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Measurement invariance of the Satisfaction with Life Scale by gender, age, marital status and educational level

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Abstract

Introduction

The Satisfaction with Life Scale (SWLS) has shown strong evidence of acceptability, reliability, validity and invariance for gender, whereas there is mixed evidence of invariance by culture and age and the literature has not explored the roles of marital status and educational level. The SWLS should be invariant by marital status and educational level to be able to compare scores between groups. We aimed to explore the invariance of the SWLS by marital status and educational level.

Method

A convenience sample of 726 Spanish adults participated in a survey. We tested a one-factor model using confirmatory factor analysis. We tested the configural, metric and scalar invariance of the factorial structure of the SWLS by gender, age, marital status and level of education.

Results

The results show a scalar invariance by gender and educational level and a partial scalar invariance by marital status. Women and individuals in a relationship show greater subjective well-being while no differences are observed among people with different educational levels.

Discussion

The SLWS is valid for comparisons between genders, age, educational levels but not for marital status. It is essential to verify its invariance to interpret mean differences and significance values appropriately.

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References

  1. Cummins, R. A. (2013). Measuring happiness and subjective well-being. In S. A. David, I. Boniwell & A. Conley Ayers (Eds.), Oxford handbook of happiness (pp. 185–200). Oxford: Oxford University Press.

    Google Scholar 

  2. Diener, E., & Emmons, R. A. (1984). The independence of positive and negative affect. Journal of Personality and Social Psychology, 47, 1105–1117. https://doi.org/10.1037/0022-3514.47.5.1105.

    Article  CAS  Google Scholar 

  3. 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.

    Article  CAS  Google Scholar 

  4. Emerson, S. D., Guhn, M., & Gadermann, A. M. (2017). Measurement invariance of the Satisfaction with Life Scale: Reviewing three decades of research. Quality of Life Research, 26, 2251–2264. https://doi.org/10.1007/s11136-017-1552-2.

    Article  PubMed  Google Scholar 

  5. Bai, X., Wu, C., Zheng, R., & Ren, X. (2011). The psychometric evaluation of the Satisfaction with Life Scale using a nationally representative sample of China. Journal of Happiness Studies, 12(2), 183–197. https://doi.org/10.1007/s10902-010-9186-x.

    Article  Google Scholar 

  6. Clench-Aas, J., Nes, R. B., Dalgard, O. S., & Aarø, L. E. (2011). Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway. Quality of Life Research, 20(8), 1131–1307. https://doi.org/10.1007/s11136-011-9859-x.

    Article  Google Scholar 

  7. Moksnes, U. K., Løhre, A., Byrne, D. G., & Haugan, G. (2014). Satisfaction with life scale in adolescents: Evaluation of factor structure and gender invariance in a Norwegian sample. Social Indicators Research, 118(2), 657–671. https://doi.org/10.1007/s11205-013-0451-3.

    Article  Google Scholar 

  8. Shevlin, M., Brunsden, V., & Miles, J. (1998). Satisfaction with life scale: Analysis of factorial invariance, mean structures and reliability. Personality and Individual Differences, 25(5), 911–916. https://doi.org/10.1016/S0191-8869(98)00088-9.

    Article  Google Scholar 

  9. Tomás, J. M., Gutiérrez, M., Sancho, P., & Romero, I. (2015). Measurement invariance of the Satisfaction with Life Scale (SWLS) by gender and age in Angola. Personality and Individual Differences, 85, 182–186. https://doi.org/10.1016/j.paid.2015.05.008.

    Article  Google Scholar 

  10. Hultell, D., & Gustavsson, J. P. (2008). A psychometric evaluation of the Satisfaction with Life Scale in a Swedish nationwide sample of university students. Personality and Individual Differences, 44(5), 1070–1079. https://doi.org/10.1016/j.paid.2007.10.030.

    Article  Google Scholar 

  11. Jovanovic, V. (2016). The validity of the Satisfaction with Life Scale in adolescents and a comparison with single-item life satisfaction measures: A preliminary study. Quality of Life Research, 25(12), 3173–3180. https://doi.org/10.1007/s11136-016-1331-5.

    Article  PubMed  Google Scholar 

  12. Zanon, C., Bardagi, M. P., Layous, K., & Hutz, C. S. (2014). Validation of the satisfaction with life scale to Brazilians: Evidences of measurement noninvariance across Brazil and US. Social Indicators Research, 119(1), 443–453. https://doi.org/10.1007/s11205-013-0478-5.

    Article  Google Scholar 

  13. Tucker, K. L., Ozer, D. J., Lyubomirsky, S., & Boehm, J. K. (2006). Testing for measurement invariance in the satisfaction with life scale: A comparison of Russians and North Americans. Social Indicators Research, 78(2), 341–360. https://doi.org/10.1007/s11205-005-1037-5.

    Article  Google Scholar 

  14. Blanchflower, D. G., & Oswald, A. J. (2004). Well-being over time in Britain and the USA. Journal of Public Economics, 88(7–8), 1359–1386. https://doi.org/10.1016/S0047-2727(02)00168-8.

