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Inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice
BACKGROUND: Previous studies of inter-practice variation of the prevalence of hypertension and diabetes mellitus showed wide variations between practices. However, in these studies inter-practice variation was calculated without controlling for clustering of patients within practices and without adj...
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2009
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2632987/ https://www.ncbi.nlm.nih.gov/pubmed/19159455 http://dx.doi.org/10.1186/1471-2296-10-6 |
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author | Nielen, Markus MJ Schellevis, François G Verheij, Robert A |
author_facet | Nielen, Markus MJ Schellevis, François G Verheij, Robert A |
author_sort | Nielen, Markus MJ |
collection | PubMed |
description | BACKGROUND: Previous studies of inter-practice variation of the prevalence of hypertension and diabetes mellitus showed wide variations between practices. However, in these studies inter-practice variation was calculated without controlling for clustering of patients within practices and without adjusting for patient and practice characteristics. Therefore, in the present study inter-practice variation of diagnosed hypertension and diabetes mellitus prevalence rates was calculated by 1) using a multi-level design and 2) adjusting for patient and practice characteristics. METHODS: Data were used from the Netherlands Information Network of General Practice (LINH) in 2004. Of all 168.045 registered patients, the presence of hypertension, diabetes mellitus and all available ICPC coded symptoms and diseases related to hypertension and diabetes, were determined. Also, the characteristics of practices were used in the analyses. Multilevel logistic regression analyses were performed. RESULTS: The 95% prevalence range for the practices for the prevalence of diagnosed hypertension and diabetes mellitus was 66.3 to 181.7 per 1000 patients and 22.2 to 65.8 per 1000 patients, respectively, after adjustment for patient and practice characteristics. The presence of hypertension and diabetes was best predicted by patient characteristics. The most important predictors of hypertension were obesity (OR = 3.5), presence of a lipid disorder (OR = 3.0), and diabetes mellitus (OR = 2.6), whereas the presence of diabetes mellitus was particularly predicted by retinopathy (OR = 8.5), lipid disorders (OR = 2.8) and hypertension (OR = 2.7). CONCLUSION: Although not the optimal case-mix could be used in this study, we conclude that even after adjustment for patient (demographic variables and risk factors for hypertension and diabetes mellitus) and practice characteristics (practice size and presence of a practice nurse), there is a wide difference between general practices in the prevalence rates of diagnosed hypertension and diabetes mellitus. |
format | Text |
id | pubmed-2632987 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-26329872009-01-30 Inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice Nielen, Markus MJ Schellevis, François G Verheij, Robert A BMC Fam Pract Research Article BACKGROUND: Previous studies of inter-practice variation of the prevalence of hypertension and diabetes mellitus showed wide variations between practices. However, in these studies inter-practice variation was calculated without controlling for clustering of patients within practices and without adjusting for patient and practice characteristics. Therefore, in the present study inter-practice variation of diagnosed hypertension and diabetes mellitus prevalence rates was calculated by 1) using a multi-level design and 2) adjusting for patient and practice characteristics. METHODS: Data were used from the Netherlands Information Network of General Practice (LINH) in 2004. Of all 168.045 registered patients, the presence of hypertension, diabetes mellitus and all available ICPC coded symptoms and diseases related to hypertension and diabetes, were determined. Also, the characteristics of practices were used in the analyses. Multilevel logistic regression analyses were performed. RESULTS: The 95% prevalence range for the practices for the prevalence of diagnosed hypertension and diabetes mellitus was 66.3 to 181.7 per 1000 patients and 22.2 to 65.8 per 1000 patients, respectively, after adjustment for patient and practice characteristics. The presence of hypertension and diabetes was best predicted by patient characteristics. The most important predictors of hypertension were obesity (OR = 3.5), presence of a lipid disorder (OR = 3.0), and diabetes mellitus (OR = 2.6), whereas the presence of diabetes mellitus was particularly predicted by retinopathy (OR = 8.5), lipid disorders (OR = 2.8) and hypertension (OR = 2.7). CONCLUSION: Although not the optimal case-mix could be used in this study, we conclude that even after adjustment for patient (demographic variables and risk factors for hypertension and diabetes mellitus) and practice characteristics (practice size and presence of a practice nurse), there is a wide difference between general practices in the prevalence rates of diagnosed hypertension and diabetes mellitus. BioMed Central 2009-01-21 /pmc/articles/PMC2632987/ /pubmed/19159455 http://dx.doi.org/10.1186/1471-2296-10-6 Text en Copyright © 2009 Nielen et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Nielen, Markus MJ Schellevis, François G Verheij, Robert A Inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice |
title | Inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice |
title_full | Inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice |
title_fullStr | Inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice |
title_full_unstemmed | Inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice |
title_short | Inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice |
title_sort | inter-practice variation in diagnosing hypertension and diabetes mellitus: a cross-sectional study in general practice |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2632987/ https://www.ncbi.nlm.nih.gov/pubmed/19159455 http://dx.doi.org/10.1186/1471-2296-10-6 |
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