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Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations

BACKGROUND: Implementing culturally sensitive psychometric measures of depression may be an effective strategy to improve acceptance, response rate, and reliability of psychological assessment among Indigenous populations. However, the psychometric properties of depression scales after cultural adap...

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Autores principales: Yang, Michelle, Seon, Quinta, Gomez Cardona, Liliana, Karia, Maharshee, Velupillai, Gajanan, Noel, Valérie, Linnaranta, Outi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579654/
https://www.ncbi.nlm.nih.gov/pubmed/37854390
http://dx.doi.org/10.1017/gmh.2023.52
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author Yang, Michelle
Seon, Quinta
Gomez Cardona, Liliana
Karia, Maharshee
Velupillai, Gajanan
Noel, Valérie
Linnaranta, Outi
author_facet Yang, Michelle
Seon, Quinta
Gomez Cardona, Liliana
Karia, Maharshee
Velupillai, Gajanan
Noel, Valérie
Linnaranta, Outi
author_sort Yang, Michelle
collection PubMed
description BACKGROUND: Implementing culturally sensitive psychometric measures of depression may be an effective strategy to improve acceptance, response rate, and reliability of psychological assessment among Indigenous populations. However, the psychometric properties of depression scales after cultural adaptation remain unclear. METHODS: We screened the Ovid Medline, PubMed, Embase, Global Health, PsycInfo, and CINAHL databases through three levels of search terms: Depression, Psychometrics, and Indigenous, following the PRISMA guidelines. We assessed metrics for reliability (including Cronbach’s alpha), validity (including fit indices), and clinical utility (including predictive value). RESULTS: Across 31 studies included the review, 13 different depression scales were adapted through language or content modification. Sample populations included Indigenous from the Americas, Asia, Africa, and Oceania. Most cultural adaptations had strong psychometric properties; however, few and inconsistent properties were reported. Where available, alphas, inter-rater and test–retest reliability, construct validity, and incremental validity often indicated increased cultural sensitivity of adapted scales. There were mixed results for clinical utility, criterion validity, cross-cultural validity, sensitivity, specificity, area under the receiver operating characteristic curve, predictive value, and likelihood ratio. CONCLUSIONS: Modifications to increase cultural relevance have the potential to improve fit and acceptance of a scale by the Indigenous population, however, these changes may decrease specificity and negative predictive value. There is an urgent need for suitable tools that are useful and reliable for identifying Indigenous individuals for clinical treatment of depression. This awaits future work for optimal specificity and validated cut-off points that take into account the high prevalence of depression in these populations.
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spelling pubmed-105796542023-10-18 Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations Yang, Michelle Seon, Quinta Gomez Cardona, Liliana Karia, Maharshee Velupillai, Gajanan Noel, Valérie Linnaranta, Outi Glob Ment Health (Camb) Overview Review BACKGROUND: Implementing culturally sensitive psychometric measures of depression may be an effective strategy to improve acceptance, response rate, and reliability of psychological assessment among Indigenous populations. However, the psychometric properties of depression scales after cultural adaptation remain unclear. METHODS: We screened the Ovid Medline, PubMed, Embase, Global Health, PsycInfo, and CINAHL databases through three levels of search terms: Depression, Psychometrics, and Indigenous, following the PRISMA guidelines. We assessed metrics for reliability (including Cronbach’s alpha), validity (including fit indices), and clinical utility (including predictive value). RESULTS: Across 31 studies included the review, 13 different depression scales were adapted through language or content modification. Sample populations included Indigenous from the Americas, Asia, Africa, and Oceania. Most cultural adaptations had strong psychometric properties; however, few and inconsistent properties were reported. Where available, alphas, inter-rater and test–retest reliability, construct validity, and incremental validity often indicated increased cultural sensitivity of adapted scales. There were mixed results for clinical utility, criterion validity, cross-cultural validity, sensitivity, specificity, area under the receiver operating characteristic curve, predictive value, and likelihood ratio. CONCLUSIONS: Modifications to increase cultural relevance have the potential to improve fit and acceptance of a scale by the Indigenous population, however, these changes may decrease specificity and negative predictive value. There is an urgent need for suitable tools that are useful and reliable for identifying Indigenous individuals for clinical treatment of depression. This awaits future work for optimal specificity and validated cut-off points that take into account the high prevalence of depression in these populations. Cambridge University Press 2023-09-14 /pmc/articles/PMC10579654/ /pubmed/37854390 http://dx.doi.org/10.1017/gmh.2023.52 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
spellingShingle Overview Review
Yang, Michelle
Seon, Quinta
Gomez Cardona, Liliana
Karia, Maharshee
Velupillai, Gajanan
Noel, Valérie
Linnaranta, Outi
Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations
title Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations
title_full Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations
title_fullStr Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations
title_full_unstemmed Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations
title_short Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations
title_sort safe and valid? a systematic review of the psychometric properties of culturally adapted depression scales for use among indigenous populations
topic Overview Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579654/
https://www.ncbi.nlm.nih.gov/pubmed/37854390
http://dx.doi.org/10.1017/gmh.2023.52
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