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Does the Assessment of Recovery Capital scale reflect a single or multiple domains?

OBJECTIVE: The goal of this study was to determine whether the 50-item Assessment of Recovery Capital scale represents a single general measure or whether multiple domains might be psychometrically useful for research or clinical applications. METHODS: Data are from a cross-sectional de-identified e...

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Autores principales: Arndt, Stephan, Sahker, Ethan, Hedden, Suzy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5530855/
https://www.ncbi.nlm.nih.gov/pubmed/28790877
http://dx.doi.org/10.2147/SAR.S138148
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author Arndt, Stephan
Sahker, Ethan
Hedden, Suzy
author_facet Arndt, Stephan
Sahker, Ethan
Hedden, Suzy
author_sort Arndt, Stephan
collection PubMed
description OBJECTIVE: The goal of this study was to determine whether the 50-item Assessment of Recovery Capital scale represents a single general measure or whether multiple domains might be psychometrically useful for research or clinical applications. METHODS: Data are from a cross-sectional de-identified existing program evaluation information data set with 1,138 clients entering substance use disorder treatment. Principal components and iterated factor analysis were used on the domain scores. Multiple group factor analysis provided a quasi-confirmatory factor analysis. RESULTS: The solution accounted for 75.24% of the total variance, suggesting that 10 factors provide a reasonably good fit. However, Tucker’s congruence coefficients between the factor structure and defining weights (0.41–0.52) suggested a poor fit to the hypothesized 10-domain structure. Principal components of the 10-domain scores yielded one factor whose eigenvalue was greater than one (5.93), accounting for 75.8% of the common variance. A few domains had perceptible but small unique variance components suggesting that a few of the domains may warrant enrichment. CONCLUSION: Our findings suggest that there is one general factor, with a caveat. Using the 10 measures inflates the chance for Type I errors. Using one general measure avoids this issue, is simple to interpret, and could reduce the number of items. However, those seeking to maximally predict later recovery success may need to use the full instrument and all 10 domains.
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spelling pubmed-55308552017-08-08 Does the Assessment of Recovery Capital scale reflect a single or multiple domains? Arndt, Stephan Sahker, Ethan Hedden, Suzy Subst Abuse Rehabil Original Research OBJECTIVE: The goal of this study was to determine whether the 50-item Assessment of Recovery Capital scale represents a single general measure or whether multiple domains might be psychometrically useful for research or clinical applications. METHODS: Data are from a cross-sectional de-identified existing program evaluation information data set with 1,138 clients entering substance use disorder treatment. Principal components and iterated factor analysis were used on the domain scores. Multiple group factor analysis provided a quasi-confirmatory factor analysis. RESULTS: The solution accounted for 75.24% of the total variance, suggesting that 10 factors provide a reasonably good fit. However, Tucker’s congruence coefficients between the factor structure and defining weights (0.41–0.52) suggested a poor fit to the hypothesized 10-domain structure. Principal components of the 10-domain scores yielded one factor whose eigenvalue was greater than one (5.93), accounting for 75.8% of the common variance. A few domains had perceptible but small unique variance components suggesting that a few of the domains may warrant enrichment. CONCLUSION: Our findings suggest that there is one general factor, with a caveat. Using the 10 measures inflates the chance for Type I errors. Using one general measure avoids this issue, is simple to interpret, and could reduce the number of items. However, those seeking to maximally predict later recovery success may need to use the full instrument and all 10 domains. Dove Medical Press 2017-07-19 /pmc/articles/PMC5530855/ /pubmed/28790877 http://dx.doi.org/10.2147/SAR.S138148 Text en © 2017 Arndt et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.
spellingShingle Original Research
Arndt, Stephan
Sahker, Ethan
Hedden, Suzy
Does the Assessment of Recovery Capital scale reflect a single or multiple domains?
title Does the Assessment of Recovery Capital scale reflect a single or multiple domains?
title_full Does the Assessment of Recovery Capital scale reflect a single or multiple domains?
title_fullStr Does the Assessment of Recovery Capital scale reflect a single or multiple domains?
title_full_unstemmed Does the Assessment of Recovery Capital scale reflect a single or multiple domains?
title_short Does the Assessment of Recovery Capital scale reflect a single or multiple domains?
title_sort does the assessment of recovery capital scale reflect a single or multiple domains?
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5530855/
https://www.ncbi.nlm.nih.gov/pubmed/28790877
http://dx.doi.org/10.2147/SAR.S138148
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