Abstract
The belief that happiness is fragile—that it is fleeting and may easily turn into less favourable states—is common across individuals and cultures. However, not much is known about this belief domain and its structure and correlates. In the present study, we use multigroup confirmatory factor analysis and multilevel modelling to investigate the measurement invariance, cross-level isomorphism, predictive validity, and nomological network of the fragility of happiness scale across 15 nations. The results show that this scale has good statistical properties at both individual and cultural levels, and is associated with relevant psycho-social concepts in expected directions. The importance of the results, limitations, and potential directions for future research are discussed.
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Adamopoulos, J. (2008). On the entanglement of culture and individual behavior. In F. van de Vijver, D. A. van Hermert, & Y. H. Poortinga (Eds.), Multilevel analysis of individuals and cultures (pp. 27–62). New York: Lawrence Erlbaum.
Becker, D., & Marecek, J. (2008). Positive psychology: History in the remaking? Theory & Psychology, 18(5), 591–604.
Belliotti, R. A. (2004). Happiness is overrated. Oxford: Rowman & Littlefield Publishers Inc.
Bond, M. H., Leung, K., Au, A., Tong, K. K., De Carrasquel, S. R., Murakami, F., et al. (2004). Culture-level dimensions of social axioms and their correlates across 41 cultures. Journal of Cross-Cultural Psychology, 35(5), 548–570.
Bryk, A. S., & Raudenbush, S. W. (1992). Hierarchical linear models in social and behavioral research: Applications and data analysis methods (1st ed.). Newbury Park, CA: Sage Publications.
Busseri, M. A., & Sadava, S. W. (2011). A review of the tripartite structure of subjective well-being: Implications for conceptualization, operationalization, analysis, and synthesis. Personality and Social Psychology Review, 15(3), 290–314. doi:10.1177/1088868310391271.
Central Intelligence Agency. (2012). World factbook. Langley, VA: Author.
Charry, E. T. (2011). God and the art of happiness. Theology Today, 68(3), 238–252. doi:10.1177/0040573611416701.
Chen, Y. H. (2006). The way of nature as a healing power. In T. P. Wong & C. J. Wong (Eds.), Handbook of multicultural perspectives on stress and co** (pp. 91–103). New York: Springer.
Chen, F. F. (2008). What happens if we compare chopsticks with forks? The impact of making inappropriate comparisons in cross-cultural research. Journal of Personality and Social Psychology, 95, 1005–1017.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9, 233–255.
Chiasson, N., Dube, L., & Blondin, J. P. (1996). Happiness: A look into the folk psychology of four cultural groups. Journal of Cross-Cultural Psychology, 27(6), 673–691.
Dambrun, M., Ricard, M., Després, G., Drelon, E., Gibelin, E., Gibelin, M. et al. (2012). Measuring happiness: From fluctuating happiness to authentic-durable happiness. Frontiers in Psychology, 3(16), 1–11. doi:10.3389/fpsyg.2012.00016.
Davidov, E., Schmidt, P., & Schwartz, S. H. (2008). Bringing values back. In Public Opinion Quarterly, 72(3), 420–445.
De Beuckelaer, A., & Swinnen, G. (2011). Biased latent variable mean comparisons due to measurement non-invariance: A simulation study. In E. Davidov, P. Schmidt, & J. Billiet (Eds.), Methods and applications in cross-cultural analysis (pp. 117–148). New York, NY: Taylor & Francis.
Delle Fave, A., Brdar, I., Freire, T., Vella-Brodrick, D., & Wissing, M. P. (2011). The eudaimonic and hedonic components of happiness. Social Indicators Research, 100, 158–207.
Diener, E. (2013). The remarkable changes in the science of subjective well-being. Perspectives on Psychological Science, 8(6), 663–666.
Diener, E., Diener, M., & Diener, C. (1995). Factors predicting the subjective well-being of nations. Journal of Personality and Social Psychology, 69, 851–864. doi:10.1037/0022-3514.69.5.851.
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., Oishi, S., & Ryan, K. (2013). Universal and cultural differences in the causes and structure of “happiness”—a multilevel review. In C. Keyes (Ed.), Mental well-being: International contributions to the study of positive mental health (pp. 153–176). Dordrecht: Springer.
Diener, E., Tay, L., & Myers, D. G. (2011). The religion paradox: If religion makes people happy, why are so many drop** out? Journal of Personality and Social Psychology, 101(6), 1278.
