Abstract
Meaning in life (MIL) plays a critical role in promoting physical and mental health. Given the multidimensional nature of MIL, further research is needed to distinguish between different MIL components. The present study focused on three similar but distinct multidimensional measures (the Multidimensional Existential Meaning Scale, MEMS; the Multidimensional MIL Scale, MMILS; the Quadripartite Existential Meaning Scale, QEMS), aiming to validate the Chinese versions of these measures and to compare their predictive effects on subjective well-being, indicated by positive affect, negative affect, and life satisfaction. Data were collected from two Chinese samples. Sample 1 (N = 393) was used for factor analysis, while Sample 2 (N = 447) was used for the evaluation of measurement invariance, reliability, and predictive relationships of different MIL measures on subjective well-being. Results showed that all three MIL measurements (MEMS, QEMS, and modified MMILS) demonstrated good reliability and validity and positively predicted subjective well-being. Moreover, QEMS showed significant incremental validity in predicting both positive affect and negative affect when controlling for the effects of the other MIL measures. These findings suggest that compared with MEMS and MMILS, QEMS may be a more suitable multidimensional MIL measure in the Chinese context. Further research is needed to examine these findings in other cultural contexts.
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Data Availability
The datasets used in the current study are available at https://osf.io/5sgd7/.
Notes
The findings remained consistent for both the T1 and T2 data. Therefore, we reported only the results from the T1 data.
References
Bajaj, B., Gupta, R., & Pande, N. (2016). Self-esteem mediates the relationship between mindfulness and well-being. Personality and Individual Differences, 94, 96–100. https://doi.org/10.1016/j.paid.2016.01.020
Baumeister, R. F. (1991). Meanings of life. Guilford Press.
Besika, A. (2022). A within-study cross-validation of the values-as-ideals measure: Levels of value orientation explain variability in well-being. Heliyon, 8(12), e12131–e12131. https://doi.org/10.1016/j.heliyon.2022.e12131
Boyraz, G., Lightsey, O. R., & Can, A. (2013). The Turkish version of the meaning in life questionnaire: Assessing the measurement invariance across Turkish and american adult samples. Journal of Personality Assessment, 95(4), 423–431. https://doi.org/10.1080/00223891.2013.765882
Busseri, M. A. (2018). Examining the structure of subjective well-being through meta-analysis of the associations among positive affect, negative affect, and life satisfaction. Personality and Individual Differences, 122, 68–71. https://doi.org/10.1016/j.paid.2017.10.003
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_5
Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment Research & Evaluation, 10(7), 1–9.
Costin, V., & Vignoles, V. L. (2020). Meaning is about mattering: Evaluating coherence, purpose, and existential mattering as precursors of meaning in life judgments. Journal of Personality and Social Psychology, 118(4), 864–884. https://doi.org/10.1037/pspp0000225
Cozzolino, P. J., & Blackie, L. R. (2013). I die, therefore I am: The pursuit of meaning in the light of death. In J. A. Hicks, C. Routledge (Eds.), The experience of meaning in life: Classical perspectives, emerging themes, and controversies (pp. 31–45). New York, NY: Springer Science Business Media.
