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First published online June 8, 2016

Examining Variability in Values Attributed to Culture: Using Personality as a Relative Benchmark

Abstract

Prior work examining the role of cultural groupings (i.e., national membership) on personal values showed small to moderate amounts of variability attributable to culture, refuting the idea that culture determines values. We extend this research by examining the proportion of variance in values that could be explained by cultural membership. Because there is no definitive level of proportion of variance that would lead to a conclusion that values are culturally determined, personality, which is arguably not culturally determined, was used as a relative benchmark. Language groups were used as an alternate conception of cultural groupings. A large data set of 144,857 workers from across 31 major language groups revealed that language groups explained a significant and non-negligible amount of variance in personal value dimensions (7%-17%). Nevertheless, this was not significantly larger than any single personality dimension (3%-12%). In other words, our data failed to support the notion that personal values are strongly determined by cultural groupings compared with personality.

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References

Aguinis H., Gottfredson R. K., Culpepper S. A. (2013). Best-practice recommendations for estimating cross-level interaction effects using multilevel modeling. Journal of Management, 39, 1490-1528.
Allik J. (2005). Personality dimensions across cultures. Journal of Personality Disorders, 19, 212-232.
Allik J., McCrae R. R. (2004). Toward a geography of personality traits: Patterns of profiles across 36 cultures. Journal of Cross-Cultural Psychology, 35, 13-28.
Berry J. W., Poortinga Y. H., Segall M. H., Dasen P. R. (2002). Cross-cultural psychology: Research and applications (2nd ed.). Cambridge, UK: Cambridge University Press.
Bliese P. D. (2000). Within-group agreement, non-independence and reliability: Implications for data aggregation and analysis. In Klein J. K., Kozlowski S. W. J. (Eds.), Multilevel theory, research and methods in organizations: Foundations, extensions, and new directions (pp. 349-381). San Francisco, CA: Jossey Bass.
Bouchard T. J. (1994). Genes, environment, and personality. Science, New Series, 264, 1700-1701.
Bryk A. S., Raudenbush S. W. (1992). Hierarchical linear models: Applications and data analysis methods. Newbury Park, CA: Sage.
Chiu C. (2001). Language and culture. Online Readings in Psychology and Culture, 4(2).
Cohen A. B. (2009). Many forms of culture. American Psychologist, 64, 194-204.
Cohen A. B. (2010). Just how many forms of culture are there? American Psychologist, 65, 59-61.
Cohen J. (1992). A power primer. Psychological Bulletin, 112, 155-159. Retrieved from http://psycnet.apa.org/journals/bul/112/1/155/
Fischer R. (2006). Congruence and functions of personal and cultural values: Do my values reflect my culture’s values? Personality and Social Psychology Bulletin, 32, 1419-1431.
Fischer R. (2012). Intersubjective culture: Indeed intersubjective or yet another form of subjective assessment? Swiss Journal of Psychology, 71, 13-20.
Fischer R., Schwartz S. H. (2011). Whence differences in value priorities? Individual, cultural, or artifactual sources. Journal of Cross-Cultural Psychology, 42, 1127-1144.
Gelman A., Hill J. (2007). Data analysis using regression and multilevel/hierarchical models. New York, NY: Cambridge University Press.
Giberson T. R., Resick C. J., Dickson M. W. (2005). Embedding leader characteristics: An examination of homogeneity of personality and values in organizations. Journal of Applied Psychology, 90, 1002-1010.
Hedges L. V., Hedberg E. C. (2007). Intraclass correlation values for planning group-randomized trials in education. Educational Evaluation and Policy Analysis, 29, 60-87.
Heine S. J., Buchtel E. E. (2009). Personality: The universal and the culturally specific. Annual Review of Psychology, 60, 369-394.
Heine S. J., Buchtel E. E., Norenzayan A. (2008). What do cross-national comparisons of personality traits tell us? The case of conscientiousness. Psychological Science, 19, 309-313.
