Abstract
This paper tested the impact of culture on the basic structure of affect. It examined positive affect and negative affect at three levels of activation in the U.S. and China. It used a well-suited tool, the bifactor model, to separate the common variance shared by all types of affect from the variance unique to each. The findings indicate that the structure of affect is different cross-culturally. In the U.S., the most fundamental dimension is defined by moderate activation of positive affect and negative affect, which is the largely bipolar dimension of pleasure-displeasure, whereas in China, it is defined by moderate activation of positive affect only, which is pleasure. In both cultures, negative affect across levels of activation forms another important dimension. Beyond these basic dimensions, secondary dimensions are also identified in both cultures: high activation positive affect, low activation positive affect, and low activation negative affect. They form relatively weak unique factors, independent of the two basic dimensions, suggesting that they are largely mixtures of the basic dimensions.
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Bagozzi, R. P., Wong, N., & Yi, Y. (1999). The role of culture and gender in the relationship between positive and negative affect. Cognition and Emotion, 13, 641–672. doi:10.1080/026999399379023.
Barrett, L. F., & Russell, J. A. (1999). The structure of current affect controversies and emerging consensus. Current Directions in Psychological Science, 8, 10–14. doi:10.1111/1467-8721.00003.
Baumeister, R. F., Bratslavsky, E., Muraven, M., & Tice, D. M. (1998). Ego depletion: Is the active self a limited resource? Journal of Personality and Social Psychology, 74, 1252–1265. doi:10.1037/0022-3514.74.5.1252.
Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–162). Newbury Park, CA: Sage. doi:10.1177/0049124192021002005.
Carroll, J. M., Yik, M. S. M., Russell, J. A., & Barrett, L. F. (1999). On the psychometric principles of affect. Review of General Psychology, 3, 14–22. doi:10.1037/1089-2680.3.1.14.
Carver, C. S. (2001). Affect and the functional bases of behavior: On the dimensional structure of affective experience. Personality and Social Psychology Review, 5, 345–356. doi:10.1207/S15327957PSPR0504_4.
Chen, F. F., Hayes, A., Carver, C. S., Laurenceau, J.-P., & Zhang, Z. (2012). Modeling general and specific variance in multifaceted constructs: A comparison of the bifactor model to other approaches. Journal of Personality, 80, 219–251. doi:10.1111/j.1467-6494.2011.00739.x.
Chen, F. F., Jing, Y., Hayes, A., & Lee, J. M. (2013). Two concepts or two approaches? A bifactor analysis of psychological and subjective well-being. Journal of Happiness Studies, 14, 1033–1068. doi:10.1007/s10902-012-9367-x.
Chen, F. F., West, S. G., & Sousa, K. H. (2006). A comparison of bifactor and second-order models of quality of life. Multivariate Behavioral Research, 41, 189–225. doi:10.1207/s15327906mbr4102_5.
Diener, E., & Emmons, R. A. (1984). The independence of positive and negative affect. Journal of Personality and Social Psychology, 47, 1105–1117. doi:10.1037/0022-3514.47.5.1105.
Diener, E., & Lucas, R. E. (2000). Subjective emotional well-being. Handbook of Emotions (2nd ed.). (pp. 325–337) New York, NY: Guilford Press. Retrieved from http://search.proquest.com/docview/619491964?accountid=10457.
Heine, S. J., Lehman, D. R., Markus, H. R., & Kitayama, S. (1999). Is there a universal need for positive self regard? Psychological Review, 106, 766–794. doi:10.1037/0033-295X.106.4.766.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55. doi:10.1080/10705519909540118.
Insel, T., Cuthbert, B., Garvey, M., Heinssen, R., Pine, D. S., Quinn, K., et al. (2010). Research domain criteria (RDoC): Toward a new classification framework for research on mental disorders. The American Journal of Psychiatry, 167, 748–751. doi:10.1176/appi.ajp.2010.09091379.
