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Are primary care factors associated with hospital episodes for adverse drug reactions? A national observational study
OBJECTIVE: Identification of primary care factors associated with hospital admissions for adverse drug reactions (ADRs). DESIGN AND SETTING: Cross-sectional analysis of 2010–2012 data from all National Health Service hospitals and 7664 of 8358 general practices in England. METHOD: We identified all...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4710827/ https://www.ncbi.nlm.nih.gov/pubmed/26715478 http://dx.doi.org/10.1136/bmjopen-2015-008130 |
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author | McKay, Ailsa J Newson, Roger B Soljak, Michael Riboli, Elio Car, Josip Majeed, Azeem |
author_facet | McKay, Ailsa J Newson, Roger B Soljak, Michael Riboli, Elio Car, Josip Majeed, Azeem |
author_sort | McKay, Ailsa J |
collection | PubMed |
description | OBJECTIVE: Identification of primary care factors associated with hospital admissions for adverse drug reactions (ADRs). DESIGN AND SETTING: Cross-sectional analysis of 2010–2012 data from all National Health Service hospitals and 7664 of 8358 general practices in England. METHOD: We identified all hospital episodes with an International Classification of Diseases (ICD) 10 code indicative of an ADR, in the 2010–2012 English Hospital Episode Statistics (HES) admissions database. These episodes were linked to contemporary data describing the associated general practice, including general practitioner (GP) and patient demographics, an estimate of overall patient population morbidity, measures of primary care supply, and Quality and Outcomes Framework (QOF) quality scores. Poisson regression models were used to examine associations between primary care factors and ADR-related episode rates. RESULTS: 212 813 ADR-related HES episodes were identified. Rates of episodes were relatively high among the very young, older and female subgroups. In fully adjusted models, the following primary care factors were associated with increased likelihood of episode: higher deprivation scores (population attributable fraction (PAF)=0.084, 95% CI 0.067 to 0.100) and relatively poor glycated haemoglobin (HbA1c) control among patients with diabetes (PAF=0.372; 0.218 to 0.496). The following were associated with reduced episode likelihood: lower GP supply (PAF=−0.016; −0.026 to −0.005), a lower proportion of GPs with UK qualifications (PAF=−0.035; −0.058 to −0.012), lower total QOF achievement rates (PAF=−0.021; −0.042 to 0.000) and relatively poor blood pressure control among patients with diabetes (PAF=−0.144; −0.280 to −0.022). CONCLUSIONS: Various aspects of primary care are associated with ADR-related hospital episodes, including achievement of particular QOF indicators. Further investigation with individual level data would help develop understanding of the associations identified. Interventions in primary care could help reduce the ADR burden. ADRs are candidates for primary care sensitive conditions. |
format | Online Article Text |
id | pubmed-4710827 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-47108272016-01-28 Are primary care factors associated with hospital episodes for adverse drug reactions? A national observational study McKay, Ailsa J Newson, Roger B Soljak, Michael Riboli, Elio Car, Josip Majeed, Azeem BMJ Open General practice / Family practice OBJECTIVE: Identification of primary care factors associated with hospital admissions for adverse drug reactions (ADRs). DESIGN AND SETTING: Cross-sectional analysis of 2010–2012 data from all National Health Service hospitals and 7664 of 8358 general practices in England. METHOD: We identified all hospital episodes with an International Classification of Diseases (ICD) 10 code indicative of an ADR, in the 2010–2012 English Hospital Episode Statistics (HES) admissions database. These episodes were linked to contemporary data describing the associated general practice, including general practitioner (GP) and patient demographics, an estimate of overall patient population morbidity, measures of primary care supply, and Quality and Outcomes Framework (QOF) quality scores. Poisson regression models were used to examine associations between primary care factors and ADR-related episode rates. RESULTS: 212 813 ADR-related HES episodes were identified. Rates of episodes were relatively high among the very young, older and female subgroups. In fully adjusted models, the following primary care factors were associated with increased likelihood of episode: higher deprivation scores (population attributable fraction (PAF)=0.084, 95% CI 0.067 to 0.100) and relatively poor glycated haemoglobin (HbA1c) control among patients with diabetes (PAF=0.372; 0.218 to 0.496). The following were associated with reduced episode likelihood: lower GP supply (PAF=−0.016; −0.026 to −0.005), a lower proportion of GPs with UK qualifications (PAF=−0.035; −0.058 to −0.012), lower total QOF achievement rates (PAF=−0.021; −0.042 to 0.000) and relatively poor blood pressure control among patients with diabetes (PAF=−0.144; −0.280 to −0.022). CONCLUSIONS: Various aspects of primary care are associated with ADR-related hospital episodes, including achievement of particular QOF indicators. Further investigation with individual level data would help develop understanding of the associations identified. Interventions in primary care could help reduce the ADR burden. ADRs are candidates for primary care sensitive conditions. BMJ Publishing Group 2015-12-24 /pmc/articles/PMC4710827/ /pubmed/26715478 http://dx.doi.org/10.1136/bmjopen-2015-008130 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | General practice / Family practice McKay, Ailsa J Newson, Roger B Soljak, Michael Riboli, Elio Car, Josip Majeed, Azeem Are primary care factors associated with hospital episodes for adverse drug reactions? A national observational study |
title | Are primary care factors associated with hospital episodes for adverse drug reactions? A national observational study |
title_full | Are primary care factors associated with hospital episodes for adverse drug reactions? A national observational study |
title_fullStr | Are primary care factors associated with hospital episodes for adverse drug reactions? A national observational study |
title_full_unstemmed | Are primary care factors associated with hospital episodes for adverse drug reactions? A national observational study |
title_short | Are primary care factors associated with hospital episodes for adverse drug reactions? A national observational study |
title_sort | are primary care factors associated with hospital episodes for adverse drug reactions? a national observational study |
topic | General practice / Family practice |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4710827/ https://www.ncbi.nlm.nih.gov/pubmed/26715478 http://dx.doi.org/10.1136/bmjopen-2015-008130 |
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