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Composite measures of quality of health care: Evidence mapping of methodology and reporting
BACKGROUND: Quality indicators are used to quantify the quality of care. A large number of quality indicators makes assessment of overall quality difficult, time consuming and impractical. There is consequently an increasing interest for composite measures based on a combination of multiple indicato...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098058/ https://www.ncbi.nlm.nih.gov/pubmed/35552561 http://dx.doi.org/10.1371/journal.pone.0268320 |
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author | Kara, Pinar Valentin, Jan Brink Mainz, Jan Johnsen, Søren Paaske |
author_facet | Kara, Pinar Valentin, Jan Brink Mainz, Jan Johnsen, Søren Paaske |
author_sort | Kara, Pinar |
collection | PubMed |
description | BACKGROUND: Quality indicators are used to quantify the quality of care. A large number of quality indicators makes assessment of overall quality difficult, time consuming and impractical. There is consequently an increasing interest for composite measures based on a combination of multiple indicators. OBJECTIVE: To examine the use of different approaches to construct composite measures of quality of care and to assess the use of methodological considerations and justifications. METHODS: We conducted a literature search on PubMed and EMBASE databases (latest update 1 December 2020). For each publication, we extracted information on the weighting and aggregation methodology that had been used to construct composite indicator(s). RESULTS: A total of 2711 publications were identified of which 145 were included after a screening process. Opportunity scoring with equal weights was the most used approach (86/145, 59%) followed by all-or-none scoring (48/145, 33%). Other approaches regarding aggregation or weighting of individual indicators were used in 32 publications (22%). The rationale for selecting a specific type of composite measure was reported in 36 publications (25%), whereas 22 papers (15%) addressed limitations regarding the composite measure. CONCLUSION: Opportunity scoring and all-or-none scoring are the most frequently used approaches when constructing composite measures of quality of care. The attention towards the rationale and limitations of the composite measures appears low. DISCUSSION: Considering the widespread use and the potential implications for decision-making of composite measures, a high level of transparency regarding the construction process of the composite and the functionality of the measures is crucial. |
format | Online Article Text |
id | pubmed-9098058 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-90980582022-05-13 Composite measures of quality of health care: Evidence mapping of methodology and reporting Kara, Pinar Valentin, Jan Brink Mainz, Jan Johnsen, Søren Paaske PLoS One Research Article BACKGROUND: Quality indicators are used to quantify the quality of care. A large number of quality indicators makes assessment of overall quality difficult, time consuming and impractical. There is consequently an increasing interest for composite measures based on a combination of multiple indicators. OBJECTIVE: To examine the use of different approaches to construct composite measures of quality of care and to assess the use of methodological considerations and justifications. METHODS: We conducted a literature search on PubMed and EMBASE databases (latest update 1 December 2020). For each publication, we extracted information on the weighting and aggregation methodology that had been used to construct composite indicator(s). RESULTS: A total of 2711 publications were identified of which 145 were included after a screening process. Opportunity scoring with equal weights was the most used approach (86/145, 59%) followed by all-or-none scoring (48/145, 33%). Other approaches regarding aggregation or weighting of individual indicators were used in 32 publications (22%). The rationale for selecting a specific type of composite measure was reported in 36 publications (25%), whereas 22 papers (15%) addressed limitations regarding the composite measure. CONCLUSION: Opportunity scoring and all-or-none scoring are the most frequently used approaches when constructing composite measures of quality of care. The attention towards the rationale and limitations of the composite measures appears low. DISCUSSION: Considering the widespread use and the potential implications for decision-making of composite measures, a high level of transparency regarding the construction process of the composite and the functionality of the measures is crucial. Public Library of Science 2022-05-12 /pmc/articles/PMC9098058/ /pubmed/35552561 http://dx.doi.org/10.1371/journal.pone.0268320 Text en © 2022 Kara et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kara, Pinar Valentin, Jan Brink Mainz, Jan Johnsen, Søren Paaske Composite measures of quality of health care: Evidence mapping of methodology and reporting |
title | Composite measures of quality of health care: Evidence mapping of methodology and reporting |
title_full | Composite measures of quality of health care: Evidence mapping of methodology and reporting |
title_fullStr | Composite measures of quality of health care: Evidence mapping of methodology and reporting |
title_full_unstemmed | Composite measures of quality of health care: Evidence mapping of methodology and reporting |
title_short | Composite measures of quality of health care: Evidence mapping of methodology and reporting |
title_sort | composite measures of quality of health care: evidence mapping of methodology and reporting |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098058/ https://www.ncbi.nlm.nih.gov/pubmed/35552561 http://dx.doi.org/10.1371/journal.pone.0268320 |
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