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Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway
PURPOSE: Results from previous studies examining the dimensionality and factorial invariance of the Satisfaction with Life Scale (SWLS) are inconsistent and often based on small samples. This study examines the factorial structure and factorial invariance of the SWLS in a Norwegian sample. METHODS:...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3178031/ https://www.ncbi.nlm.nih.gov/pubmed/21308414 http://dx.doi.org/10.1007/s11136-011-9859-x |
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author | Clench-Aas, Jocelyne Nes, Ragnhild Bang Dalgard, Odd Steffen Aarø, Leif Edvard |
author_facet | Clench-Aas, Jocelyne Nes, Ragnhild Bang Dalgard, Odd Steffen Aarø, Leif Edvard |
author_sort | Clench-Aas, Jocelyne |
collection | PubMed |
description | PURPOSE: Results from previous studies examining the dimensionality and factorial invariance of the Satisfaction with Life Scale (SWLS) are inconsistent and often based on small samples. This study examines the factorial structure and factorial invariance of the SWLS in a Norwegian sample. METHODS: Confirmatory factor analysis (AMOS) was conducted to explore dimensionality and test for measurement invariance in factor structure, factor loadings, intercepts, and residual variance across gender and four age groups in a large (N = 4,984), nationally representative sample of Norwegian men and women (15–79 years). RESULTS: The data supported a modified unidimensional structure. Factor loadings could be constrained to equality between the sexes, indicating metric invariance between genders. Further testing indicated invariance also at the strong and strict levels, thus allowing analyses involving group means. The SWLS was shown to be sensitive to age, however, at the strong and strict levels of invariance testing. CONCLUSION: In conclusion, the results in this Norwegian study seem to confirm that a unidimensional structure is acceptable, but that a modified single-factor model with correlations between error terms of items 4 and 5 is preferred. Additionally, comparisons may be made between the genders. Caution must be exerted when comparing age groups. |
format | Online Article Text |
id | pubmed-3178031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-31780312011-09-30 Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway Clench-Aas, Jocelyne Nes, Ragnhild Bang Dalgard, Odd Steffen Aarø, Leif Edvard Qual Life Res Article PURPOSE: Results from previous studies examining the dimensionality and factorial invariance of the Satisfaction with Life Scale (SWLS) are inconsistent and often based on small samples. This study examines the factorial structure and factorial invariance of the SWLS in a Norwegian sample. METHODS: Confirmatory factor analysis (AMOS) was conducted to explore dimensionality and test for measurement invariance in factor structure, factor loadings, intercepts, and residual variance across gender and four age groups in a large (N = 4,984), nationally representative sample of Norwegian men and women (15–79 years). RESULTS: The data supported a modified unidimensional structure. Factor loadings could be constrained to equality between the sexes, indicating metric invariance between genders. Further testing indicated invariance also at the strong and strict levels, thus allowing analyses involving group means. The SWLS was shown to be sensitive to age, however, at the strong and strict levels of invariance testing. CONCLUSION: In conclusion, the results in this Norwegian study seem to confirm that a unidimensional structure is acceptable, but that a modified single-factor model with correlations between error terms of items 4 and 5 is preferred. Additionally, comparisons may be made between the genders. Caution must be exerted when comparing age groups. Springer Netherlands 2011-02-10 2011 /pmc/articles/PMC3178031/ /pubmed/21308414 http://dx.doi.org/10.1007/s11136-011-9859-x Text en © The Author(s) 2011 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited. |
spellingShingle | Article Clench-Aas, Jocelyne Nes, Ragnhild Bang Dalgard, Odd Steffen Aarø, Leif Edvard Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway |
title | Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway |
title_full | Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway |
title_fullStr | Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway |
title_full_unstemmed | Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway |
title_short | Dimensionality and measurement invariance in the Satisfaction with Life Scale in Norway |
title_sort | dimensionality and measurement invariance in the satisfaction with life scale in norway |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3178031/ https://www.ncbi.nlm.nih.gov/pubmed/21308414 http://dx.doi.org/10.1007/s11136-011-9859-x |
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