Kenny, D. A., & McCoach, D. B. (2003). Effect of the number of variables on measures of fit in structural equation modeling. Structural Equation Modeling, 10, 333–351. doi:10.1207/S15328007SEM1003_1.
Kitayama, S., Markus, H. R., & Kurokawa, M. (2000). Culture, emotion, and well-being: Good feelings in Japan and the United States. Cognition and Emotion, 14, 93–124. doi:10.1080/026999300379003.
Larsen, R. J., & Diener, E. (1992). Promises and problems with the circumplex model of emotion. Emotion. (pp. 25–59) Thousand Oaks, CA: Sage Publications, Inc. Retrieved from http://search.proquest.com/docview/618212799?accountid=10457.
Lawton, M. P., Kleban, M. H., & Dean, J. (1993). Affect and age: Cross-sectional comparisons of structure and prevalence. Psychology and Aging, 8, 165–175. doi:10.1037/0882-7974.8.2.165.
Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. F. (2002). To parcel or not to parcel: Exploring the question, weighing the merits. Structural Equation Modeling, 9, 151–173. doi:10.1207/S15328007SEM0902_1.
MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999). Sample size in factor analysis. Psychological Methods, 4, 84–99. doi:10.1037/1082-989X.4.1.84.
Mogilner, C., Kamvar, S. D., & Aaker, J. (2011). The shifting meaning of happiness. Social Psychological and Personality Science, 2, 395–402. doi:10.1177/1948550610393987.
Muthén, L. K. & Muthén, B. O. (1998–2009). Mplus User’s Guide (5th ed.). Los Angeles, CA: Muthén & Muthén.
Peng, K., & Nisbett, R. E. (1999). Culture, dialectics, and reasoning about contradiction. American Psychologist, 54, 741–754. doi:10.1037/0003-066X.54.9.741.
Reise, S. P. (2012). The rediscovery of bifactor measurement models. Multivariate Behavioral Research, 47, 667–696. doi:10.1080/00273171.2012.715555.
Reise, S. P., Morizot, J., & Hays, R. D. (2007). The role of the bifactor model in resolving dimensionality issues in health outcomes measures. Quality of Life Research, 16(Suppl 1), 19–31. doi:10.1007/s11136-007-9183-7.
Reisenzein, R. (1994). Pleasure-arousal theory and the intensity of emotions. Journal of Personality and Social Psychology, 67, 525–539. doi:10.1037/0022-3514.67.3.525.
Russell, J. A. (1980). A circumplex model of affect. Journal of Personality and Social Psychology, 67, 525–539. doi:10.1037/h0077714.
Russell, J. A. (2003). Core affect and the psychological construction of emotion. Psychological Review, 110, 145–172. doi:10.1037/0033-295X.110.1.145.
Russell, J. A., & Carroll, J. M. (1999). On the bipolarity of positive and negative affect. Psychological Bulletin, 125, 3–30. doi:10.1037/0033-2909.125.1.3.
Schimmack, U. (2009). Culture, gender, and the bipolarity of momentary affect: A critical re-examination. Cognition and Emotion, 23, 599–604. doi:10.1080/02699930902784313.
Schimmack, U., Diener, E., & Oishi, S. (2002). Life satisfaction is a momentary judgment and a stable personality characteristic: The use of chronically accessible and stable sources. Journal of Personality, 70, 345–384. doi:10.1111/1467-6494.05008.
Schimmack, U., & Grob, A. (2000). Dimensional models of core affect: A quantitative comparison by means of structural equation modeling. European Journal of Personality, 14, 325–345. doi:10.1002/1099-0984(200007/08)14:4%3C325::AID-PER380%3E3.0.CO;2-I.
Schlosberg, H. S. (1941). A scale for the judgment of facial expressions. Journal of Experimental Psychology, 29, 497–510. doi:10.1037/h0061489.
