Abstract
This main purpose of this study tests whether a higher-order gratitude compassing multi-components (e.g., thank others, thank God, cherish blessings, appreciate hardship, and cherish the moment) explains variances in subjective well-being including life satisfaction and positive affect after controlling for gender, age, religion, the Big Five personality traits (e.g., openness, conscientiousness, extraversion, agreeableness, and neuroticism), and a single gratitude. A total of 504 undergraduate participants were recruited to completed five inventories measuring the variables of interest. The higher-order gratitude made a significant unique contribution to life satisfaction (10 % of the variance, p < .001) and positive affect (2 % of the variance, p < .001) beyond the effects of demographic variables, the Big Five personality traits, and a single gratitude. This is consistent with the theoretical stance that the higher-order gratitude is more than just the Big Five personality traits or a single gratitude and is important in its own right for subjective well-being. Furthermore, it implies a multi-components gratitude is in deed different from a unifactorial gratitude and it seems more reasonable that trait gratitude is a higher-order construct including lower-order components.
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Ana, B., Irma, B., & Denis, B. (2012). Predicting well-being from personality in adolescents and older adults. Journal of Happiness Studies, 13, 455–467.
Andreja, B.-Ž., Danijela, I., & Kaliterna, L. L. (2011). Personality traits and social desirability as predictors of subjective well-being. Psychological Topics, 20(2), 261–276.
Arnett, J. J. (2008). The neglected 95%: Why American psychology needs to become less American. American Psychologist, 63, 602–614.
Arthaud-Day, M. L., Rode, J. C., Mooney, C. H., & Near, J. P. (2005). The subjective well-being construct: A test of its convergent, discriminant, and factorial validity. Social Indicators Research, 74, 445–476.
Bartlett, M. Y., & DeSteno, D. (2006). Gratitude and prosocial behavior: Helping when it costs you. Psychological Science, 17(4), 319–325.
Brdar, I., & Kashdan, T. B. (2010). Character strengths and well-being in Croatia: An empirical investigation of structure and correlates. Journal of Research in Personality, 44, 151–154.
Brulde, B. (2007). Happiness and the good life: Introduction and conceptual framework. Journal of Happiness Studies, 8, 1–14.
Chan, D. W. (2010). Gratitude, gratitude intervention and subjective well-being among Chinese school teachers in Hong Kong. Educational Psychology, 30(2), 139–153.
Chen, Y. P. (2004). The investigation of elementary school teachers’ well-being and its related factors. Ping Tung: National Ping Tung University of Education.
Chen, L. H., Chen, M.-Y., Kee, Y. H., & Tsai, Y.-M. (2009). Validation of the gratitude questionnaire (GQ) in Taiwanese undergraduate students. Journal of Happiness Study, 10, 655–664.
Chuang, Y. C., & Lee, W. T. (2001). The structure of personality in Taiwanese children: An indigenous lexical approach to the big five model. Chinese Journal of Psychology, 43(1), 65–82.
Cohen, A. B. (2006). On gratitude. Social Justice Research, 19, 254–276.
Dahlsgaard, K., Peterson, C., & Seligman, M. E. P. (2005). Shared virtue: The convergence of valued human strengths across culture and history. Review of General Psychology, 9, 203–213.
DeNeve, K. M., & Cooper, H. (1998). The happy personality: A meta-analysis of 137 personality traits and subjective well-being. Psychological Bulletin, 124, 197–229.
Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95(3), 542–575.
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49, 71–75.
Diener, E., & Lucas, R. E. (2000). Subjective emotional well-being. In M. Lewis & J. M. Haviland (Eds.), Handbook of emotions (2nd ed., pp. 325–337). New York: Guilford.
Diener, E., Lucas, R. E., & Oishi, S. (2002). In C. R. Snyder & S. J. Lopez (Eds.), Handbook of positive psychology (pp. 63–73). New York: Oxford University Press.
Diener, E., Oishi, S., & Lucas, L. E. (2003). Personality, culture, and subjective well-being: Emotional and cognitive evaluations of life. Annual Review of Psychology, 54, 403–426.
