Abstract
The current paper seeks to solve theoretical and well-being ambiguities presented by the concept of valuing happiness by proposing that extant assessment represents a two-factor model situated within goal type theory. Exploratory and confirmatory factor analyses of the valuing happiness scale among UK and US student and adult samples confirmed structural validity for valuing happiness representing valuing happiness in terms of attainment and maintenance goals. Among further UK student samples, both aspects of valuing happiness were related with lower levels of well-being, with a predicted distinction between the two factors of valuing happiness via attainment being associated with lower levels of self-acceptance and valuing happiness via maintenance being associated with lower levels of autonomy. The results suggest that the scale has a two-factor structure with sound psychometric properties that distinguish successfully between attainment valuing happiness and maintenance valuing happiness.
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References
Barrett, P. (2007). Structural equation modelling: Adjudging model fit. Personality and Individual Differences, 42(5), 815–824. https://doi.org/10.1016/j.paid.2006.09.018.
Brodscholl, J. C., Kober, H., & Higgins, E. T. (2007). Strategies of self-regulation in goal attainment versus goal maintenance. European Journal of Social Psychology, 37(4), 628–648. https://doi.org/10.1002/ejsp.380.
Carver, C. S., & Scheier, M. F. (1981). Attention and self-regulation: A control theory approach to human behavior. New York: Springer-Verlag.
Cattell, R. B. (1966). The scree test for the number of factors. Multivariate Behavioral Research, 1(2), 245–276. https://doi.org/10.1207/s15327906mbr0102_10.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9(2), 233–255. https://doi.org/10.1207/S15328007SEM0902.
Comrey, A. L., & Lee, H. B. (1992). A first course in factor analysis. Hillsdale: Erlbaum.
Curran, P. J., West, S. G., & Finch, J. F. (1996). The robustness of test statistics to nonnormality and specification error in confirmatory factor analysis. Psychological Methods, 1(1), 16–29. https://doi.org/10.1037/1082-989X.1.1.16.
Faul, F., Erdfeld, E., Lang, A. G., & Buchner, A. (2007). A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39, 175–191.
Ford, B. Q., Shallcross, A. J., Mauss, I. B., Floerke, V. A., & Gruber, J. (2014). Desperately seeking happiness: Valuing happiness is associated with symptoms and diagnosis of depression. Journal of Social and Clinical Psychology, 33(10), 890–905.
Ford, B. Q., Mauss, I. B., & Gruber, J. (2015). Valuing happiness is associated with bipolar disorder. Emotion, 15(2), 211–222. https://doi.org/10.1037/emo0000048.
Gentzler, A. L., Palmer, C. A., Ford, B. Q., Moran, K. M., & Mauss, I. B. (2019). Valuing happiness in youth: Associations with depressive symptoms and well-being. Journal of Applied Developmental Psychology, 62, 220–230.
Gorsuch, R. L., & Hillsdale, N. J. (1983). Factor analysis (2nd ed.). Hillsdale: Lawrence Erlbaum.
Hagger, M. S. (2009). Personality, individual differences, stress and health. Stress and Health, 25(5), 381–386. https://doi.org/10.1002/smi.1294.
Horn, J. L. (1965). A rationale and test for the number of factors in factor analysis. Psychometrika, 30(2), 179–185. https://doi.org/10.1007/BF02289447.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118.
Joshanloo, M. (2012). A comparison of Western and Islamic conceptions of happiness. Journal of Happiness Studies, 14(6), 1857–1874. https://doi.org/10.1007/s10902-012-9406-7.
Kahriz, B. M., Bower, J. L., Glover, F. M., & Vogt, J. (2019). Wanting to be happy but not knowing how: poor attentional control and emotion-regulation abilities mediate the association between valuing happiness and depression. Journal of Happiness Studies, 21, 1–19. https://doi.org/10.1007/s10902-019-00193-9.
Kaiser, H. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement, 20(1), 141–151. https://doi.org/10.1177/001316446002000116.
Kline, P. (1996). The handbook of psychological testing (2nd ed.). London: Routledge. https://doi.org/10.1016/S0191-8869(96)90047-1.
Kline, R. B. (2005). Principles and practice of structural equation modeling (2nd ed.). New York: Guilford Press.
Kutner, M. H., Nachtsheim, C., Neter, J., & Li, W. (2004). Applied linear statistical models. New York: McGraw-Hill/Irwin.
Luhmann, M., Necka, E. A., Schönbrodt, F. D., & Hawkley, L. C. (2016). Is valuing happiness associated with lower well-being? A factor-level analysis using the valuing happiness scale. Journal of Research in Personality, 60, 46–50. https://doi.org/10.1016/j.jrp.2015.11.003.
Markus, H. R., & Kitayama, S. (1991). Culture and the self: Implications for cognition, emotion, and motivation. Psychological Review, 92(2), 224–253. https://doi.org/10.1037/0033-295X.98.2.224.
Mauss, I. B., Tamir, M., Anderson, C. L., & Savino, N. S. (2011). Can seeking happiness make people unhappy? Paradoxical effects of valuing happiness. Emotion, 11(4), 807–815. https://doi.org/10.1037/a0022010.
Mauss, I. B., Savino, N. S., Anderson, C. L., Weisbuch, M., Tamir, M., & Laudenslager, M. L. (2012). The pursuit of happiness can be lonely. Emotion, 12(5), 908–912. https://doi.org/10.1037/a0025299.
Ryff, C. D. (2014). Psychological well-being revisited: Advances in the science and practice of Eudaimonia. Psychotherapy and Psychosomatics, 83(1), 10–28. https://doi.org/10.1159/000353263.
Ryff, C. D., & Keyes, C. L. (1995). The structure of psychological well-being revisited. Journal of Personality and Social Psychology, 69(4), 719–727. https://doi.org/10.1037/0022-3514.69.4.719.
Tabachnick, B. G., & Fidell, L. S. (2012). Using multivariate statistics (6th ed.). Harlow: Pearson.
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(6), 1063–1070. https://doi.org/10.1037/0022-3514.54.6.1063.
Wong, N., Gong, X., & Fung, H. H. (2020). Does valuing happiness enhance subjective well-being? The age-differential effect of interdependence. Journal of Happiness Studies, 21(1), 1–14.
Yıldırım, M. (2019). Irrational Happiness Beliefs: Conceptualization, Measurement and its Relationship with Well-being, Personality, Coping Strategies, and Arousal (unpublished doctoral dissertation). Leicester: University of Leicester.
Zhao, Y., Wang, Q., & Wang, J. (2020). Valuing happiness predicts higher well-being: The moderating role of acceptance. Psych Journal, (early view). https://doi.org/10.1002/pchj.319.
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(1) Though it may be worth noting that in the latter case the authors reported two eigenvalues above 1 (suggestive of 2 factors being present), but the authors retained one factor for the purpose of theoretically consistency.
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Yıldırım, M., Davison, E., Flowe, H.D. et al. Reconsidering Valuing Happiness: the Application of Goal Type Theory. Int J Ment Health Addiction 20, 1757–1767 (2022). https://doi.org/10.1007/s11469-020-00478-8
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DOI: https://doi.org/10.1007/s11469-020-00478-8