Dai, Y., Jiang, T., & Miao, M. (2022). Uncovering the effects of awe on meaning in life. Journal of Happiness Studies, 23(7), 3517–3529. https://doi.org/10.1007/s10902-022-00559-6
De Klerk, J. J., Van Wyk, R., & Boshoff, A. B. (2009). Measuring meaning in life in south africa: Validation of an instrument developed in the USA. South African Journal of Psychology, 39(3), 314–325. https://doi.org/10.1177/008124630903900306
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/10.1207/s15327752jpa4901_13
Feng, F. R., Zhu, C. C., & Hou, Y. B. (2020). The meaning of life and the perceived control of senior citizens: The effect of self-identity and policy support. Journal of Psychological Science, 43(5), 1087–1094. https://doi.org/10.16719/j.cnki.1671-6981.20200509
Fischer, I. C., Secinti, E., Cemalcilar, Z., & Rand, K. L. (2021). Examining cross-cultural relationships between meaning in life and psychological well-being in turkey and the United States. Journal of Happiness Studies, 22(3), 1341–1358. https://doi.org/10.1007/s10902-020-00275-z
Fung, J., Wong, M.S., Park, H. (2018). Cultural Background and Religious Beliefs. In: Sanders, M., Morawska, A. (eds) Handbook of Parenting and Child Development Across the Lifespan . Springer, Cham. https://doi.org/10.1007/978-3-319-94598-9_20
George, L. S., & Park, C. L. (2014). Existential mattering: Bringing attention to a neglected but central aspect of meaning? In A. Batthyany & P. Russo-Netzer (Eds.), Meaning in positive and existential psychology (pp. 39–51). New York, NY: Springer. https://doi.org/10.1007/978-1-4939-0308-5_3
George, L. S., & Park, C. L. (2016). Meaning in life as comprehension, purpose, and mattering: Toward integration and new research questions. Review of General Psychology, 20(3), 205–220. https://doi.org/10.1037/gpr0000077
George, L. S., & Park, C. L. (2017). The Multidimensional Existential Meaning Scale: A tripartite approach to measuring meaning in life. Journal of Positive Psychology, 12(6), 613–627. https://doi.org/10.1080/17439760.2016.1209546
Haidt, J. (2010). Comment. In S. Wolf (Ed.), Meaning in life and why it matters (pp. 92–101). Princeton University Press.
Hooper, D., Coughlan, J., & Mullen, M. R. (2008). Structural equation modelling: Guidelines for determining model fit. Electronic Journal of Business Research Methods, 6(1), 53–60. https://doi.org/10.3109/03005364000000039
Howard, M. C., & Alipour, K. K. (2014). Does the courage measure really measure courage? A theoretical and empirical evaluation. The Journal of Positive Psychology, 9(5), 449–459. https://doi.org/10.1080/17439760.2014.910828
Hu, L.-t, & 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
Jia, N., Li, W., Zhang, L., & Kong, F. (2022). Beneficial effects of hedonic and eudaimonic motivations on subjective well-being in adolescents: A two-wave cross-lagged analysis. The Journal of Positive Psychology, 17(5), 701–707. https://doi.org/10.1080/17439760.2021.1913641
Kim, J., Holte, P., Martela, F., Shanahan, C., Li, Z., Zhang, H., Eisenbeck, N., Carreno, D. F., Schlegel, R. J., & Hicks, J. A. (2022). Experiential appreciation as a pathway to meaning in life. Nature Human Behaviour, 6(5), 677–690. https://doi.org/10.1038/s41562-021-01283-6
King, L. A., & Hicks, J. A. (2021). The science of meaning in life. Annual Review of Psychology, 72, 561–584. https://doi.org/10.1146/annurev-psych-072420-122921
Kitayama, S., Berg, M. K., & Chopik, W. J. (2020). Culture and well-being in late adulthood: Theory and evidence. American Psychologist, 75(4), 567–576. https://doi.org/10.1037/amp0000614
Koethe, J. (2010). Comment. In S. Wolf (Ed.), Meaning in life and why it matters (pp. 67–74). Princeton University Press.
Li, J. B., Dou, K., & Liang, Y. (2020a). The relationship between presence of meaning, search for meaning, and subjective well-being: A three-level meta-analysis based on the meaning in life questionnaire. Journal of Happiness Studies, 22(1), 467–489. https://doi.org/10.1007/s10902-020-00230-y
Li, J. B., Wang, Y. S., Dou, K., & Shang, Y. F. (2021). On the development of meaning in life among college freshmen: Social relationship antecedents and adjustment consequences. Journal of Happiness Studies, 23(4), 1709–1735. https://doi.org/10.1007/s10902-021-00470-6
