- Massachusetts Institute of Technology
- Topics
- Social Sciences › Psychology › Social Psychology › Cultural Differences and Values
- Social Sciences › Sociology and Political Science › COVID-19 Prevention and Impact
- Physical Sciences › Mathematics › Modeling and Simulation › COVID-19 epidemiological studies
- Keywords
- collectivism, individualism, masking, COVID-19 pandemic, cultural values, cross-national comparison, cultural tightness-looseness, crisis response, cultural psychology, public health behavior
- MeSH terms
- COVID-19, SARS-CoV-2, Humans, Individuality, Masks, Pandemics
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