Hofstede G. (1980). Culture’s consequences: International differences in work-related values. Beverly Hills, CA: Sage.
Hofstede G. (1984). Culture’s consequences: International differences in work-related values. Newbury Park, CA: Sage.
Hogan J., Hogan R. (1996). Motives, values, preferences inventory manual. Tulsa, OK: Hogan Assessment Systems.
Hogan R., Hogan J. (1992). Hogan personality inventory manual. Tulsa, OK: Hogan Assessment Systems.
Jang K. L., Livesley W. J., Vernon P. A. (1996). Heritability of the Big Five personality dimensions and their facets: A twin study. Journal of Personality, 64, 577-591. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/8776880
Kahn J. H. (2011). Multilevel modeling: Overview and applications to research in counseling psychology. Journal of Counseling Psychology, 58, 257-271.
Knafo A., Spinath F. M. (2011). Genetic and environmental influences on girls’ and boys’ gender-typed and gender-neutral values. Developmental Psychology, 47, 726-731.
Lau I. Y.-M., Chiu C., Lee S. (2001). Communication and shared reality: Implications for the psychological foundations of culture. Social Cognition, 19, 350-371.
Loehlin J. C. (1992). Genes and environment in personality development. Newbury Park, CA: Sage.
Mathieu J. E., Aguinis H., Culpepper S. A., Chen G. (2012). Understanding and estimating the power to detect cross-level interaction effects in multilevel modeling. Journal of Applied Psychology, 97, 951-966.
McAdams D. P., Pals J. L. (2006). A new Big Five: Fundamental principles for an integrative science of personality. American Psychologist, 61, 204-217.
McCrae R. R. (2002). NEO-PI-R data from 36 cultures: Further intercultural comparisons. In McCrae R. R., Allik J. (Eds.), The five-factor model of personality across cultures (pp. 105-125). New York, NY: Kluwer Academic/Plenum.
McCrae R. R., Costa P. T. (1997). Personality trait structure as a human universal. American Psychologist, 52, 509-516. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/9145021
McCrae R. R., Costa P. T. (2008). The five-factor theory of personality. In John O. P., Robins R. W., Pervin L. A. (Eds.), Handbook of personality: Theory and research (pp. 159-181). New York, NY: Guilford.
McCrae R. R., Costa P. T., Ostendorf F., Angleitner A., Hřebíčková M., Avia M. D., . . . Smith P. B. (2000). Nature over nurture: Temperament, personality, and life span development. Journal of Personality and Social Psychology, 78, 173-186. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/10653513
McCrae R. R., Terracciano A. (2005). Personality profiles of cultures: Aggregate personality traits. Journal of Personality and Social Psychology, 89, 407-425.
Muthén B. O. (1991). Multilevel factor analysis of class and student achievement components. Journal of Educational Measurement, 28, 338-354.
Muthén B. O. (1994). Multilevel covariance structure analysis. Sociological Methods & Research, 22, 376-398.
Oyserman D., Coon H. M., Kemmelmeier M. (2002). Rethinking individualism and collectivism: Evaluation of theoretical assumptions and meta-analyses. Psychological Bulletin, 128, 3-72.
Oyserman D., Sorensen N., Reber R., Chen S. X. (2009). Connecting and separating mind-sets: Culture as situated cognition. Journal of Personality and Social Psychology, 97, 217-235.
Parks-Leduc L., Feldman G., Bardi A. (2015). Personality traits and personal values: A meta-analysis. Personality and Social Psychology Review, 19, 3-29.
Peugh J. L. (2010). A practical guide to multilevel modeling. Journal of School Psychology, 48, 85-112.
Poortinga Y. H., Van Hemert D. A. (2001). Personality and culture: Demarcating between the common and the unique. Journal of Personality, 69, 1033-1060. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/11767817
Ralston D. A., Cunniff M. K., Gustafson D. J. (1995). Cultural accommodation: The effect of language on the responses of bilingual Hong Kong Chinese managers. Journal of Cross-Cultural Psychology, 26, 714-727.
Ramírez-Esparza N., Gosling S. D., Benet-Martínez V., Potter J. P., Pennebaker J. W. (2006). Do bilinguals have two personalities? A special case of cultural frame switching. Journal of Research in Personality, 40, 99-120.
