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Associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in England: a population-based historical cohort study
BACKGROUND: The associations between England’s incentivised primary care-based diabetes prevention activities and hard clinical endpoints remain unclear. We aimed to examine the associations between attainment of primary care indicators and incident diabetic retinopathy (DR) among people with type 2...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8051127/ https://www.ncbi.nlm.nih.gov/pubmed/33858411 http://dx.doi.org/10.1186/s12916-021-01966-x |
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author | McKay, Ailsa J. Gunn, Laura H. Sathish, Thirunavukkarasu Vamos, Eszter Nugawela, Manjula Majeed, Azeem Molina, German Sivaprasad, Sobha |
author_facet | McKay, Ailsa J. Gunn, Laura H. Sathish, Thirunavukkarasu Vamos, Eszter Nugawela, Manjula Majeed, Azeem Molina, German Sivaprasad, Sobha |
author_sort | McKay, Ailsa J. |
collection | PubMed |
description | BACKGROUND: The associations between England’s incentivised primary care-based diabetes prevention activities and hard clinical endpoints remain unclear. We aimed to examine the associations between attainment of primary care indicators and incident diabetic retinopathy (DR) among people with type 2 diabetes. METHODS: A historical cohort (n = 60,094) of people aged ≥ 18 years with type 2 diabetes and no DR at baseline was obtained from the UK Clinical Practice Research Datalink (CPRD). Exposures included attainment of the Quality and Outcomes Framework (QOF) HbA1c (≤ 7.5% or 59 mmol/mol), blood pressure (≤ 140/80 mmHg), and cholesterol (≤ 5 mmol/L) indicators, and number of National Diabetes Audit (NDA) care processes completed (categorised as 0–3, 4–6, or 7–9), in 2010–2011. Outcomes were time to development of DR and sight-threatening diabetic retinopathy (STDR). Nearest neighbour propensity score matching was undertaken and Cox proportional hazards models then fitted using the matched samples. Concordance statistics were calculated for each model. RESULTS: 8263 DR and 832 STDR diagnoses were observed over mean follow-up periods of 3.5 (SD 2.1) and 3.8 (SD 2.0) years, respectively. HbA1c and blood pressure (BP) indicator attainment were associated with lower rates of DR (adjusted hazard ratios (aHRs) 0.94 (95% CI 0.89–0.99) and 0.87 (0.83–0.92), respectively), whereas cholesterol indicator attainment was not (aHR 1.03 (0.97–1.10)). All QOF indicators were associated with lower rates of STDR (aHRs 0.74 (0.62–0.87) for HbA1c, 0.78 (0.67–0.91) for BP, and 0.82 (0.67–0.99) for cholesterol). Completion of 7–9 vs. 0–3 NDA processes was associated with fewer STDR diagnoses (aHR 0.72 (0.55–0.94)). CONCLUSIONS: Attainment of key primary care indicators is associated with lower incidence of DR and STDR among patients with type 2 diabetes in England. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-01966-x. |
format | Online Article Text |
id | pubmed-8051127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80511272021-04-19 Associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in England: a population-based historical cohort study McKay, Ailsa J. Gunn, Laura H. Sathish, Thirunavukkarasu Vamos, Eszter Nugawela, Manjula Majeed, Azeem Molina, German Sivaprasad, Sobha BMC Med Research Article BACKGROUND: The associations between England’s incentivised primary care-based diabetes prevention activities and hard clinical endpoints remain unclear. We aimed to examine the associations between attainment of primary care indicators and incident diabetic retinopathy (DR) among people with type 2 diabetes. METHODS: A historical cohort (n = 60,094) of people aged ≥ 18 years with type 2 diabetes and no DR at baseline was obtained from the UK Clinical Practice Research Datalink (CPRD). Exposures included attainment of the Quality and Outcomes Framework (QOF) HbA1c (≤ 7.5% or 59 mmol/mol), blood pressure (≤ 140/80 mmHg), and cholesterol (≤ 5 mmol/L) indicators, and number of National Diabetes Audit (NDA) care processes completed (categorised as 0–3, 4–6, or 7–9), in 2010–2011. Outcomes were time to development of DR and sight-threatening diabetic retinopathy (STDR). Nearest neighbour propensity score matching was undertaken and Cox proportional hazards models then fitted using the matched samples. Concordance statistics were calculated for each model. RESULTS: 8263 DR and 832 STDR diagnoses were observed over mean follow-up periods of 3.5 (SD 2.1) and 3.8 (SD 2.0) years, respectively. HbA1c and blood pressure (BP) indicator attainment were associated with lower rates of DR (adjusted hazard ratios (aHRs) 0.94 (95% CI 0.89–0.99) and 0.87 (0.83–0.92), respectively), whereas cholesterol indicator attainment was not (aHR 1.03 (0.97–1.10)). All QOF indicators were associated with lower rates of STDR (aHRs 0.74 (0.62–0.87) for HbA1c, 0.78 (0.67–0.91) for BP, and 0.82 (0.67–0.99) for cholesterol). Completion of 7–9 vs. 0–3 NDA processes was associated with fewer STDR diagnoses (aHR 0.72 (0.55–0.94)). CONCLUSIONS: Attainment of key primary care indicators is associated with lower incidence of DR and STDR among patients with type 2 diabetes in England. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-01966-x. BioMed Central 2021-04-16 /pmc/articles/PMC8051127/ /pubmed/33858411 http://dx.doi.org/10.1186/s12916-021-01966-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article McKay, Ailsa J. Gunn, Laura H. Sathish, Thirunavukkarasu Vamos, Eszter Nugawela, Manjula Majeed, Azeem Molina, German Sivaprasad, Sobha Associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in England: a population-based historical cohort study |
title | Associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in England: a population-based historical cohort study |
title_full | Associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in England: a population-based historical cohort study |
title_fullStr | Associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in England: a population-based historical cohort study |
title_full_unstemmed | Associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in England: a population-based historical cohort study |
title_short | Associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in England: a population-based historical cohort study |
title_sort | associations between attainment of incentivised primary care indicators and incident diabetic retinopathy in england: a population-based historical cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8051127/ https://www.ncbi.nlm.nih.gov/pubmed/33858411 http://dx.doi.org/10.1186/s12916-021-01966-x |
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