    Article  Google Scholar 

  15. Dolan, P., Peasgood, T., & White, M. (2008). Do we really know what makes us happy? A review of the economic literature on the factors associated with subjective well-being. Journal of Economic Psychology, 29(1), 94–122. https://doi.org/10.1016/j.joep.2007.09.001.

    Article  Google Scholar 

  16. Ferrer-i-Carbonell, A., & Gowdy, J. M. (2007). Environmental degradation and happiness. Ecological Economics, 60(3), 509–516. https://doi.org/10.1016/j.ecolecon.2005.12.005.

    Article  Google Scholar 

  17. Muthén, L. K., & Muthén, B. O. (1998–2017). Mplus user’s guide (8th ed.). Los Angeles: Muthén & Muthén.

    Google Scholar 

  18. Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. https://doi.org/10.1080/10705519909540118.

    Article  Google Scholar 

  19. Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255. https://doi.org/10.1207/S15328007SEM0902_5.

    Article  Google Scholar 

  20. Raykov, T. (1997). Estimation of composite reliability for congeneric measures. Applied Psychological Measurement, 21(2), 173–184. https://doi.org/10.1177/01466216970212006.

    Article  Google Scholar 

  21. Sovet, L., Atitsogbe, K. A., Pari, P., Park, M. S. A., & Villieux, A. (2016). Psychometric evaluation of the satisfaction with life scale in Togo: A three-step approach. European Review of Applied Psychology, 66(5), 243–250, https://doi.org/10.1016/j.erap.2016.06.002.

    Article  Google Scholar 

  22. Atienza, F. L., Balaguer, I., & García-Merita, M. a. L. (2003). Satisfaction with life scale: Analysis of factorial invariance across sexes. Personality and Individual Differences, 35(6), 1255–1260. https://doi.org/10.1016/S0191-8869(02)00332-X.

    Article  Google Scholar 

  23. Jovanović, V., Joshanloo, M., Đunda, D., & Bakhshi, A. (2016). Gender differences in the relationship between domain-specific and general life satisfaction: A study in Iran and Serbia. Applied Research in Quality of Life, 12(1), 185–204. https://doi.org/10.1007/s11482-016-9461-z.

    Article  Google Scholar 

  24. Glaesmer, H., Grande, G., Braehler, E., & Roth, M. (2011). The German version of the Satisfaction with Life Scale (SWLS). European Journal of Psychological Assessment, 27(2), 127–132. https://doi.org/10.1027/1015-5759/a000058.

    Article  Google Scholar 

  25. Jongbloed, J. (2018). Higher education for happiness? Investigating the impact of education on the hedonic and eudaimonic well-being of Europeans. European Educational Research Journal, 17(5), 733–754. https://doi.org/10.1177/1474904118770818.

    Article  Google Scholar 

  26. Yue Cao, J. S., Krause, L. L., Saunders, & Jillian, M. R., & Clark (2015). Impact of marital status on 20-year subjective well-being trajectories. Topics in Spinal Cord Injury Rehabilitation, 21(3), 208–217. https://doi.org/10.1310/sci2103-208.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Moghnie, L., & Kazarian, S. S. (2012). Subjective happiness of lebanese college youth in Lebanon: Factorial structure and invariance of the Arabic Subjective Happiness Scale. Social Indicator Research, 109(2), 203–210. https://doi.org/10.1007/s11205-011-9895-5.

    Article  Google Scholar 

  28. Van de Schoot, R., Lugtig, P., & Hox, J. (2012). A checklist for testing measurement invariance. European Journal of Developmental Psychology, 9(4), 486–492. https://doi.org/10.1080/17405629.2012.686740.

    Article  Google Scholar 

  29. Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70. https://doi.org/10.1177/109442810031002.

    Article  Google Scholar 

  30. Finney, S. J., & DiStefano, C. (2006). Non-normal and categorical data in SEM. In R. Hancock & R. O. Mueller (Eds.), Structural equation modelling: A second course (pp. 269–314). Greenwich: Information Age Publishing.

    Google Scholar 

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Funding

Research reported in this publication was supported by the National Institute on Aging of the National Institutes of Health under Award Number P30AG035982. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

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Correspondence to Irene Checa.

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The authors of this manuscript certify that they have no affiliations with or involvement in any organization or entity with any financial interest or non-financial interest in the subject matter or materials discussed in this manuscript.

Ethical approval

Study procedures were determined by the University of València data control technician (and current director of the Chair of Privacy and Digital Transformation Microsoft-UV) as constituting non-identifiable, minimum risk survey research, in a private document signed electronically dated March 20th, 2015. Because it was an anonymous survey study, approval by the ethical committee is not necessary, according to Spanish legislation.

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Informed consent was obtained from all individual participants included in the study.

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Checa, I., Perales, J. & Espejo, B. Measurement invariance of the Satisfaction with Life Scale by gender, age, marital status and educational level. Qual Life Res 28, 963–968 (2019). https://doi.org/10.1007/s11136-018-2066-2

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