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Social Structure, Infectious Diseases, Disasters, Secularism, and Cultural Change in America
Abstract
Why do cultures change? The present work examined cultural change in eight cultural-level markers, or correlates, of individualism in the United States, all of which increased over the course of the 20th century: frequency of individualist themes in books, preference for uniqueness in baby naming, frequency of single-child relative to multichild families, frequency of single-generation relative to multigeneration households, percentage of adults and percentage of older adults living alone, small family size, and divorce rates (relative to marriage rates). We tested five key hypotheses regarding cultural change in individualism-collectivism. As predicted by previous theories, changes in socioeconomic structure, pathogen prevalence, and secularism accompanied changes in individualism averaged across all measures. The relationship with changes in individualism was less robust for urbanization. Contrary to previous theories, changes in individualism were positively (as opposed to negatively) related to the frequency of disasters. Time-lagged analyses suggested that only socioeconomic structure had a robust effect on individualism; changes in socioeconomic structure preceded changes in individualism. Implications for anthropology, psychology, and sociology are discussed.
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“This theoretical framework has been confirmed by recent findings in psychology using completely different data.”
From Dimensions and Dynamics of National Culture: Synthesizing Hofstede With Inglehart (2018) · cites this paper as Grossmann & Varnum, 2015
Citations
Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,893
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
Culture's Consequences: International Differences in Work-Related Values
Gladwin, T. N., & Hofstede, G. (1981) · Academy of Management Review · doi:10.2307/257651 · Cited by 20,550
Culture's Consequences: International Differences in Work-Related Values.
Sorge, A. M., & Hofstede, G. (1983) · Administrative Science Quarterly · doi:10.2307/2393017 · Cited by 15,195
The self and social behavior in differing cultural contexts.
Triandis, H. C. (1989) · Psychological Review · doi:10.1037/0033-295x.96.3.506 · Cited by 5,019
Modernization, Cultural Change, and the Persistence of Traditional Values
Inglehart, R., & Baker, W. E. (2000) · American Sociological Review · doi:10.2307/2657288 · Cited by 4,524
The Measurement of Independent and Interdependent Self-Construals
Singelis, T. M. (1994) · Personality and Social Psychology Bulletin · doi:10.1177/0146167294205014 · Cited by 3,605
Automatic Time Series Forecasting: The forecast Package for R
Hyndman, R. J., & Khandakar, Y. (2008) · Journal of Statistical Software · doi:10.18637/jss.v027.i03 · Cited by 3,548
Quantitative Analysis of Culture Using Millions of Digitized Books
Michel, J.-B., Shen, Y. K., Aiden, A. P., Veres, A., Gray, M. K., The Google Books Team, Pickett, J. P., Hoiberg, D., Clancy, D., Norvig, P., et al. (2010) · Science · doi:10.1126/science.1199644 · Cited by 3,235
Chong, D., & Druckman, J. N. (2007) · Annual Review of Political Science · doi:10.1146/annurev.polisci.10.072805.103054 · Cited by 3,071
Research works printed but not linked: 5
- Hobbs F., 2002, Demographic trends in the 20th century
- 10.1177/000312240006500103 · DOI · Paper page
- Pearson Education. (2000–2015). Marriages and divorces, 1900–2009. Retrieved from http://www.infoplease.com/ipa/A0005044.html
- 10.1037/0022-3514.32.6.1119 · DOI
- Triandis H. C., 2009, Understanding culture: Theory, research and applications, 189
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Metadata
- Authors
- Grossmann, I., & Varnum, M. E. W.
- Affiliations
- University of Waterloo (CA)
- Arizona State University (US)
- Corresponding author
- Grossmann, Igor
- Venue
- Psychological Science
- Publisher
- SAGE Publications
- Published
- 2015-02-05
- Volume
- 26
- Issue
- 3
- Pages
- 311-324
- ISSN
- 0956-7976 (ISSN-L)
- 1467-9280
- OpenAlex
- W2073396591
- Cited by
- 299
- References
- 46
- Citations by year
- 2026: 15 · 2025: 20 · 2024: 21 · 2023: 31 · 2022: 55 · 2021: 36 · 2020: 19 · 2019: 22 · 2018: 24 · 2017: 33 · 2016: 10 · 2015: 12
- FWCI
- 43.20
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Science (publishedVersion)
- PubMed (publishedVersion)
- OSF Preprints (OSF Preprints) (submittedVersion)
- Funders
- John Templeton Foundation
- Social Sciences and Humanities Research Council of Canada
- Topics
- Social Sciences › Psychology › Social Psychology › Cultural Differences and Values
- Social Sciences › Development › Culture, Economy, and Development Studies
- Social Sciences › Sociology and Political Science › Modernity and Self-Identity
- Keywords
- cultural change, individualism-collectivism, individualism, socio-economic structure, pathogen prevalence, secularism, disasters, urbanization, single-child families, living alone, divorce rates, family size, baby naming, multigenerational families, United States
- MeSH terms
- Communicable Diseases, Cross-Cultural Comparison, Cultural Evolution, Disasters, Humans, Individuality, Social Behavior, United States, Secularism
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