Research Article
BibTex RIS Cite

Settlement-Based Measurement Invariance of the Satisfaction with Life Scale in Turkish Young Adults

Year 2025, Volume: 9 Issue: 21, 350 - 362, 21.10.2025
https://doi.org/10.31458/iejes.1778815

Abstract

This study aimed to examine the measurement invariance of the Satisfaction with Life Scale (SWLS) based on the place of settlement among Turkish young adults. The study was conducted on 367 university students. A confirmatory factor analysis model was employed to test the multi-group measurement invariance of the SWLS. The findings supported a single-factor structure of the SWLS across subgroups. Measurement invariance tests confirmed the configural invariance, indicating that the overall concept of life satisfaction is similarly understood across different settlement groups. However, full metric invariance was not supported due to Item 1, which showed varying factor loadings depending on settlement type. After freeing this item, partial metric invariance was established, followed by scalar and strict invariance. These results suggest that, except for Item 1, the SWLS functions equivalently across groups, permitting valid comparisons of life satisfaction scores. In sum, the findings support the partial measurement invariance of the SWLS across settlement contexts in a young adult sample. Therefore, while the SWLS can be validly used as a unidimensional measure of satisfaction with life among Turkish young adults, partial metric invariance related to Item 1 should be taken into consideration

Ethical Statement

This study was approved by the Niğde Ömer Halisdemir University Ethics Committee (decision numbered E-86837521-050.99-25417