Diener, E., Smith, H., & Fujita, F. (1995). The personality structure of affect. Journal of Personality and Social Psychology, 69, 130–141.
Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125, 276–302.
Duckworth, A. L., Steen, T. A., & Seligman, M. E. P. (2005). Positive psychology in clinical practice. Annual Review of Clinical Psychology, 1, 629–651.
Emmons, R. A., & Crumpler, C. A. (2000). Gratitude as a human strength: Appraising the evidence. Journal of Social and Clinical Psychology, 19, 56–69.
Emmons, R. A., & McCullough, M. E. (2003). Counting blessings versus burdens: An experimental investigation of gratitude and subjective well-being in daily life. Journal of Personality and Social Psychology, 84, 377–389.
Froh, J., Yurkewicz, C., & Kashdan, T. (2009). Gratitude and subjective well-being in early adolescence: Examirüng gender differences. Journal of Adolescence, 32, 633–650.
Goldberg, J. R. (1990). An alternative “Description of Personality”: The big five factor structure. Journal of Personality and Social Psychology, 59, 1216–1229.
Goldberg, L. R. (1993). The structure of phenotypic personality-traits. American Psychologist, 48, 26–34.
Gordon, C. L., Arnette, R. A., & Smith, R. E. (2011). Have you thanked your spouse today? Felt and expressed gratitude among married couples. Personality and Individual Differences, 50(3), 339–343.
Gouldner, A. W. (1960). The norm of reciprocity: A preliminary statement. American Sociological Review, 25, 161–178.
Greenberg, M. S. (1980). A theory of indebtedness. In K. J. Gergen, M. S. Greenberg, & R. H. Willis (Eds.), Social exchange: Advances in theory and research (pp. 3–26). New York: Plenum Press.
Harpman, E. J. (2004). Gratitude in the history of ideas. In R. A. Emmons & M. E. McCullough (Eds.), The psychology of gratitude (pp. 19–36). New York: Oxford University Press.
Heine, S. J., & Buchtel, E. E. (2009). Personality: The universal and the culturally specific. Annual Review of Psychology, 60, 369–394.
Hill, P. L., & Allemand, M. (2011). Gratitude, forgivingness, and well-being in adulthood: Tests of moderation and incremental prediction. The Journal of Positive Psychology, 6(5), 397–407.
Hunsley, J., & Meyer, G. J. (2003). The incremental validity of psychological testing and assessment: Conceptual, methodological, and statistical issues. Psychological Assessment, 15, 446–455.
John, O. P., & Srivastava, S. (1999). The big five trait taxonomy: History, measurement, and theoretical perspectives. In L. A. Pervin & O. P. John (Eds.), Handbook of personality: Theory and research (2nd ed., pp. 102–138). New York: Guilford Press.
Karlson, C. W., Gallagher, M. W., Olson, C. A., & Hamilton, N. A. (2013). Insomnia symptoms and well-being: Longitudinal follow-up. Health Psychology, 32(3), 311–319.
Kashdan, T. B., Mishra, A., Breen, W. E., & Froh, J. J. (2009). Gender differences in gratitude: Examining appraisals, narratives, the willingness to express emotions, and changes in psychological needs. Journal of Personality, 77(3), 691–730.
Kee, Y. H., Chen, L. H., & Tsai, Y. M. (2008). Relationships between being traditional and sense of gratitude among Taiwanese high school athletes. Psychological Reports, 102, 920–926.
Lin, C. C., & Yeh, Y. C. (2011). The development of the “Inventory of Undergraduates’ Gratitude”. Psychological Testing, 58(S), 2–33.
Linley, P. A., & Harrington, S. (2006). Playing to your strengths. The Psychologist, 19, 86–89.
Linley, A., Maltby, J., Wood, A. M., Joseph, S., Harrington, S., Peterson, C., et al. (2007). Character strengths in the United Kingdom: The VIA inventory of strengths. Personality and Individual Differences, 43, 341–351.
