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Do Cross-Group Differences in Life Satisfaction Reflect Measurement Bias or True Differences in Life Satisfaction? Evidence from a Dutch National Sample
The purpose of this study was to examine measurement invariance of the Dutch version of the Satisfaction with Life Scale between groups based on gender, age, education, perceived difficulty of the survey, perceived clarity of the survey, and national background. A nationally representative Dutch sam...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9517546/ https://www.ncbi.nlm.nih.gov/pubmed/36141958 http://dx.doi.org/10.3390/ijerph191811687 |
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author | Joshanloo, Mohsen |
author_facet | Joshanloo, Mohsen |
author_sort | Joshanloo, Mohsen |
collection | PubMed |
description | The purpose of this study was to examine measurement invariance of the Dutch version of the Satisfaction with Life Scale between groups based on gender, age, education, perceived difficulty of the survey, perceived clarity of the survey, and national background. A nationally representative Dutch sample was used (N = 5369). Multiple-groups confirmatory factor analysis was conducted to test measurement invariance. Full metric and scalar invariance were supported for all groups studied. These results indicate that the items of the scale are understood and answered similarly by all groups. Therefore, the 5 items of the Satisfaction with Life Scale measure the same construct in all groups. In other words, the differences in the life satisfaction scores are indicative of actual differences in life satisfaction rather than measurement artifacts and biases. This means that the levels of life satisfaction can be meaningfully compared between groups in The Netherlands. |
format | Online Article Text |
id | pubmed-9517546 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95175462022-09-29 Do Cross-Group Differences in Life Satisfaction Reflect Measurement Bias or True Differences in Life Satisfaction? Evidence from a Dutch National Sample Joshanloo, Mohsen Int J Environ Res Public Health Brief Report The purpose of this study was to examine measurement invariance of the Dutch version of the Satisfaction with Life Scale between groups based on gender, age, education, perceived difficulty of the survey, perceived clarity of the survey, and national background. A nationally representative Dutch sample was used (N = 5369). Multiple-groups confirmatory factor analysis was conducted to test measurement invariance. Full metric and scalar invariance were supported for all groups studied. These results indicate that the items of the scale are understood and answered similarly by all groups. Therefore, the 5 items of the Satisfaction with Life Scale measure the same construct in all groups. In other words, the differences in the life satisfaction scores are indicative of actual differences in life satisfaction rather than measurement artifacts and biases. This means that the levels of life satisfaction can be meaningfully compared between groups in The Netherlands. MDPI 2022-09-16 /pmc/articles/PMC9517546/ /pubmed/36141958 http://dx.doi.org/10.3390/ijerph191811687 Text en © 2022 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Brief Report Joshanloo, Mohsen Do Cross-Group Differences in Life Satisfaction Reflect Measurement Bias or True Differences in Life Satisfaction? Evidence from a Dutch National Sample |
title | Do Cross-Group Differences in Life Satisfaction Reflect Measurement Bias or True Differences in Life Satisfaction? Evidence from a Dutch National Sample |
title_full | Do Cross-Group Differences in Life Satisfaction Reflect Measurement Bias or True Differences in Life Satisfaction? Evidence from a Dutch National Sample |
title_fullStr | Do Cross-Group Differences in Life Satisfaction Reflect Measurement Bias or True Differences in Life Satisfaction? Evidence from a Dutch National Sample |
title_full_unstemmed | Do Cross-Group Differences in Life Satisfaction Reflect Measurement Bias or True Differences in Life Satisfaction? Evidence from a Dutch National Sample |
title_short | Do Cross-Group Differences in Life Satisfaction Reflect Measurement Bias or True Differences in Life Satisfaction? Evidence from a Dutch National Sample |
title_sort | do cross-group differences in life satisfaction reflect measurement bias or true differences in life satisfaction? evidence from a dutch national sample |
topic | Brief Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9517546/ https://www.ncbi.nlm.nih.gov/pubmed/36141958 http://dx.doi.org/10.3390/ijerph191811687 |
work_keys_str_mv | AT joshanloomohsen docrossgroupdifferencesinlifesatisfactionreflectmeasurementbiasortruedifferencesinlifesatisfactionevidencefromadutchnationalsample |