Li, Z., Liu, Y., Peng, K., Hicks, J. A., & Gou, X. (2020b). Developing a quadripartite existential meaning scale and exploring the internal structure of meaning in life. Journal of Happiness Studies, 22(2), 887–905. https://doi.org/10.1007/s10902-020-00256-2
Liu, S. S., & Gan, Y. Q. (2010). Reliability and validity of the Chinese version of the meaning in life questionnaire. Chinese Mental Health Journal, 24(6), 478–482. https://doi.org/10.3969/j.issn.1000-6729.2010.06.021
Lu, L., Gilmour, R., & Kao, S. F. (2001). Cultural values and happiness: An East-West dialogue. The Journal of Social Psychology, 141(4), 477–493. https://doi.org/10.1080/00224540109600566
Lucas, R. E., Freedman, V. A., & Cornman, J. C. (2018). The short-term stability of life satisfaction judgments. Emotion, 18(7), 1024–1031. https://doi.org/10.1037/emo0000357
Lyubomirsky, S., King, L., & Diener, E. (2005). The benefits of frequent positive affect: Does happiness lead to success? Psychological Bulletin, 131(6), 803–855. https://doi.org/10.1037/0033-2909.131.6.803
Ma, Q. Z., & Zhang, Z. J. (2020). Meaning in life and parent-child attachment of high school students: The mediation of peer attachment and time perspective. Psychological Development and Education, 36(02), 168–174. https://doi.org/10.16187/j.cnki.issn1001-4918.2020.02.05
Martela, F., & Steger, M. F. (2022). The role of significance relative to the other dimensions of meaning in life - an examination utilizing the three dimensional meaning in life scale (3DM). The Journal of Positive Psychology, 1–21. https://doi.org/10.1080/17439760.2022.2070528
Martela, F., & Steger, M. F. (2016). The three meanings of meaning in life: Distinguishing coherence, purpose, and significance. The Journal of Positive Psychology, 11(5), 531–545. https://doi.org/10.1080/17439760.2015.1137623
Miao, M., & Gan, Y. (2020). The promotional role of meaning in life in future-oriented coping: Positive affect as a mediator. International Journal of Psychology, 55(1), 52–59. https://doi.org/10.1002/ijop.12543
Morean, M. E., DeMartini, K. S., Leeman, R. F., Pearlson, G. D., Anticevic, A., Krishnan-Sarin, S., Krystal, J. H., & O’Malley, S. S. (2014). Psychometrically improved, abbreviated versions of three classic measures of impulsivity and self-control. Psychological Assessment, 26(3), 1003–1020. https://doi.org/10.1037/pas0000003
Morgan, J., & Farsides, T. (2009). Psychometric evaluation of the meaningful life measure. Journal of Happiness Studies, 10(3), 351–366. https://doi.org/10.1007/s10902-008-9093-6
Muthén, L. K., & Muthén, B. O. (2017). Mplus User’s Guide (8th ed.). Muthén & Muthén.
Pressman, S. D., & Cohen, S. (2005). Does positive affect influence health? Psychological Bulletin, 131(6), 925–971. https://doi.org/10.1037/0033-2909.131.6.925
Qi, W., Zhou, Z., & Miao, M. (2023). Quadripartite existential meaning among Chinese: Internal conceptual structure and reciprocating relationship with psychological flexibility and inflexibility. Personality and Individual Differences, 202, 111961. https://doi.org/10.1016/j.paid.2022.111961
Qiu, L., Zheng, X., & Wang, Y. F. (2008). Revision of the positive affect and negative affect scale. Chinese Journal of Applied Psychology, 14(3), 249–254. CNKI:SUN:YXNX.0.2008-03-009
Roepke, A. M., Jayawickreme, E., & Riffle, O. M. (2014). Meaning and health: A systematic review. Applied Research in Quality of Life, 9(4), 1055–1079. https://doi.org/10.1007/s11482-013-9288-9
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(6), 1069–1081. https://doi.org/10.1037/0022-3514.57.6.1069
Schmitt, N., & Kuljanin, G. (2008). Measurement invariance: Review of practice and implications. Human Resource Management Review, 18(4), 210–222. https://doi.org/10.1016/j.hrmr.2008.03.003
Seidel, L. J., Daniels, J. K., & Ostafin, B. D. (2023). The role of meaning in life in psychological distress during the COVID-19 pandemic. Anxiety, Stress, and Coping, 36(1), 67–82. https://doi.org/10.1080/10615806.2022.2113993
Seligman, M. E. P. (2011). Flourish: A visionary new understanding of happiness and well-being. Free Press.
