Multidimensional Meaning in Life: Turkish Validation of the 3DM Using a Bifactor Model
Year 2024,
, 313 - 320, 20.12.2024
Mustafa Subaşı
,
Sefa Bulut
,
Hakan Karaman
,
Evgeny N. Osin
Abstract
Recent research highlights the importance of multidimensional measurement in assessing meaning in life. The Three Dimensional Meaning in Life Scale (3DM) is a self-report measure based on a tripartite framework including significance, coherence, and purpose. The present study aimed to assess the psychometric properties of the Turkish version of the 3DM. The first-order confirmatory factor analysis confirmed that the Turkish version replicated the original three-factor structure of the 3DM. The model showed a good fit to the present data. The bifactor model of the 3DM supported a multidimensional structure of meaning in life, and measurement invariance indices demonstrated consistent psychometric properties across gender groups. The 3DM subscales had good reliability, with strong item-total correlations ranging from .47 to .76. They had significant positive associations with meaning in life and well-being indicators. The results provided evidence for the structural and convergent validity of the 3DM. Overall, the Turkish 3DM is a valid and reliable measure.
Supporting Institution
HSE University
References
- Aron, A., Aron, E., & Copus, E. (2014). Statistics for psychology. Pearson.
- Beyer, S. L. (2023). Validation of a German-translated version of the three dimensional meaning in life scale (Bachelor’s thesis, University of Twente).
- Byrne, B. M. (1994). Structural Equation Modeling with EQS and EQS/Windows. Thousand Oaks, CA: Sage Publications.
- Davies, G., Klaassen, D., & Längle, A. (2014). Purpose in life test. In M. A. C (Ed.) Encyclopedia of Quality of Life Research. Springer.
- Diener, E. D., 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
- Dueber, D. M. (2017). Bifactor indices calculator: A microsoft excel-based tool to calculate various indices relevant to bifactor CFA models. https://doi.org/10.13023/edp.tool.01
- Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. https://doi.org/10.1037/1082-989X.4.3.272
- 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. The Journal of Positive Psychology, 12(6), 613-627. https://doi.org/10.1080/17439760.2016.1209546
- Gerymski, R., & Krok, D. (2020). A Polish adaptation of the Multidimensional Existential Meaning Scale: Internal structure, reliability, and validity. Roczniki Psychologiczne, 23(2), 173-190. http://doi.org/10.18290/rpsych20232-4
Gorsuch, R. L. (1983). Factor analysis (2nd ed.). Erlbaum.
- Hancock, G. R., & Mueller, R. O. (2001). Rethinking construct reliability within latent variable systems. In R. Cudeck, S. du Toit, & D. Sorbom (Eds), Structural equation modeling: Present and future—A Festschrift in honor of Karl Joreskog (pp. 195–216). Scientific Software International.
- Heintzelman, S. J., & King, L. A. (2014). (The feeling of) meaning-as-information. Personality and Social Psychology Review, 18(2), 153-167.
https://doi.org/10.1177/1088868313518487
- Huta, V., & Ryan, R. M. (2010). Pursuing pleasure or virtue: The differential and overlapping well-being benefits of hedonic and eudaimonic motives. Journal of Happiness Studies, 11, 735-762. https://doi.org/10.1007/s10902-009-9171-4
- Keyes, C. L., Wissing, M., Potgieter, J. P., Temane, M., Kruger, A., & Van Rooy, S. (2008). Evaluation of the mental health continuum–short form (MHC–SF) in setswana‐speaking South Africans. Clinical Psychology & Psychotherapy, 15(3), 181-192. https://doi.org/10.1002/cpp.572
- Kline, R. B. (2015). Principles and practice of structural equation modeling. The Guilford Press.
Leontiev, D. A. (2016). Personal meaning: A challenge for psychology. In Positive psychology in search for meaning (pp. 3-14). Routledge.