Project Number

-

References

  • Arıkan, Ç. A., & Zorbaz, S. (2020). Measurement invariance of the satisfaction with life scale across gender and time. Turkish Journal of Education, 9(4), 260-272. https://doi.org/10.19128/turje.774452.
  • Arnett, J. J. (2010). Oh, grow up! Generational grumbling and the new life stage of emerging adulthood--Commentary on Trzesniewski & Donnellan. Perspectives on Psychological Science, 5(1), 89-92. https://doi.org/10.1177/1745691609357016
  • Berry, B. J., & Okulicz-Kozaryn, A. (2011). An urban-rural happiness gradient. Urban Geography, 32(6), 871-883. https://doi.org/10.2747/0272-3638.32.6.871
  • Cengiz, S., Görmüş, S., & Oğuz, D. (2022). Analysis of the urban growth pattern through spatial metrics; Ankara City. Land Use Policy, 112, 105812. https://doi.org/10.1016/j.landusepol.2021.105812
  • Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255
  • Chu, S. Y., & Tan, C. L. (2019). Perception on the quality of life, communication and life satisfaction among individuals with Parkison’s and their caregivers. Ethiopian Journal of Health Sciences, 29(5), 551-558. https://doi.org/10.4314/ejhs.v29i5.4
  • Diener, E. (2000). Subjective well-being. The science of happiness and a proposal for a national index. American Psychologist, 55(1), 34-43.
  • 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.
  • Dittmann, J., & Goebel, J. (2010). Your house, your car, your education: The socioeconomic situation of the neighborhood and its impact on life satisfaction in Germany. Social Indicators Research, 96(3), 497-513.
  • Ekici, Y. E. & Zengin Çelik, H. (2022). The concept of quality of life from the perspective of urban planning discipline. Eksen Journal of Dokuz Eylul University Faculty of Architecture, 3(2), 19-37. https://doi.org/10.58317/eksen.1117389
  • Erdem, D. (2022). Measurement equivalence of the Turkish version of the satisfaction with life scale across Age. Journal of Measurement and Evaluation in Education and Psychology, 13(2), 134-144. https://doi.org//10.21031epod.923785
  • Erdem, D. (2023). The Turkish version of the satisfaction with life scale: Measurement invariance across gender. Journal of Computer and Education Research, 11(21), 95-111. Retrieved from https://dergipark.org.tr/en/download/article-file/2801933
  • Gamble, A., & Gärling, T. (2012). The relationships between life satisfaction, happiness, and current mood. Journal of Happiness Studies, 13, 31-45. https://doi.org/10.1007/s10902-011-9248-8.
  • García-Muñoz, T. M., Milgram-Baleix, J., & Odeh-Odeh, O. (2019). Inequality and life satisfaction in low-and middle-income countries: The role of opportunity. Societies, 9(2), 37-62. https://doi.org/10.3390/soc9020037
  • Graafland, J., & Lous, B. (2018). Economic freedom, income inequality and life satisfaction in OECD countries. Journal of Happiness Studies, 19(7), 2071-2093. Retrieved from https://link.springer.com/article/10.1007%2Fs10902-017-9905-7
  • Gao, W., & Smyth, R. (2011). What keeps China's migrant workers going? Expectations and happiness among China's floating population. Journal of the Asia Pacific Economy, 16(2), 163-182. https://www.tandfonline.com/doi/full/10.1080/13547860.2011.564749
  • Hand, C. (2020) Spatial influences on domains of life satisfaction in the UK. Regional Studies, 54(6), 802-813. https://doi.org/10.1080/00343404.2019.1645953
  • Hendriks, M., & Bartram, D. (2019). Bringing happiness into the study of migration and its consequences: What, why, and how? Journal of Immigrant & Refugee Studies, 17(3), 279-298. Retrieved from https://www.tandfonline.com/doi/full/10.1080/15562948.2018.1458169
  • 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
  • Jamison, L., Golino, H., & Christensen, A. P. (2022). Metric invariance in exploratory graph analysis via permutation testing. PsyArXiv. 26. https://doi.org/10.31234/osf.io/j4rx9
  • Knight, J., & Gunatilaka, R. (2011). Does economic growth raise happiness in China? Oxford Development Studies, 39(1), 1-24. https://doi.org/10.1080/13600818.2010.551006
  • Kratz, F. (2020). On the way from misery to happiness? A longitudinal perspective on economic migration and well-being. Migration Studies, 8(3), 307-355.
  • Liu, Q., & Pan, H. (2020). Investigation on life satisfaction of rural-to-urban migrant workers in China: A moderated mediation model. International Journal of Environmental Research and Public Health, 17(7), 2454. https://doi.org/10.3390/ijerph17072454
  • Luo, C. (2017). Income growth and happiness growth in China. Economic and Political Studies, 5(3), 266-284. https://doi.org/10.1080/20954816.2017.1345153
  • Lakshmanasamy, T., & Maya, K. (2020). The effect of income inequality on happiness inequality in India: A recentered influence function regression estimation and life satisfaction inequality decomposition. Indian Journal of Human Development, 14(2), 161-181.
  • Layous, K., Chancellor, J., & Lyubomirsky, S. (2014). Positive activities as protective factors against mental health conditions. Journal of Abnormal Psychology, 123(1), 3-12.
  • Leal Filho, W., Brandli, L.L., Becker, D., Skanavis, C., Kounani, A., Sardi, C., Papaioannidou, D., Paco, A., … & Marans, R.W. (2019a). Sustainable development policies as indicators and pre-conditions for sustainability efforts at universities: fact or fiction. International Journal of Sustainability in Higher Education, 19(1), 85-113.
  • Leung, A. S., Ha Cheung, Y., & Liu, X. (2011). The relations between life domain satisfaction and subjective well-being. Journal of Managerial Psychology, 26(2), 155-169.
  • Lucas, Jr, R. E. (2004). Life earnings and rural-urban migration. Journal of Political Economy, 112(1), 29-59. https://doi.org/10.1086/379942
  • Luyckx, K., Vansteenkiste, M., Goossens, L., & Duriez, B. (2009). Basic need satisfaction and identity formation: Bridging self-determination theory and process-oriented identity research. Journal of Counseling Psychology, 56(2), 276-288. https://doi.org/10.1037/a0015349.
  • Mao, Y., Xie, M., Li, M., Gu, C., Chen, Y., Zhang, Z., & Peng, C. (2022). Promoting academic self-efficacy, positive relationships, and psychological resilience for Chinese university students’ life satisfaction. Educational Psychology, 43(1), 78–97.
  • Mikucka, M., Sarracino, F., & Dubrow, J. K. (2017). When does economic growth improve life satisfaction? Multilevel analysis of the roles of social trust and income inequality in 46 countries, 1981–2012. World Development, 93, 447-459.
  • Milfont, T. L., & Fischer, R. (2010). Testing measurement invariance across groups: Applications in cross-cultural research. International Journal of Psychological Research, 3(1), 111-130.
  • Morrison, P. S., & Weckroth, M. (2018). Human values, subjective well-being and the metropolitan region. Regional Studies, 52(3), 325-337. https://doi.org/10.1080/00343404.2017.1331036.
  • Mouratidis, K. (2018a). Built environment and social well-being: How does urban form affect social life and personal relationships? Cities, 74, 7-20. https://doi.org/10.1016/j.cities.2017.10.020
  • Mouratidis, K. (2018c). Rethinking how built environments influence subjective well-being: A new conceptual framework. Journal of Urbanism: International Research on Placemaking and Urban Sustainability, 11(1), 24-40. https://doi.org/10.1080/17549175.2017.1310749
  • Mouratidis, K. (2019). Compact city, urban sprawl, and subjective well-being. Cities, 92, 261-272.
  • Muthén, B., & Kaplan, D. (1985). A comparison of some methodologies for the factor analysis of non-normal Likert variables. British Journal of Mathematical and Statistical Psychology, 38(2), 171-189. https://doi.org/10.1111/j.2044-8317.1985.tb00832.x
  • Oswald, A., & Wu, S. (2011). Well-being across America. Review of Economics and Statistics, 93(4), 1118–1134. https://doi.org/10.1162/REST_a_00133
  • Ozturk, H. K., & Var, E. C. (2024). Examining the Measurement Invariance of the Satisfaction with Life Scale across Different Age Groups. Asian Journal of Education and Training, 10(2), 124-130. https://doi.org/10.20448/edu.v10i2.5756.
  • Pachankis, J. E., & Bränström, R. (2018). Hidden from happiness: Structural stigma, sexual orientation concealment, and life satisfaction across 28 countries. Journal of Consulting and Clinical Psychology, 86(5), 403–415. https://doi.org/10.1037/ccp0000299
  • Pavot, W., & Diener, E. (1993). Review of the Satisfaction with Life Scale. Psychological Assessment, 5(2), 164 –172. https://doi.org/10.1037/1040-3590.5.2.164
  • Prati, G. (2024). The relationship between rural-urban place of residence and subjective well-being is nonlinear and its substantive significance is questionable. International Journal of Applied Positive Psychology, 9(1), 27-43.
  • Proctor, C. L., Linley, P. A., & Maltby, J. (2009). Youth life satisfaction: A review of the literature. Journal of Happiness Studies, 10(5), 583-630.
  • Sadeghi, K. (Ed.). (2024). Routledge handbook of technological advances in researching language learning. Taylor & Francis Group. https://doi.org/10.4324/9781003459088
  • Senlier, N., Yildiz, R., & Aktaş, E. D. (2009). A perception survey for the evaluation of urban quality of life in Kocaeli and a comparison of the life satisfaction with the European cities. Social Indicators Research, 94(2), 213-226. https://doi.org/10.1007/s11205-008-9361-1
  • Stiglitz, J. E., Sen, A., & Fitoussi, J. P. (2009). Report by the commission on the measurement of economic performance and social progress. Retrieved from https://ec.europa.eu/eurostat/documents/8131721/8131772/ Stiglitz-Sen-Fitoussi-Commission-report.pdf
  • Thomas, T. D., Abts, K., & Vander Weyden, P. (2014). Measurement invariance, response styles, and rural–urban measurement comparability. Journal of Cross-Cultural Psychology, 45(7), 1011-1027. Retrieved from http://jcc.sagepub.com/content/45/7/1011
  • Trible H (2015). Emerging adulthood: defining the life stage and its developmental tasks, Thesis, James Madison University, Harrisonburg, VA. Retrieved from https://commons.lib.jmu.edu/cgi/viewcontent.cgi?article=1007&context=edspec201019
  • Turkish Statistical Institute. (2024). Youth in Statistics, 2024: Summary results. Retrieved from https://data.tuik.gov.tr/Bulten/Index?p=Youth-in-Statistics-2024-54077&dil=2
  • UNESCO (2014). Shaping the future we want: UN decade of education for sustainable development; final report. Retrieved from https://unesdoc.unesco.org/ark:/48223/pf0000230171
  • Wang, D., Hu, M., & Xu, Q. (2017). Testing the factorial invariance of the Satisfaction with Life Scale across Chinese adolescents. Social Behavior and Personality: An International Journal, 45(3), 505-516. https://doi.org/10.2224/sbp.6222
  • Wang, F., & Wang, D. (2016). Geography of urban life satisfaction: An empirical study of Beijing. Travel Behaviour and Society, 5, 14-22. https://doi.org/10.1016/j.tbs.2015.10.001
  • Xu, T., Nordin, N. A., & Aini, A. M. (2022). Urban green space and subjective well-being of older people: a systematic literature review. International Journal of Environmental Research and Public Health, 19(21), 14227. https://doi.org/10.3390/ijerph192114227.
  • Ye, X. (2012). Education and inequality across Europe. Review of Social Economy, 70(4), 527-531.
  • Yenigul, S. B. (2005). The effects of migration on urban. Gazi University Journal of Science, 18(2), 273-288. Retrieved from https://dergipark.org.tr/en/download/article-file/83331
  • Yetim, U. (1993). Life satisfaction: A study based on the organization of personal projects. Social Indicators Research, 29(3), 277-289.
There are 57 citations in total.

