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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:...

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Autores principales: Clench-Aas, Jocelyne, Nes, Ragnhild Bang, Dalgard, Odd Steffen, Aarø, Leif Edvard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2011
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.
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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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