1. Exploring HbA1c variation between Australian diabetes centres: The impact of centre-level and patient-level factors.
- Author
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Quigley M, Earnest A, Szwarcbard N, Wischer N, Andrikopoulos S, Green S, and Zoungas S
- Subjects
- Adult, Aged, Australia, Cross-Sectional Studies, Delivery of Health Care, Female, Health Services, Indigenous standards, Humans, Linear Models, Male, Middle Aged, Practice Guidelines as Topic, Reproducibility of Results, Smoking, Smoking Cessation, Diabetes Mellitus, Type 1 blood, Diabetes Mellitus, Type 2 blood, Glycated Hemoglobin biosynthesis
- Abstract
Background: Increasing global diabetes incidence has profound implications for health systems and for people living with diabetes. Guidelines have established clinical targets but there may be variation in clinical outcomes including HbA1c, based on location and practice size. Investigating this variation may help identify factors amenable to systemic improvement interventions. The aims of this study were to identify centre-specific and patient-specific factors associated with variation in HbA1c levels and to determine how these associations contribute to variation in performance across diabetes centres., Methods: This cross-sectional study analysed data for 5,872 people with type 1 (n = 1,729) or type 2 (n = 4,143) diabetes mellitus collected through the Australian National Diabetes Audit (ANDA). A linear mixed-effects model examined centre-level and patient-level factors associated with variation in HbA1c levels., Results: Mean age was: 43±17 years (type 1), 64±13 (type 2); median disease duration: 18 years (10,29) (type 1), 12 years (6,20) (type 2); female: 52% (type 1), 45% (type 2). For people with type 1 diabetes, volume of patients was associated with increases in HbA1c (p = 0.019). For people with type 2 diabetes, type of centre was associated with reduction in HbA1c (p <0.001), but location and patient volume were not. Associated patient-level factors associated with increases in HbA1c included past hyperglycaemic emergencies (type 1 and type 2, p<0.001) and Aboriginal and Torres Strait Islander status (type 2, p<0.001). Being a non-smoker was associated with reductions in HbA1c (type 1 and type 2, p<0.001)., Conclusions: Centre-level and patient-level factors were associated with variation in HbA1c, but patient-level factors had greater impact. Interventions targeting patient-level factors conducted at a centre level including sick-day management, smoking cessation programs and culturally appropriate diabetes education for and Aboriginal and Torres Strait Islander peoples may be more important for improving glycaemic control than targeting factors related to the Centre itself., Competing Interests: Sally Green is employed by Monash University and receives funding from the National Health and Medical Research Council (NHMRC), the Medical Research Future Fund (MRFF) and the Victorian Department of Health and Human Services. She has no declaration of interest specific to the research reported in this paper. Sophia Zoungas reports financial activities outside the submitted work including: Eli Lilly Australia Ltd – Participation in Steering Committee (CVOT) 2019 & 2021 on behalf of Monash University – payment to institution; Boehringer-Ingelheim – Participation in Advisory Board, expert committees or educational meeting 2019 on behalf of Monash University – payment to institution; MSD Australia - Participation in Advisory Board, expert committees or educational meeting 2019 & 2020 on behalf of Monash University – payment to institution; AstraZeneca – Participation in Advisory Board, expert committees or educational meeting 2017, 2018, 2019, 2020 & 2021 on behalf of Monash University – payment to institution; Novo Nordisk - Participation in Advisory Board, expert committees or educational meeting 2016, 2018, 2019 & 2020 on behalf of Monash University – payment to institution; Sanofi – Participation in Advisory Board, expert committees or educational meeting 2018 on behalf of Monash University – payment to institution. This does not alter her adherence to PLOS ONE policies on sharing data and materials. The other authors declare no relevant declarations of interest with regards to this manuscript.
- Published
- 2022
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