Details

Primary Language English
Subjects Measurement Theories and Applications in Education and Psychology
Journal Section Research Article
Authors

Devrim Erdem 0000-0003-1810-2454

Project Number -
Early Pub Date October 19, 2025
Publication Date October 21, 2025
Submission Date September 5, 2025
Acceptance Date October 19, 2025
Published in Issue Year 2025 Volume: 9 Issue: 21

Cite

APA Erdem, D. (2025). Settlement-Based Measurement Invariance of the Satisfaction with Life Scale in Turkish Young Adults. International E-Journal of Educational Studies, 9(21), 350-362. https://doi.org/10.31458/iejes.1778815

21067            33654                  14842 33674

We would like to share important news with you. International e-journal of Educational Studies indexed in EBSCO Education Full Text Database Coverage List H.W. Wilson Index since January 7th, 2020.
https://www.ebsco.com/m/ee/Marketing/titleLists/eft-coverage.pdf

IEJES has been indexed in the Education Source Ultimate database, which is the upper version of the Education Full Text (H.W. Wilson) and Education Full Text (H.W. Wilson) database, from 2020 to the present.

https://www.ebsco.com/m/ee/Marketing/titleLists/esu-coverage.htm

Creative Commons License


This work is licensed under a Creative Commons Attribution 4.0 International License.