Lonigan, C. J., Phillips, B. M., & Hooe, E. S. (2003). Relations of positive and negative affectivity to anxiety and depression in children: Evidence from a latent variable longitudinal study. Journal of Consulting and Clinical Psychology, 71(3), 465–481.
Lucas, R. E., Diener, E., & Suh, E. (1996). Discriminant validity of subjective well-being measures. Journal of Personality and Social Psychology, 71, 616–628.
Lyubomirsky, S., Sheldon, K. M., & Schkade, D. (2005). Pursuing happiness: The architecture of sustainable change. Review of General Psychology, 9, 111–131.
Martínez-Martí, M. L., Avia, M. D., & Hernández-Lloreda, M. J. (2010). The effects of counting blessings on subjective well-being: A gratitude intervention in a Spanish sample. The Spanish Journal of Psychology, 13(2), 886–896.
McAdams, D. P., & Bauer, J. J. (2004). Gratitude in modern life: Its manifestations and development. In R. A. Emmons & M. McCullough (Eds.), The psychology of gratitude (pp. 81–99). New York: Oxford University Press.
McCrae, R. R., & Costa, P. T. (1999). A five-factor theory of personality. In L. A. Pervin & O. P. E. John (Eds.), Handbook of personality: Theory and research (2nd ed., pp. 139–154). New York: Guilford Press.
McCullough, M. E., Emmons, R. A., & Tsang, J. A. (2002). The grateful disposition: A conceptual and empirical topography. Journal of Personality and Social Psychology, 82, 112–127.
McCullough, M. E., & Snyder, C. R. (2000). Classical sources of human strength: Revisiting an old home and building a new one. Journal of Social and Clinical Psychology, 19, 1–10.
McCullough, M. E., Tsang, J.-A., & Emmons, R. A. (2004). Gratitude in intermediate affective terrain: Links of grateful moods to individual differences and daily emotional experience. Journal of Personality and Social Psychology, 86, 295–309.
Meyers, L. S., Gamst, G., & Guarino, A. (2006). Applied multivariate research. Thousand Oaks, CA: Sage.
Nelson, C. (2009). Appreciating gratitude: Can gratitude be used as a psychological intervention to improve individual well-being? Counselling Psychology Review, 24(3–4), 38–50.
Park, N., Peterson, C., & Seligman, M. E. P. (2004). Strengths of character and wellbeing. Journal of Social and Clinical Psychology, 23, 603–619.
Pavot, W., & Diener, E. (1993). Review of the satisfaction with life scale. Psychological Assessment, 5, 164–172.
Peterson, C., Ruch, W., Beermann, U., Park, N., & Seligman, M. E. P. (2007). Strengths of character, orientations to happiness, and life satisfaction. Journal of Positive Psychology, 2, 149–156.
Peterson, C., & Seligman, M. E. P. (2004). Character strengths and virtues: A handbook and classification. Washington, DC: American Psychological Association.
Regan, D. T. (1971). Effects of a favor and liking on compliance. Journal of Experimental Social Psychology, 7, 627–639.
Ryff, C. D. (1989). Happiness is everything, or is it—Explorations on the meaning of psychological well-being. Journal of Personality and Social Psychology, 57, 1069–1081.
Ryff, C. D., & Keyes, C. L. M. (1995). The structure of psychological well-being revisited. Journal of Personality and Social Psychology, 69, 719–727.
Seligman, M. E. P. (2003). Positive psychology: Fundamental assumptions. The Psychologist, 16, 126–127.
Seligman, M. E., & Csikszentmihalyi, M. (2000). Positive psychology: An introduction. American Psychologist, 55, 5–14.
Seligman, M. E. P., Steen, T. A., Park, N., & Peterson, C. (2005). Positive psychology progress: Empirical validation of interventions. American Psychologist, 60, 410–421.
Sheldon, K. M., & King, L. (2001). Why positive psychology is necessary. American Psychologist, 56(3), 216–217.
Shimai, S., Otake, K., Park, N., Peterson, C., & Seligman, M. E. P. (2006). Convergence of character strengths in American and Japanese young adults. Journal of Happiness Studies, 7, 311–322.
