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
Cited by
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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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