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A set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes

BACKGROUND: The link between guideline adherence and outcomes is a highly demanded issue in diabetes care. We aimed to assess the adherence to guidelines and its impact on hospitalization using a simple set of performance measures among patients with diabetes. METHODS: We performed a retrospective c...

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Autores principales: Huber, Carola A, Brändle, Michael, Rapold, Roland, Reich, Oliver, Rosemann, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4780198/
https://www.ncbi.nlm.nih.gov/pubmed/27042016
http://dx.doi.org/10.2147/PPA.S99895
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author Huber, Carola A
Brändle, Michael
Rapold, Roland
Reich, Oliver
Rosemann, Thomas
author_facet Huber, Carola A
Brändle, Michael
Rapold, Roland
Reich, Oliver
Rosemann, Thomas
author_sort Huber, Carola A
collection PubMed
description BACKGROUND: The link between guideline adherence and outcomes is a highly demanded issue in diabetes care. We aimed to assess the adherence to guidelines and its impact on hospitalization using a simple set of performance measures among patients with diabetes. METHODS: We performed a retrospective cohort study, using health care claims data for adult patients with treated diabetes (2011–2013). Patients were categorized into three drug treatment groups (with oral antidiabetic agents [OAs] only, in combination with insulin, and insulin only). Performance measures were based on international established guidelines for diabetes care. Multivariate logistic regression models predicted the probability of hospitalization (2013) by adherence level (2011) among all treatment groups. RESULTS: A total of 40,285 patients with diabetes were enrolled in 2011. Guideline adherence was quite low: about 70% of all patients received a biannual hemoglobin A(1c) measurement and 19.8% had undergone an annual low-density lipoprotein cholesterol test. Only 4.8% were exposed to full adherence including all performance measures (OAs: 3.7%; insulin: 7.7%; and in combination: 7.2%). Increased guideline adherence was associated with decreased probability of hospitalization. This effect was strongest in patients using OAs and insulin in combination. CONCLUSION: Our study showed that measures to reflect physicians’ guideline adherence in diabetes care can easily be calculated based on already available datasets. Furthermore, these measures are clearly linked with the probability of hospitalization suggesting that a better guideline adherence by physicians could help to prevent a large number of hospitalizations.
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spelling pubmed-47801982016-04-01 A set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes Huber, Carola A Brändle, Michael Rapold, Roland Reich, Oliver Rosemann, Thomas Patient Prefer Adherence Original Research BACKGROUND: The link between guideline adherence and outcomes is a highly demanded issue in diabetes care. We aimed to assess the adherence to guidelines and its impact on hospitalization using a simple set of performance measures among patients with diabetes. METHODS: We performed a retrospective cohort study, using health care claims data for adult patients with treated diabetes (2011–2013). Patients were categorized into three drug treatment groups (with oral antidiabetic agents [OAs] only, in combination with insulin, and insulin only). Performance measures were based on international established guidelines for diabetes care. Multivariate logistic regression models predicted the probability of hospitalization (2013) by adherence level (2011) among all treatment groups. RESULTS: A total of 40,285 patients with diabetes were enrolled in 2011. Guideline adherence was quite low: about 70% of all patients received a biannual hemoglobin A(1c) measurement and 19.8% had undergone an annual low-density lipoprotein cholesterol test. Only 4.8% were exposed to full adherence including all performance measures (OAs: 3.7%; insulin: 7.7%; and in combination: 7.2%). Increased guideline adherence was associated with decreased probability of hospitalization. This effect was strongest in patients using OAs and insulin in combination. CONCLUSION: Our study showed that measures to reflect physicians’ guideline adherence in diabetes care can easily be calculated based on already available datasets. Furthermore, these measures are clearly linked with the probability of hospitalization suggesting that a better guideline adherence by physicians could help to prevent a large number of hospitalizations. Dove Medical Press 2016-03-01 /pmc/articles/PMC4780198/ /pubmed/27042016 http://dx.doi.org/10.2147/PPA.S99895 Text en © 2016 Huber 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
Huber, Carola A
Brändle, Michael
Rapold, Roland
Reich, Oliver
Rosemann, Thomas
A set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes
title A set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes
title_full A set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes
title_fullStr A set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes
title_full_unstemmed A set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes
title_short A set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes
title_sort set of four simple performance measures reflecting adherence to guidelines predicts hospitalization: a claims-based cohort study of patients with diabetes
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4780198/
https://www.ncbi.nlm.nih.gov/pubmed/27042016
http://dx.doi.org/10.2147/PPA.S99895
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