Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1784774673241735168 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9408727 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT iasiellomatthew theeffectofpsychologicaldistressonmeasurementinvarianceinmeasuresofmentalwellbeing AT muircochraneeimear theeffectofpsychologicaldistressonmeasurementinvarianceinmeasuresofmentalwellbeing AT vanagterenjoep theeffectofpsychologicaldistressonmeasurementinvarianceinmeasuresofmentalwellbeing AT fassnachtdanielb theeffectofpsychologicaldistressonmeasurementinvarianceinmeasuresofmentalwellbeing AT iasiellomatthew effectofpsychologicaldistressonmeasurementinvarianceinmeasuresofmentalwellbeing AT muircochraneeimear effectofpsychologicaldistressonmeasurementinvarianceinmeasuresofmentalwellbeing AT vanagterenjoep effectofpsychologicaldistressonmeasurementinvarianceinmeasuresofmentalwellbeing AT fassnachtdanielb effectofpsychologicaldistressonmeasurementinvarianceinmeasuresofmentalwellbeing |