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Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review

As mental health care transitions from facility-based care to community-based services, methods to classify patients in terms of their expected health care resource use are an essential tool to balance the health care needs and equitable allocation of health care resources. This study performed a sc...

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Autores principales: Tran, Nam, Poss, Jeffrey W, Perlman, Christopher, Hirdes, John P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6683314/
https://www.ncbi.nlm.nih.gov/pubmed/31427856
http://dx.doi.org/10.1177/1178632919862248
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author Tran, Nam
Poss, Jeffrey W
Perlman, Christopher
Hirdes, John P
author_facet Tran, Nam
Poss, Jeffrey W
Perlman, Christopher
Hirdes, John P
author_sort Tran, Nam
collection PubMed
description As mental health care transitions from facility-based care to community-based services, methods to classify patients in terms of their expected health care resource use are an essential tool to balance the health care needs and equitable allocation of health care resources. This study performed a scoping review to summarize the nature, extent, and range of research on case-mix classifications used to predict mental health care resource use in community settings. This study identified 17 eligible studies with 32 case-mix classification systems published since the 1980s. Most of these studies came from the USA Veterans Affairs and Medicare systems, and the most recent studies came from Australia. There were a wide variety of choices of input variables and measures of resource use. However, much of the variance in observed resource use was not accounted for by these case-mix systems. The research activity specific to case-mix classification for community mental health care was modest. More consideration should be given to the appropriateness of the input variables, resource use measure, and evaluation of predictive performance. Future research should take advantage of testing case-mix systems developed in other settings for community mental health care settings, if possible.
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spelling pubmed-66833142019-08-19 Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review Tran, Nam Poss, Jeffrey W Perlman, Christopher Hirdes, John P Health Serv Insights HIS-6 Case-Mix and Acuity Modeling in Health Services As mental health care transitions from facility-based care to community-based services, methods to classify patients in terms of their expected health care resource use are an essential tool to balance the health care needs and equitable allocation of health care resources. This study performed a scoping review to summarize the nature, extent, and range of research on case-mix classifications used to predict mental health care resource use in community settings. This study identified 17 eligible studies with 32 case-mix classification systems published since the 1980s. Most of these studies came from the USA Veterans Affairs and Medicare systems, and the most recent studies came from Australia. There were a wide variety of choices of input variables and measures of resource use. However, much of the variance in observed resource use was not accounted for by these case-mix systems. The research activity specific to case-mix classification for community mental health care was modest. More consideration should be given to the appropriateness of the input variables, resource use measure, and evaluation of predictive performance. Future research should take advantage of testing case-mix systems developed in other settings for community mental health care settings, if possible. SAGE Publications 2019-08-05 /pmc/articles/PMC6683314/ /pubmed/31427856 http://dx.doi.org/10.1177/1178632919862248 Text en © The Author(s) 2019 http://www.creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle HIS-6 Case-Mix and Acuity Modeling in Health Services
Tran, Nam
Poss, Jeffrey W
Perlman, Christopher
Hirdes, John P
Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review
title Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review
title_full Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review
title_fullStr Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review
title_full_unstemmed Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review
title_short Case-Mix Classification for Mental Health Care in Community Settings: A Scoping Review
title_sort case-mix classification for mental health care in community settings: a scoping review
topic HIS-6 Case-Mix and Acuity Modeling in Health Services
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6683314/
https://www.ncbi.nlm.nih.gov/pubmed/31427856
http://dx.doi.org/10.1177/1178632919862248
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