- Marco, J. H., García-Alandete, J., Perez Rodriguez, S., Guillén, V., Baños, R. M., & Tormo-Irun, M. P. (2022). Spanish Validation of the Multidimensional Existential Meaning Scale: Which Dimension of Meaning in Life Is More Associated With Psychopathology in People With Mental Disorders?. Frontiers in Psychiatry, 13, 832934.
https://doi.org/10.3389/fpsyt.2022.832934
- 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
- Martela, F., & Steger, M. F. (2023). 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, 18(4), 606-626. https://doi.org/10.1080/17439760.2022.2070528
- McKnight, P. E., & Kashdan, T. B. (2009). Purpose in life as a system that creates and sustains health and well-being: An integrative, testable theory. Review of General Psychology, 13(3), 242-251. https://doi.org/10.1037/a0017152
- Reise, S. P., Scheines, R., Widaman, K. F., & Haviland, M. G. (2013). Multidimensionality and structural coefficient bias in structural equation modeling a bifactor perspective. Educational and Psychological Measurement, 73(1), 5– 26.
https://doi.org/10.1177/0013164412449831
- Rodriguez, A., Reise, S. P., & Haviland, M. G. (2016). Evaluating bifactor models: Calculating and interpreting statistical indices. Psychological Methods, 21(2), 137–150.
https://doi.org/10.1037/met0000045
- 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
- Sheldon, K. M., & Hilpert, J. C. (2012). The balanced measure of psychological needs (BMPN) scale: An alternative domain general measure of need satisfaction. Motivation and Emotion, 36, 439-451. https://doi.org/10.1007/s11031-012-9279-4
- 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., Oishi, S., & Kashdan, T. B. (2009). Meaning in life across the life span: Levels and correlates of meaning in life from emerging adulthood to older adulthood. The Journal of Positive Psychology, 4(1), 43-52.
https://doi.org/10.1080/17439760802303127
- Stucky, B. D., & Edelen, M. O. (2015). Using hierarchical IRT models to create unidimensional measures from multidimensional data. In S. P. Reise & D. A. Revicki (Eds), Handbook of item response theory modeling: Applications to typical performance assessment (pp. 183–206). Routledge.
- Subasi, M., Karaman, H., Bulut, S., & Osin, E. N. (2024). Turkish Validation of the Multidimensional Existential Meaning Scale (MEMS): A Bifactor Model Approach. Submitted manuscript.
- Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics. Pearson Education
Çok Boyutlu Yaşamda Anlam: 3DM Ölçeğinin Bifaktör Modeli Aracılığıyla Türkçe Güvenirlik ve Geçerliği Çalışması
Year 2024,
, 313 - 320, 20.12.2024
Mustafa Subaşı
,
Sefa Bulut
,
Hakan Karaman
,
Evgeny N. Osin
Abstract
Son zamanlarda yapılan araştırmalar, yaşamda anlamın değerlendirilmesinde çok boyutlu ölçme araçlarının önemini vurgulamaktadır. Üç Boyutlu Yaşamda Anlam Ölçeği (3DM) kişisel anlam, tutarlılık ve amaç olmak üzere üç faktörlü bir öz bildirim ölçeğidir. Bu çalışma, 3DM ölçeğinin Türkçe versiyonunun psikometrik özelliklerini değerlendirmeyi amaçlamıştır. Birinci düzey doğrulayıcı faktör analizi, Türkçe 3DM’in orijinal üç faktörlü yapısını doğruladığını bulmuştur. Model mevcut verilere iyi bir uyum göstermiştir. 3DM’nin bifaktör modeli, yaşamda anlamın çok boyutlu bir şekilde değerlendirilmesini desteklemiş ve ölçme değişmezliği endeksleri cinsiyet grupları arasında tutarlı psikometrik özellikler göstermiştir. 3DM alt ölçekleri .47 ile .76 arasında değişen güçlü madde-toplam korelasyonları ile iyi bir güvenirlik göstermiştir. Alt boyutların diğer yaşamda anlam ve iyi oluş göstergeleri ile anlamlı pozitif ilişkileri olduğu bulunmuştur. Sonuçlar, 3DM’nin yapısal ve yakınsak geçerliliği için kanıt sağlamıştır. Sonuç olarak, 3DM’in Türkçe versiyonu geçerli ve güvenilir bir ölçme aracıdır.
References
- Aron, A., Aron, E., & Copus, E. (2014). Statistics for psychology. Pearson.
- Beyer, S. L. (2023). Validation of a German-translated version of the three dimensional meaning in life scale (Bachelor’s thesis, University of Twente).
- Byrne, B. M. (1994). Structural Equation Modeling with EQS and EQS/Windows. Thousand Oaks, CA: Sage Publications.
- Davies, G., Klaassen, D., & Längle, A. (2014). Purpose in life test. In M. A. C (Ed.) Encyclopedia of Quality of Life Research. Springer.