EVS. (2011). European Values Study 1981–2008, longitudinal data file. GESIS Data Archive, Cologne, Germany, ZA4804 Data File Version 2.0.0 (2011-12-30).
Fontaine, J. R. (2008). Traditional and multilevel approaches in cross-cultural research: An integration of methodological frameworks. In F. J. R. Van de Vijver, D. A. Van Hemert, & Y. H. Poortinga (Eds.), Individuals and cultures in multilevel analysis (pp. 65–92). Mahwah, NJ: Lawrence Erlbaum.
Hamamura, T., & Heine, S. J. (2008). Approach and avoidance motivations across cultures. In A. J. Elliot (Ed.), Handbook of approach and avoidance motivations (pp. 557–570). Mahwah, NJ: Erlbaum.
Heine, S. J. (2007). Culture and motivation: What motivates people to act in the ways that they do? In S. Kitayama & D. Cohen (Eds.), Handbook of cultural psychology (pp. 714–734). New York: Guilford.
Hofstede, G., & Hofstede, G. J. (2005). Cultures and organizations: Software of the mind. New York: McGraw-Hill.
Inglehart, R. (2000). Globalization and postmodern values. Washington Quarterly, 23(1), 215–228.
Inglehart, R. (2010). Faith and freedom: Traditional and modern ways to happiness. In E. Diener, J. F. Helliwell, & D. Kahneman (Eds.), International differences in well-being (pp. 351–397). New York: Oxford University Press.
Isen, A. M., & Means, B. (1983). The influence of positive affect on decision-making strategy. Social Cognition, 2, 18–31.
Izutsu, T. (1971). The concept and reality of existence. Tokyo: Keio Institute of Cultural and Linguistic Studies.
Ji, L. J., Nisbett, R. E., & Su, Y. (2001). Culture, change, and prediction. Psychological Science, 12(6), 450–456.
Joshanloo, M. (2013a). Conceptions of happiness across cultures. Doctoral dissertation, Victoria University of Wellington, New Zealand.
Joshanloo, M. (2013b). The influence of fear of happiness beliefs on responses to the satisfaction with life scale. Personality and Individual Differences, 54(5), 647–651.
Joshanloo, M. (2014). Eastern conceptualizations of happiness: Fundamental differences with western views. Journal of Happiness Studies, 15(2), 475–493.
Joshanloo, M., Lepshokova, Z. K., Panyusheva, T., Natalia, A., Poon, W. C., et al. (2014). Cross-cultural validation of fear of happiness scale across 14 national groups. Journal of Cross-Cultural Psychology, 45(2), 246–264.
Joshanloo, M. & Weijers, D. (2014). Aversion to happiness across cultures: A review of where and why people are averse to happiness. Journal of Happiness Studies. doi: 10.1007/s10902-013-9489-9.
Kjell, O. N. E. (2011). Sustainable well-being: A potential synergy between sustainability and well-being research. Review of General Psychology, 15, 255–266.
Kwee, M. G. (2012). Relational Buddhism: A psychological quest for meaning and sustainable happiness. In P. T. P. Wong (Ed.), The human quest for meaning: Theories, research, and applications (pp. 249–273). New York: Routledge.
Labroo, A. A., & Mukhopadhyay, A. (2009). Lay theories of emotion transience and the search for happiness: A fresh perspective on affect regulation. Journal of Consumer Research, 36(2), 242–254.
Legatum Institute. (2012). The 2012 Legatum Prosperity Index: Methodology and technical appendix. Retrieved from: http://www.prosperity.com/.
Leung, K., & Bond, M. H. (2004). Social axioms: A model for social beliefs in multi-cultural perspective. Advances in Experimental Social Psychology, 36, 119–197.
Leung, K., & Bond, M. H. (2008). Psycho-logic and eco-logic: Insights from social axiom dimensions. In F. van de Vijver, D. van Hemert, & Y. P. Poortinga (Eds.), Individuals and cultures in multilevel analysis (pp. 197–219). Mahwah, NJ: Lawrence Erlbaum Associates.
Lu, L. (2001). Understanding happiness: A look into the Chinese folk psychology. Journal of Happiness Studies, 2(4), 407–432.
Lu, L., & Gilmour, R. (2004). Culture and conceptions of happiness: Individual oriented and social oriented SWB. Journal of Happiness Studies, 5(3), 269–291.
Lu, L., & Gilmour, R. (2006). Individual-oriented and socially oriented cultural conceptions of subjective well-being: Conceptual analysis and scale development. Asian Journal of Social Psychology, 9(1), 36–49. doi:10.1111/j.1467-839X.2006.00183.x.
