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Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis
BACKGROUND: The behavioral health service provider population is highly heterogeneous. However, it is rarely treated as such within evidence-based practice implementation efforts. This study aimed to evaluate, as a proof of concept, the utility of latent profile analysis to identify distinct profile...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6708227/ https://www.ncbi.nlm.nih.gov/pubmed/31443697 http://dx.doi.org/10.1186/s12888-019-2234-0 |
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author | Becker-Haimes, Emily M. Lushin, Viktor Creed, Torrey A. Beidas, Rinad S. |
author_facet | Becker-Haimes, Emily M. Lushin, Viktor Creed, Torrey A. Beidas, Rinad S. |
author_sort | Becker-Haimes, Emily M. |
collection | PubMed |
description | BACKGROUND: The behavioral health service provider population is highly heterogeneous. However, it is rarely treated as such within evidence-based practice implementation efforts. This study aimed to evaluate, as a proof of concept, the utility of latent profile analysis to identify distinct profiles of clinician practices in a large sample of youth-serving community mental health clinicians. This study also aimed to identify predictors of profile membership to inform implementation efforts. METHODS: Participants were 484 practicing clinicians (79.4% female, 45.7% White, M age = 37.1 years). As part of a larger survey, clinicians reported on their use of cognitive, behavioral, family, and psychodynamic treatment techniques with a representative client on their caseload. Latent profile analysis was used to determine the presence of clinician practice profiles. Multilevel multinomial logistic regressions examined predictors of profile membership. RESULTS: Latent profile analysis indicated a 4-profile solution best fit the data, with clinicians who: 1) used generally low levels of all examined techniques and preferred cognitive techniques (Low Eclectics, 16%), 2) delivered moderate levels of all techniques (Moderate Eclectics, 53%), 3) demonstrated preference for use of family techniques (Family Preferred, 11%), and 4) used high levels of all techniques (Super Users, 20%). Clinician discipline (e.g., social work), education, and years of experience predicted profile membership. CONCLUSIONS: Findings from this proof of concept study underscore the utility of latent profile analysis to characterize the complex and heterogeneous makeup of community mental health. Results extend prior work highlighting the eclectic nature of community mental health practice. Predictor analyses underscore the important influence of clinician background characteristics on practice use. |
format | Online Article Text |
id | pubmed-6708227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-67082272019-08-28 Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis Becker-Haimes, Emily M. Lushin, Viktor Creed, Torrey A. Beidas, Rinad S. BMC Psychiatry Research Article BACKGROUND: The behavioral health service provider population is highly heterogeneous. However, it is rarely treated as such within evidence-based practice implementation efforts. This study aimed to evaluate, as a proof of concept, the utility of latent profile analysis to identify distinct profiles of clinician practices in a large sample of youth-serving community mental health clinicians. This study also aimed to identify predictors of profile membership to inform implementation efforts. METHODS: Participants were 484 practicing clinicians (79.4% female, 45.7% White, M age = 37.1 years). As part of a larger survey, clinicians reported on their use of cognitive, behavioral, family, and psychodynamic treatment techniques with a representative client on their caseload. Latent profile analysis was used to determine the presence of clinician practice profiles. Multilevel multinomial logistic regressions examined predictors of profile membership. RESULTS: Latent profile analysis indicated a 4-profile solution best fit the data, with clinicians who: 1) used generally low levels of all examined techniques and preferred cognitive techniques (Low Eclectics, 16%), 2) delivered moderate levels of all techniques (Moderate Eclectics, 53%), 3) demonstrated preference for use of family techniques (Family Preferred, 11%), and 4) used high levels of all techniques (Super Users, 20%). Clinician discipline (e.g., social work), education, and years of experience predicted profile membership. CONCLUSIONS: Findings from this proof of concept study underscore the utility of latent profile analysis to characterize the complex and heterogeneous makeup of community mental health. Results extend prior work highlighting the eclectic nature of community mental health practice. Predictor analyses underscore the important influence of clinician background characteristics on practice use. BioMed Central 2019-08-23 /pmc/articles/PMC6708227/ /pubmed/31443697 http://dx.doi.org/10.1186/s12888-019-2234-0 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Becker-Haimes, Emily M. Lushin, Viktor Creed, Torrey A. Beidas, Rinad S. Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis |
title | Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis |
title_full | Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis |
title_fullStr | Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis |
title_full_unstemmed | Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis |
title_short | Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis |
title_sort | characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6708227/ https://www.ncbi.nlm.nih.gov/pubmed/31443697 http://dx.doi.org/10.1186/s12888-019-2234-0 |
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