Steele, L. G., & Lynch, S. M. (2013). The pursuit of happiness in China: Individualism, collectivism, and subjective well-being during China's economic and social transformation. Social indicators research, 114(2). https://doi.org/10.1007/s11205-012-0154-1
Steger, M. F., Frazier, P., Oishi, S., & Kaler, M. (2006). The meaning in life questionnaire: Assessing the presence of and search for meaning in life. Journal of Counseling Psychology, 53(1), 80–93. https://doi.org/10.1037/0022-0167.53.1.80
Steger, M. F., Kawabata, Y., Shimai, S., & Otake, K. (2008). The meaningful life in Japan and the United States: Levels and correlates of meaning in life. Journal of Research in Personality, 42(3), 660–678. https://doi.org/10.1016/j.jrp.2007.09.003
Sundararajan, L. (2020). Strong-Ties and weak-ties rationalities: Toward an expanded network theory. Review of General Psychology, 24(2), 134–143. https://doi.org/10.1177/1089268020916438
Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics (5 ed.). Allyn & Bacon/Pearson Education.
Triandis, H. C., Bontempo, R., Villareal, M. J., Asai, M., & Lucca, N. (1988). Individualism and collectivism: Cross-cultural perspectives on self-ingroup relationships. Journal of Personality and Social Psychology, 54(2), 323–338. https://doi.org/10.1037/0022-3514.54.2.323
Valdivia, D. S., & Li, P. F. J. (2022). Psychometric properties and internal validity of the multidimensional existential meaning scale. Measurement and Evaluation in Counseling and Development, 55(3), 166–186. https://doi.org/10.1080/07481756.2021.1998779
Venta, A., Bailey, C. A., Walker, J., Mercado, A., Colunga-Rodriguez, C., Angel-Gonzalez, M., & Davalos-Picazo, G. (2022). Reverse-coded items do not work in Spanish: Data from four samples using established measures. Frontiers in Psychology, 13, 828037. https://doi.org/10.3389/fpsyg.2022.828037
Wang, Y.-H., & Liao, H.-C. (2015). Construction and validation of a meaning in life scale in the Taiwanese cultural context. Psychological Reports, 117(2), 437–451. https://doi.org/10.2466/08.07.PR0.117c19z4
Warkentin, M., Charles-Pauvers, B., & Chau, P. (2015). Cross-cultural IS research: Perspectives from Eastern and Western traditions. European Journal of Information Systems, 24, 229–233. https://doi.org/10.1057/ejis.2015.7
Watson, D., & Clark, L. 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
Wen, J., & Miao, M. (2021). Relationships between meaning in life, positive and negative affect, and eating behaviors: A daily diary study. Journal of Happiness Studies, 23(4), 1315–1331. https://doi.org/10.1007/s10902-021-00450-w
Worthington, R. L., & Whittaker, T. A. (2016). Scale development research: A content analysis and recommendations for best practices. The Counseling Psychologist, 34(6), 806–838. https://doi.org/10.1177/0011000006288127
Xiong, C. Q., & Xu, Y. L. (2009). Reliability and validity of the Satisfaction with Life scale for Chinese demos. China Journal of Health Psychology, 17(8), 948–949. https://doi.org/10.13342/j.cnki.cjhp.2009.08.026
Yalom, I. D. (1980). Existential psychotherapy. Basic Books.
Yu, E. A., Chang, E. C., & Kim, J. H. J. (2016). Asian American culturally relevant values as predictors of meaning in life in Asian and European American college students: Evidence for cultural differences? Asian American Journal of Psychology, 7(3), 159–166. https://doi.org/10.1037/aap0000042
Zhou, Z., Zheng, L., Qi, W., & Miao, M. (2022). Finding meaning from the present and future: The mediating role of meaning in life between temporal focus and mental health. Journal of Pacific Rim Psychology, 16, Article 18344909221138710. https://doi.org/10.1177/18344909221138710
Zhu, C., Su, R., Zhang, X., & Liu, Y. (2021). Relation between narcissism and meaning in life: The role of conspicuous consumption. Heliyon, 7(9), e07885–e07885. https://doi.org/10.1016/j.heliyon.2021.e07885
Zhu, C., Su, R., Zhang, X., Yin, Y., & Liu, Y. (2022). Are social dominance and aggression completely harmful to an individual’s meaning in life? an explanation from the perspective of external value. Current Psychology. https://doi.org/10.1007/s12144-022-02781-0
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Zhou, Z., Qi, W., He, Q. et al. Which One is the Best for Evaluating the Multidimensional Structure of Meaning in Life Among Chinese: A Comparison of Three Multidimensional Scales. Applied Research Quality Life (2024). https://doi.org/10.1007/s11482-024-10307-y
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DOI: https://doi.org/10.1007/s11482-024-10307-y