- Diener, E. D., 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
- Dueber, D. M. (2017). Bifactor indices calculator: A microsoft excel-based tool to calculate various indices relevant to bifactor CFA models. https://doi.org/10.13023/edp.tool.01
- Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. https://doi.org/10.1037/1082-989X.4.3.272
- 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. The Journal of Positive Psychology, 12(6), 613-627. https://doi.org/10.1080/17439760.2016.1209546
- Gerymski, R., & Krok, D. (2020). A Polish adaptation of the Multidimensional Existential Meaning Scale: Internal structure, reliability, and validity. Roczniki Psychologiczne, 23(2), 173-190. http://doi.org/10.18290/rpsych20232-4
Gorsuch, R. L. (1983). Factor analysis (2nd ed.). Erlbaum.
- Hancock, G. R., & Mueller, R. O. (2001). Rethinking construct reliability within latent variable systems. In R. Cudeck, S. du Toit, & D. Sorbom (Eds), Structural equation modeling: Present and future—A Festschrift in honor of Karl Joreskog (pp. 195–216). Scientific Software International.
- Heintzelman, S. J., & King, L. A. (2014). (The feeling of) meaning-as-information. Personality and Social Psychology Review, 18(2), 153-167.
https://doi.org/10.1177/1088868313518487
- Huta, V., & Ryan, R. M. (2010). Pursuing pleasure or virtue: The differential and overlapping well-being benefits of hedonic and eudaimonic motives. Journal of Happiness Studies, 11, 735-762. https://doi.org/10.1007/s10902-009-9171-4
- Keyes, C. L., Wissing, M., Potgieter, J. P., Temane, M., Kruger, A., & Van Rooy, S. (2008). Evaluation of the mental health continuum–short form (MHC–SF) in setswana‐speaking South Africans. Clinical Psychology & Psychotherapy, 15(3), 181-192. https://doi.org/10.1002/cpp.572
- Kline, R. B. (2015). Principles and practice of structural equation modeling. The Guilford Press.
Leontiev, D. A. (2016). Personal meaning: A challenge for psychology. In Positive psychology in search for meaning (pp. 3-14). Routledge.
- Marco, J. H., García-Alandete, J., Perez Rodriguez, S., Guillén, V., Baños, R. M., & Tormo-Irun, M. P. (2022). Spanish Validation of the Multidimensional Existential Meaning Scale: Which Dimension of Meaning in Life Is More Associated With Psychopathology in People With Mental Disorders?. Frontiers in Psychiatry, 13, 832934.
https://doi.org/10.3389/fpsyt.2022.832934
- 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
- Martela, F., & Steger, M. F. (2023). 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, 18(4), 606-626. https://doi.org/10.1080/17439760.2022.2070528
- McKnight, P. E., & Kashdan, T. B. (2009). Purpose in life as a system that creates and sustains health and well-being: An integrative, testable theory. Review of General Psychology, 13(3), 242-251. https://doi.org/10.1037/a0017152
- Reise, S. P., Scheines, R., Widaman, K. F., & Haviland, M. G. (2013). Multidimensionality and structural coefficient bias in structural equation modeling a bifactor perspective. Educational and Psychological Measurement, 73(1), 5– 26.
https://doi.org/10.1177/0013164412449831
- Rodriguez, A., Reise, S. P., & Haviland, M. G. (2016). Evaluating bifactor models: Calculating and interpreting statistical indices. Psychological Methods, 21(2), 137–150.
https://doi.org/10.1037/met0000045
- 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
- Sheldon, K. M., & Hilpert, J. C. (2012). The balanced measure of psychological needs (BMPN) scale: An alternative domain general measure of need satisfaction. Motivation and Emotion, 36, 439-451. https://doi.org/10.1007/s11031-012-9279-4
- 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., Oishi, S., & Kashdan, T. B. (2009). Meaning in life across the life span: Levels and correlates of meaning in life from emerging adulthood to older adulthood. The Journal of Positive Psychology, 4(1), 43-52.
https://doi.org/10.1080/17439760802303127
- Stucky, B. D., & Edelen, M. O. (2015). Using hierarchical IRT models to create unidimensional measures from multidimensional data. In S. P. Reise & D. A. Revicki (Eds), Handbook of item response theory modeling: Applications to typical performance assessment (pp. 183–206). Routledge.
- Subasi, M., Karaman, H., Bulut, S., & Osin, E. N. (2024). Turkish Validation of the Multidimensional Existential Meaning Scale (MEMS): A Bifactor Model Approach. Submitted manuscript.
- Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics. Pearson Education