Lvina, E., Johns, G., Treadway, D. C., Blickle, G., Liu, Y. L., Liu, J., et al. (2012). Measure invariance of the Political Skill Inventory (PSI) across five cultures. International Journal of Cross Cultural Management, 12, 171–191.
Lyubomirsky, S. (2000). In the pursuit of happiness: Comparing the United States and Russia. In Paper presented at the annual meeting of the Society for Experimental Psychology, Atlanta, Georgia.
McCrae, R. R., & Costa, P. T. (2003). Personality in adulthood: A five-factor theory perspective (2nd ed.). New York: Guilford.
McMahon, D. M. (2006). Happiness: A history. New York: Atlantic Monthly Press.
McMahon, D. M. (2008). The pursuit of happiness in history. In M. Eid & R. J. Larsen (Eds.), The science of subjective well-being (pp. 80–93). New York: Guilford.
Menon, U. (2013). The Hindu concept of self-refinement: Implicit yet meaningful. Psychology & Develo** Societies, 25(1), 195–222.
Misra, G. (2009). Self and well-being. Psychological Studies, 54(2), 85–86.
Mroczek, D. K., & Kolarz, C. M. (1998). The effect of age on positive and negative affect: A developmental perspective on happiness. Journal of Personality and Social Psychology, 75, 1333–1349.
Nezlek, J. B. (2011). Multilevel modeling for social and personality psychology. Thousand Oaks, CA: Sage.
Oishi, S. (2010). Culture and well-being: Conceptual and methodological issues. In E. Diener, D. Kahneman, & J. F. Helliwell (Eds.), International differences in well-being (pp. 34–69). New York: Oxford University Press.
Oishi, S. (2012). The psychological wealth of nations: Do happy people make a happy society. Malden, MA: Wiley-Blackwell.
Oishi, S., Graham, J., Kesebir, S., & Galinha, I. C. (2013). Concepts of happiness across time and cultures. Personality and Social Psychology Bulletin, 39(5), 559–577. doi:10.1177/0146167213480042.
Ōmura, E. (2006). Happiness and unhappiness: A clinical sociological approach. In K. Kosaka (Ed.), A sociology of happiness: Japanese perspectives (pp. 146–190). Melbourne: Trans Pacific Press.
Owe, E., Vignoles, V. L., Becker, M., Brown, R., Smith, P. B., Lee, S. W., et al. (2013). Contextualism as an important facet of individualism-collectivism: Personhood beliefs across 37 national groups. Journal of Cross-Cultural Psychology, 44, 24–45.
Oyserman, D., Coon, H. M., & Kemmelmeier, M. (2002). Rethinking individualism and collectivism: Evaluation of theoretical assumptions and meta-analyses. Psychological Bulletin, 128(1), 3.
Peng, K., Spencer-Rodgers, J., & Nian, Z. (2006). Naïve dialecticism and the Tao of Chinese thought indigenous and cultural psychology. In U. Kim, K.-S. Yang, & K.- K. Hwang (Eds.), Indigenous and cultural psychology: Understanding people in context (pp. 247–262). Berlin: Springer.
Robitschek, C. (1998). Personal growth initiative: The construct and its measure. Measurement and Evaluation in Counseling and Development, 30, 183–198.
Robitschek, C., & Keyes, C. L. M. (2009). Keyes’s model of mental health with personal growth initiative as a parsimonious predictor. Journal of Counseling Psychology, 56, 321–329. doi:10.1037/a0013954.
Rothbaum, F., Weisz, J. R., & Snyder, S. S. (1982). Changing the world and changing the self: A two-process model of perceived control. Journal of Personality and Social Psychology, 42(1), 5–37. doi:10.1037/0022-3514.42.1.5.
Schimmack, U. (2008). The structure of subjective well-being. In M. Eid & R. J. Larsen (Eds.), The science of subjective wellbeing (pp. 97–123). New York, NY: Guilford.
Schmitt, N., & Kuljanin, G. (2008). Measurement invariance: Review of practice and implications. Human Resource Management Review, 18, 210–222.
Schwartz, S. H. (2009). Culture matters: National value cultures, sources and consequences. In C.-Y. Chiu, Y. Y. Hong, S. Shavitt, & R. S. Wyer Jr (Eds.), Understanding culture: Theory, research and application (pp. 127–150). New York: Psychology Press.
