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The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing

A growing literature supports the expansion of mental health assessment to include indicators of mental wellbeing; however, the concurrent use of measures of wellbeing and distress introduces potential sources of measurement error. The current study examines whether the mental health continuum short...

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Autores principales: Iasiello, Matthew, Muir-Cochrane, Eimear, van Agteren, Joep, Fassnacht, Daniel B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9408727/
https://www.ncbi.nlm.nih.gov/pubmed/36011705
http://dx.doi.org/10.3390/ijerph191610072
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author Iasiello, Matthew
Muir-Cochrane, Eimear
van Agteren, Joep
Fassnacht, Daniel B.
author_facet Iasiello, Matthew
Muir-Cochrane, Eimear
van Agteren, Joep
Fassnacht, Daniel B.
author_sort Iasiello, Matthew
collection PubMed
description A growing literature supports the expansion of mental health assessment to include indicators of mental wellbeing; however, the concurrent use of measures of wellbeing and distress introduces potential sources of measurement error. The current study examines whether the mental health continuum short form is invariant to the level of participants’ psychological distress. Measurement invariance testing was conducted within an Australian population (n = 8406) who participated in an online survey. The depression anxiety stress scale was used to construct a non-distressed group (n = 6420) and a severe-distress group (n = 1968). Results showed that metric invariance was not observed, as item loadings on the latent variables were significantly different between the groups. This signifies that wellbeing items may be interpreted and valued differently by distressed and non-distressed individuals. Metric non-invariance indicates that total and subscale scores may not be equivalent, and caution is required when making comparisons between these groups.
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spelling pubmed-94087272022-08-26 The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing Iasiello, Matthew Muir-Cochrane, Eimear van Agteren, Joep Fassnacht, Daniel B. Int J Environ Res Public Health Article A growing literature supports the expansion of mental health assessment to include indicators of mental wellbeing; however, the concurrent use of measures of wellbeing and distress introduces potential sources of measurement error. The current study examines whether the mental health continuum short form is invariant to the level of participants’ psychological distress. Measurement invariance testing was conducted within an Australian population (n = 8406) who participated in an online survey. The depression anxiety stress scale was used to construct a non-distressed group (n = 6420) and a severe-distress group (n = 1968). Results showed that metric invariance was not observed, as item loadings on the latent variables were significantly different between the groups. This signifies that wellbeing items may be interpreted and valued differently by distressed and non-distressed individuals. Metric non-invariance indicates that total and subscale scores may not be equivalent, and caution is required when making comparisons between these groups. MDPI 2022-08-15 /pmc/articles/PMC9408727/ /pubmed/36011705 http://dx.doi.org/10.3390/ijerph191610072 Text en © 2022 by the authors. 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 Article
Iasiello, Matthew
Muir-Cochrane, Eimear
van Agteren, Joep
Fassnacht, Daniel B.
The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing
title The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing
title_full The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing
title_fullStr The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing
title_full_unstemmed The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing
title_short The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing
title_sort effect of psychological distress on measurement invariance in measures of mental wellbeing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9408727/
https://www.ncbi.nlm.nih.gov/pubmed/36011705
http://dx.doi.org/10.3390/ijerph191610072
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