Snyder, C. R., & Lopez, S. J. (2007). Positive psychology: The science and practical explorations of human strengths. Thousand Oaks, CA: Sage.
Steel, P., Schmidt, J., & Shultz, J. (2008). Refining the relationship between personality and subjective well-being. Psychological Bulletin, 134, 138–161.
Toussaint, L., & Friedman, P. (2009). Forgiveness, gratitude, and well-being: The mediating role of affect and beliefs. Journal of Happiness Studies, 10, 635–654.
Tsang, J.-A. (2006). Gratitude and prosocial behaviour: An experimental test of gratitude. Cognition and Emotion, 20, 138–148.
Veisson, M. (1999). Depression symptoms and emotional states in parents of disabled and non-disabled children. Social Behavior and Personality, 27, 87–98.
Watkins, P. C. (2004). Gratitude and subjective well-being. In R. A. Emmons & M. E. McCullough (Eds.), The psychology of gratitude (pp. 167–194). New York: Oxford University Press.
Watkins, P. C., Woodward, K., Stone, T., & Kolts, R. L. (2003). Gratitude and happiness: Development of a measure of gratitude, and relationships with subjective well-being. Social Behavior and Personality, 31, 431–452.
Weiner, B., Russell, D., & Lerman, D. (1979). Cognition–emotion process in achievement-related contexts. Journal of Personality and Social Psychology, 37, 1211–1220.
Whatley, M. A., Webster, J. M., Smith, R. H., & Rhodes, A. (1999). The effect of a favor on public and private compliance: How internalized is the norm of reciprocity? Basic and Applied Social Psychology, 21, 251–259.
Wood, A. M., Froh, J. J., & Geraghty, A. (2010). Gratitude and well-being: A review and theoretical integration. Clinical Psychology Review, 30, 890–905.
Wood, A. M., Joseph, S., & Linley, P. A. (2007). Coping style as a psychological resource of grateful people. Journal of Social and Clinical Psychology, 26, 1108–1125.
Wood, A. M., Joseph, S., Lloyd, J., & Atkins, S. (2009a). Gratitude influences sleep through the mechanism of pre-sleep cognitions. Journal of Psychosomatic Research, 66, 43–48.
Wood, A. M., Joseph, S., & Maltby, J. (2008a). Gratitude uniquely predicts satisfaction with life: Incremental validity above the domains and facets of the five factor model. Personality and Individual Differences, 45, 49–54.
Wood, A. M., Joseph, S., & Maltby, J. (2009b). Gratitude predicts psychological well-being above the big five facets. Personality and Individual Differences, 46, 443–447.
Wood, A. M., Linley, P. A., Maltby, J., Kashdan, T. B., & Hurling, R. (2011). Using personal and psychological strengths leads to increases in well-being over time: A longitudinal study and the development of the strengths use questionnaire. Personality and Individual Differences, 50, 15–19.
Wood, A. M., Maltby, J., Gillett, R., Linley, P. A., & Joseph, S. (2008b). The role of gratitude in the development of social support, stress, and depression: Two longitudinal studies. Journal of Research in Personality, 42, 854–871.
Wood, A. M., Maltby, J., Stewart, N., & Joseph, S. (2008c). Conceptualizing gratitude and appreciation as a unitary personality trait. Personality and Individual Differences, 44, 619–630.
Wood, A. M., & Tarrier, N. (2010). Positive clinical psychology: A new vision and strategy for integrated research and practice. Clinical Psychology Review, 30, 819–829.
Zhao, Y. (2012). Gratitude aud indebtedness: Exploring their relationships at dispositional and situational levels among Chinese young adolescents in Hong Kong. Dissertation Abstracts International: Section B: The Sciences and Engineering, 73(3-B), 1900.
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Lin, CC. A higher-Order Gratitude Uniquely Predicts Subjective Well-Being: Incremental Validity Above the Personality and a Single Gratitude. Soc Indic Res 119, 909–924 (2014). https://doi.org/10.1007/s11205-013-0518-1
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DOI: https://doi.org/10.1007/s11205-013-0518-1