Selig, J. P., Card, N. A., & Little, T. D. (2008). Latent variable structural equation modeling in cross- cultural research: Multigroup and multilevel approaches. In F. J. R. Van de Vijver, D. A. Van Hemert, & Y. H. Poortinga (Eds.), Multilevel analysis of individuals and cultures (pp. 93–119). New York, NY: Taylor & Francis Group/Lawrence Erlbaum Associates.
Sheldon, K. M., & Lyubomirsky, S. (2006). Achieving sustainable gains in happiness: Change your actions, not your circumstances. Journal of Happiness Studies, 7(1), 55–86.
Smith, P. B., Trompenaars, F., & Dugan, S. (1995). The Rotter locus of control scale in 43 countries: A test of cultural relativity. International Journal of Psychology, 30(3), 377–400.
Sortheix, F. M., & Lönnqvist, J.-E. (2013). Personal value priorities and life satisfaction in Europe: The moderating role of socioeconomic development. Journal of Cross-Cultural Psychology,. doi:10.1177/0022022113504621.
Spector, P. E., Cooper, C. L., Sanchez, J. I., O’Driscoll, M., et al. (2001). Do national levels of individualism and internal locus of control relate to well-being: An ecological level international study. Journal of Organizational Behavior, 22, 815–832. doi:10.1002/job.118.
Steenkamp, J. E. M., & Baumgartner, H. (1998). Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research, 25, 78–107.
Steinmetz, H. (2011). Estimation and comparison of latent means across cultures. In E. Davidov, P. Schmidt, & J. Billiet (Eds.), Cross-cultural analysis: Methods and applications (pp. 85–116). New York, NY: Routledge.
Strawn, B. A. (2012). The Bible and the pursuit of happiness. New York: Oxford University Press.
Suh, E. M. (2007). Downsides of an overly context-sensitive self: Implications from the culture and subjective well-being research. Journal of Personality, 75(6), 1321–1343.
Suh, E., Diener, E., Oishi, S., & Triandis, H. C. (1998). The shifting basis of life satisfaction judgments across cultures: Emotions versus norms. Journal of Personality and Social Psychology, 74, 482–493.
Tatarkiewicz, W. (1976). Analysis of happiness. Warsaw: Polish Scientific Publishers.
Tay, L., & Diener, E. (2011). Needs and subjective well-being around the world. Journal of Personality and Social Psychology, 101, 354–365.
Taylor, S. E., & Brown, J. D. (1988). Illusion and well-being: A social psychological perspective on mental health. Psychological Bulletin, 103, 193–210.
Torsheim, T., Samdal, O., Rasmussen, M., Freeman, J., Griebler, R., & Dür, W. (2012). Cross-national measurement invariance of the teacher and Classmate Support Scale. Social Indicators Research, 105, 145–160.
Tov, W., & Diener, E. (2008). The well-being of nations: Linking together trust, cooperation, and democracy. In B. A. Sullivan, M. Snyder, & J. L. Sullivan (Eds.), Cooperation: The political psychology of effective human interaction (pp. 323–342). Malden, MA: Blackwell Publishing.
Uchida, Y., & Kitayama, S. (2009). Happiness and unhappiness in east and west: Themes and variations. Emotion, 9(4), 441–456. doi:10.1037/a0015634.
UNDP. (2012). United Nations development Program: Human development reports. Retrieved from http://hdr.undp.org/en.
Veenhoven, R., (2013). World Database of Happiness, Erasmus University Rotterdam, The Netherlands. Retrieved from: http://worlddatabaseofhappiness.eur.nl.
Vemuri, A. W., & Costanza, R. (2006). The role of human, social, built, and natural capital in explaining life satisfaction at the country level: Toward a National Well-Being Index (NWI). Ecological Economics, 58(1), 119–133. doi:10.1016/j.ecolecon.2005.02.008.
Wierzbicka, A. (2004). “Happiness” in cross-linguistic and cross-cultural perspective. Daedalus, 133, 34–43.
WVS (2009). World Value Survey 1981–2008 official aggregate v.20090902, 2009. World Values Survey Association (www.worldvaluessurvey.org). Aggregate File Producer: ASEP/JDS Data Archive, Madrid, Spain.
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Happiness is like trying to hold water in your hands.
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Happiness is like a butterfly which appears and delights us for one brief moment.
Anna Pavlova.
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Joshanloo, M., Weijers, D., Jiang, DY. et al. Fragility of Happiness Beliefs Across 15 National Groups. J Happiness Stud 16, 1185–1210 (2015). https://doi.org/10.1007/s10902-014-9553-0
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DOI: https://doi.org/10.1007/s10902-014-9553-0