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A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis
BACKGROUND: Stress reflects physical and psychological reactions to imposing demands and is often measured using self-reports. A widely-used instrument is the Perceived Stress Scale (PSS), intended to capture more general aspects of stress. A Swedish translation of the PSS is available but has not p...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515233/ https://www.ncbi.nlm.nih.gov/pubmed/37736719 http://dx.doi.org/10.1186/s12888-023-05162-4 |
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author | Rozental, Alexander Forsström, David Johansson, Magnus |
author_facet | Rozental, Alexander Forsström, David Johansson, Magnus |
author_sort | Rozental, Alexander |
collection | PubMed |
description | BACKGROUND: Stress reflects physical and psychological reactions to imposing demands and is often measured using self-reports. A widely-used instrument is the Perceived Stress Scale (PSS), intended to capture more general aspects of stress. A Swedish translation of the PSS is available but has not previously been examined using modern test theory approaches. The aim of the current study is to apply Rasch analysis to further the understanding of the PSS’ measurement properties, and, in turn, improve its utility in different settings. METHODS: Data from 793 university students was used to investigate the dimensionality of different version of the PSS (14, 10, and 4 items) as well as potential response patterns among the participants. RESULTS: The current study demonstrates that the PSS-14 has two separate factors, divided between negatively worded items (perceived stress) and positively worded items (perceived [lack of] control), although with only the negative subscale exhibiting good reliability. Response patterns were analyzed using Differential Item Functioning, which did not find an influence of gender on any of the items, but for age regarding the positive subscale (items 6 and 9). The PSS-10 also demonstrated adequate reliability for the negative subscale, but the PSS-4 was not deemed suitable as a unidimensional scale. CONCLUSIONS: Based on the results, none of the versions of the PSS should be used by sum-scoring all of the items. Only the negative items from the PSS-14 or PSS-10 can be used as unidimensional scales to measure general aspects of stress. As for different response patterns, gender may nevertheless be important to consider, as prior research has found differences on several items. Meanwhile, content validity is discussed, questioning the relevance of anger and being upset when measuring more general aspects of stress. Finally, a table to convert the PSS-7 (i.e., negative items) ordinal sum scores to interval level scores is provided. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-023-05162-4. |
format | Online Article Text |
id | pubmed-10515233 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105152332023-09-23 A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis Rozental, Alexander Forsström, David Johansson, Magnus BMC Psychiatry Research BACKGROUND: Stress reflects physical and psychological reactions to imposing demands and is often measured using self-reports. A widely-used instrument is the Perceived Stress Scale (PSS), intended to capture more general aspects of stress. A Swedish translation of the PSS is available but has not previously been examined using modern test theory approaches. The aim of the current study is to apply Rasch analysis to further the understanding of the PSS’ measurement properties, and, in turn, improve its utility in different settings. METHODS: Data from 793 university students was used to investigate the dimensionality of different version of the PSS (14, 10, and 4 items) as well as potential response patterns among the participants. RESULTS: The current study demonstrates that the PSS-14 has two separate factors, divided between negatively worded items (perceived stress) and positively worded items (perceived [lack of] control), although with only the negative subscale exhibiting good reliability. Response patterns were analyzed using Differential Item Functioning, which did not find an influence of gender on any of the items, but for age regarding the positive subscale (items 6 and 9). The PSS-10 also demonstrated adequate reliability for the negative subscale, but the PSS-4 was not deemed suitable as a unidimensional scale. CONCLUSIONS: Based on the results, none of the versions of the PSS should be used by sum-scoring all of the items. Only the negative items from the PSS-14 or PSS-10 can be used as unidimensional scales to measure general aspects of stress. As for different response patterns, gender may nevertheless be important to consider, as prior research has found differences on several items. Meanwhile, content validity is discussed, questioning the relevance of anger and being upset when measuring more general aspects of stress. Finally, a table to convert the PSS-7 (i.e., negative items) ordinal sum scores to interval level scores is provided. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-023-05162-4. BioMed Central 2023-09-22 /pmc/articles/PMC10515233/ /pubmed/37736719 http://dx.doi.org/10.1186/s12888-023-05162-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Rozental, Alexander Forsström, David Johansson, Magnus A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis |
title | A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis |
title_full | A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis |
title_fullStr | A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis |
title_full_unstemmed | A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis |
title_short | A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis |
title_sort | psychometric evaluation of the swedish translation of the perceived stress scale: a rasch analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515233/ https://www.ncbi.nlm.nih.gov/pubmed/37736719 http://dx.doi.org/10.1186/s12888-023-05162-4 |
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