Schermer J. A., Feather N., Zhu G., Martin N. G. (2008). Phenotypic, genetic, and environmental properties of the portrait values questionnaire. Twin Research and Human Genetics, 11, 531-537.
Schermer J. A., Vernon P. A., Maio G. R., Jang K. L. (2011). A behavior genetic study of the connection between social values and personality. Twin Research and Human Genetics, 14, 233-239.
Schmitt D. P., Allik J. (2005). Simultaneous administration of the Rosenberg Self-Esteem Scale in 53 nations: Exploring the universal and culture-specific features of global self-esteem. Journal of Personality and Social Psychology, 89, 623-642.
Schwartz S. H. (1992). Universals in the content and structure of values: Theoretical advances and empirical tests in 20 countries. In Zanna M. P. (Ed.), Advances in experimental social psychology (Vol. 25, pp. 1-65). San Diego, CA: Academic Press.
Schwartz S. H. (2006). A theory of cultural value orientations: Explication and applications. Comparative Sociology, 5, 137-182.
Schwartz S. H. (2011). Values: Cultural and individual. In Chasiotis A., Breugelmans S. M. (Eds.), Fundamental questions in cross-cultural psychology (pp. 463-493). Cambridge, UK: Cambridge University Press.
Schwartz S. H. (2014). Rethinking the concept and measurement of societal culture in light of empirical findings. Journal of Cross-Cultural Psychology, 45, 5-13.
Schwartz S. H., Bilsky W. (1987). Toward a universal psychological structure of human values. Journal of Personality and Social Psychology, 53, 550-562.
Sheldon K. M., Cheng C., Hilpert J. (2011). Understanding well-being and optimal functioning: Applying the multilevel personality in context (MPIC) model. Psychological Inquiry, 22, 1-16.
Smith P. B., Schwartz S. H. (1997). Values. In Berry J. W., Segall M. H., Kagitcibasi C. (Eds.), Handbook of Cross-Cultural Psychology: Vol. 3. Social and behavioral applications (2nd ed., pp. 77-118). Boston, MA: Allyn and Bacon.
Steel P., Taras V. (2010). Culture as a consequence: A multi-level multivariate meta-analysis of the effects of individual and country characteristics on work-related cultural values. Journal of International Management, 16, 211-233.
Taras V., Rowney J., Steel P. (2009). Half a century of measuring culture: Review of approaches, challenges, and limitations based on the analysis of 121 instruments for quantifying culture. Journal of International Management, 15, 357-373.
Tay L., Woo S. E., Klafehn J., Chiu C. (2010). Conceptualizing and measuring culture: Problems and solutions. In Tucker E., Viswanathan M., Walford G. (Eds.), The handbook of measurement: How social scientists generate, modify, and validate indicators and scales (pp. 177-202). Thousand Oaks, CA: Sage.
Tay L., Woo S. E., Vermunt J. K. (2014). A conceptual and methodological framework for psychometric isomorphism: Validation of multilevel construct measures. Organizational Research Methods, 17, 77-106.
Triandis H. C. (1972). The analysis of subjective culture. New York, NY: Wiley.
van de Vijver F. J. R., Poortinga Y. H. (2002). Structural equivalence in multilevel research. Journal of Cross-Cultural Psychology, 33, 141-156.
Wan C., Chiu C., Tam K., Lee S., Lau I. Y., Peng S. (2007). Perceived cultural importance and actual self-importance of values in cultural identification. Journal of Personality and Social Psychology, 92, 337-354.
Yamagata S., Suzuki A., Ando J., Ono Y., Kijima N., Yoshimura K., . . . Jang K. L. (2006). Is the genetic structure of human personality universal? A cross-cultural twin study from North America, Europe, and Asia. Journal of Personality and Social Psychology, 90, 987-998.

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Article first published online: June 8, 2016
Issue published: August 2016

Keywords

  1. cultural psychology
  2. personality
  3. values
  4. attitudes
  5. beliefs
  6. language
  7. methodology

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Vincent Ng
Purdue University, West Lafayette, IN, USA
Sang Eun Woo
Purdue University, West Lafayette, IN, USA
Louis Tay
Purdue University, West Lafayette, IN, USA
Jeff Foster
Hogan Assessment Systems, Tulsa, OK, USA

Notes

Vincent Ng, Purdue University, 703 3rd St., West Lafayette, IN 47907, USA. Email: [email protected]

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