Scollon, C., Diener, E., Oishi, S., & Biswas-Diener, R. (2005). An experience sampling and cross-cultural investigation of the relation between pleasant and unpleasant affect. Cognition and Emotion, 19, 27–52. doi:10.1080/02699930441000076.
Spearman, C. (1927). The abilities of man. London: MacMillan. doi:10.1126/science.68.1750.38-a.
Spencer-Rodgers, J., Peng, K., & Wang, L. (2010). Dialecticism and the co-occurrence of positive and negative emotions across cultures. Journal of Cross-Cultural Psychology, 41, 109–115. doi:10.1177/0022022109349508.
Stanley, D. J., & Meyer, J. P. (2009). Two-dimensional affective space: A new approach to orienting the axes. Emotion, 9, 214–237. doi:10.1037/a0014612.
Steyer, R., Schwenkmezger, P., Notz, P., & Eid, M. (1994). Testtheoretische Analysen des Mehrdimensionalen Befindlichkeitsfragebogen (MDBF) [Theoretical analysis of a multidimensional mood questionnaire (MDBF)]. Diagnostica, 40, 320–328.
Stone, A. A., Schwartz, J. E., Broderick, J. E., & Deaton, A. (2010). A snapshot of the age distribution of psychological well-being in the United States. Proceedings of the National Academy of Sciences, 107, 9985–9990. doi:10.1073/pnas.1003744107.
Tellegen, A. (1985). Structures of mood and personality and their relevance to assessing anxiety, with an emphasis on self-report. In A. H. Tuma & J. D. Maser (Eds.), Anxiety and the anxiety disorders (pp. 681–706). Hillsdale, NJ: Erlbaum.
Thayer, R. E. (1989). The biopsychology of mood and arousal. New York, NY: Oxford University Press. Retrieved from http://search.proquest.com/docview/617678111?accountid=10457.
Titchener, E. B. (1908). Lectures on the elementary psychology of feeling and attention. New York: Macmillan. doi:10.1037/10867-000.
Tsai, J. L., Knutson, B., & Fung, H. H. (2006). Cultural variation in affect valuation. Journal of Personality and Social Psychology, 90, 288–307. doi:10.1037/0022-3514.90.2.288.
Watson, D., & Clark, L. A. (1997). The measurement and mismeasurement of mood: Recurrent and emergent issues. Journal of Personality Assessment, 86, 267–296. doi:10.1207/s15327752jpa6802_4.
Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54, 1063–1070. doi:10.1037/0022-3514.54.6.1063.
Watson, D., & Tellegen, A. (1985). Toward a consensual structure of mood. Psychological Bulletin, 98, 219–235. doi:10.1037/0033-2909.98.2.219.
Watson, D., Wiese, D., Vaidya, J., & Tellegen, A. (1999). The two general activation systems of affect: Structural findings, evolutionary considerations, and psychobiological evidence. Journal of Personality and Social Psychology, 76, 820–838. doi:10.1037/0022-3514.76.5.820.
Wundt, W. G. (1912). An introduction to psychology. London: G. Allen. doi:10.1037/13784-000.
Yik, M. (2007). Culture, gender, and the bipolarity of momentary affect. Cognition and Emotion, 21, 664–680. doi:10.1080/02699930600823702.
Yik, M., Russell, J. A., & Feldman Barrett, L. (1999). Structure of self-reported current affect: Integration and beyond. Journal of Personality and Social Psychology, 77, 600–619. doi:10.1037/0022-3514.77.3.600.
Yik, M. S. M., Russell, J. A., & Steiger, J. H. (2011). A 12-point circumplex structure of core affect. Emotion, 11, 705–731. doi:10.1037/a0023980.
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Chen, F.F., Bai, L., Lee, J.M. et al. Culture and the Structure of Affect: A Bifactor Modeling Approach. J Happiness Stud 17, 1801–1824 (2016). https://doi.org/10.1007/s10902-015-9671-3
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DOI: https://doi.org/10.1007/s10902-015-9671-3