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Diabetes mellitus monitoring and control among adults in Australian general practice: a national retrospective cohort study
OBJECTIVES: This study investigated whether the monitoring and control of clinical parameters are better among patients with newly compared with past recorded diabetes diagnosis. DESIGN: Retrospective cohort study. SETTING: MedicineInsight, a national general practice database in Australia. PARTICIP...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151933/ https://www.ncbi.nlm.nih.gov/pubmed/37185189 http://dx.doi.org/10.1136/bmjopen-2022-069875 |
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author | Zheng, Mingyue Bernardo, Carla Stocks, Nigel Hu, Peng Gonzalez-Chica, David |
author_facet | Zheng, Mingyue Bernardo, Carla Stocks, Nigel Hu, Peng Gonzalez-Chica, David |
author_sort | Zheng, Mingyue |
collection | PubMed |
description | OBJECTIVES: This study investigated whether the monitoring and control of clinical parameters are better among patients with newly compared with past recorded diabetes diagnosis. DESIGN: Retrospective cohort study. SETTING: MedicineInsight, a national general practice database in Australia. PARTICIPANTS: 101 875 ‘regular’ adults aged 18+ years with past recorded (2015–2016) and 9236 with newly recorded (2017) diabetes diagnosis. MAIN OUTCOME MEASURES: Two different groups of outcomes were assessed in 2018. The first group of outcomes was the proportion of patients with clinical parameters (ie, glycated haemoglobin A1c (HbA1c), blood pressure (BP), total cholesterol, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol, triglycerides, estimated glomerular filtration rate and albumin-to-creatinine ratio) monitored at least once in 2018. The second group of outcomes were those related to diabetes control in 2018 (HbA1c ≤7.0%, (BP) ≤140/90 mm Hg, total cholesterol <4.0 mmol/L and LDL-C <2.0 mmol/L). Adjusted ORs (OR(adj)) and adjusted probabilities (%) were obtained based on logistic regression models adjusted for practice variables and patients’ socio-demographic and clinical characteristics. RESULTS: The study included 111 111 patients (51.7% men; mean age 65.3±15.0 years) with recorded diabetes diagnosis (11.0% of all 1 007 714 adults in the database). HbA1c was monitored in 39.2% (95% CI 36.9% to 41.6%) of patients with newly recorded and 45.2% (95% CI 42.6% to 47.8%) with past recorded diabetes (OR(adj) 0.78, 95% CI 0.73 to 0.82). HbA1c control was achieved by 78.4% (95% CI 76.7% to 80.0%) and 54.4% (95% CI 53.4% to 55.4%) of monitored patients with newly or past recorded diabetes, respectively (OR(adj) 3.11, 95% CI 2.82 to 3.39). Less than 20% of patients with newly or past recorded diabetes had their HbA1c, BP and total cholesterol levels controlled (OR(adj) 1.08, 95% CI 0.97 to 1.21). CONCLUSIONS: The monitoring of clinical parameters was lower among patients with newly than past recorded diabetes. However, diabetes control was similarly low in both groups, with only one in five monitored patients achieving control of all clinical parameters. |
format | Online Article Text |
id | pubmed-10151933 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-101519332023-05-03 Diabetes mellitus monitoring and control among adults in Australian general practice: a national retrospective cohort study Zheng, Mingyue Bernardo, Carla Stocks, Nigel Hu, Peng Gonzalez-Chica, David BMJ Open Epidemiology OBJECTIVES: This study investigated whether the monitoring and control of clinical parameters are better among patients with newly compared with past recorded diabetes diagnosis. DESIGN: Retrospective cohort study. SETTING: MedicineInsight, a national general practice database in Australia. PARTICIPANTS: 101 875 ‘regular’ adults aged 18+ years with past recorded (2015–2016) and 9236 with newly recorded (2017) diabetes diagnosis. MAIN OUTCOME MEASURES: Two different groups of outcomes were assessed in 2018. The first group of outcomes was the proportion of patients with clinical parameters (ie, glycated haemoglobin A1c (HbA1c), blood pressure (BP), total cholesterol, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol, triglycerides, estimated glomerular filtration rate and albumin-to-creatinine ratio) monitored at least once in 2018. The second group of outcomes were those related to diabetes control in 2018 (HbA1c ≤7.0%, (BP) ≤140/90 mm Hg, total cholesterol <4.0 mmol/L and LDL-C <2.0 mmol/L). Adjusted ORs (OR(adj)) and adjusted probabilities (%) were obtained based on logistic regression models adjusted for practice variables and patients’ socio-demographic and clinical characteristics. RESULTS: The study included 111 111 patients (51.7% men; mean age 65.3±15.0 years) with recorded diabetes diagnosis (11.0% of all 1 007 714 adults in the database). HbA1c was monitored in 39.2% (95% CI 36.9% to 41.6%) of patients with newly recorded and 45.2% (95% CI 42.6% to 47.8%) with past recorded diabetes (OR(adj) 0.78, 95% CI 0.73 to 0.82). HbA1c control was achieved by 78.4% (95% CI 76.7% to 80.0%) and 54.4% (95% CI 53.4% to 55.4%) of monitored patients with newly or past recorded diabetes, respectively (OR(adj) 3.11, 95% CI 2.82 to 3.39). Less than 20% of patients with newly or past recorded diabetes had their HbA1c, BP and total cholesterol levels controlled (OR(adj) 1.08, 95% CI 0.97 to 1.21). CONCLUSIONS: The monitoring of clinical parameters was lower among patients with newly than past recorded diabetes. However, diabetes control was similarly low in both groups, with only one in five monitored patients achieving control of all clinical parameters. BMJ Publishing Group 2023-04-25 /pmc/articles/PMC10151933/ /pubmed/37185189 http://dx.doi.org/10.1136/bmjopen-2022-069875 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Epidemiology Zheng, Mingyue Bernardo, Carla Stocks, Nigel Hu, Peng Gonzalez-Chica, David Diabetes mellitus monitoring and control among adults in Australian general practice: a national retrospective cohort study |
title | Diabetes mellitus monitoring and control among adults in Australian general practice: a national retrospective cohort study |
title_full | Diabetes mellitus monitoring and control among adults in Australian general practice: a national retrospective cohort study |
title_fullStr | Diabetes mellitus monitoring and control among adults in Australian general practice: a national retrospective cohort study |
title_full_unstemmed | Diabetes mellitus monitoring and control among adults in Australian general practice: a national retrospective cohort study |
title_short | Diabetes mellitus monitoring and control among adults in Australian general practice: a national retrospective cohort study |
title_sort | diabetes mellitus monitoring and control among adults in australian general practice: a national retrospective cohort study |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151933/ https://www.ncbi.nlm.nih.gov/pubmed/37185189 http://dx.doi.org/10.1136/bmjopen-2022-069875 |
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