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Chronic disease IMPACT (chronic disease early detection and improved management in primary care project): An
Julia L Jones1,2,3, Koen Simons4,5, Jo-Anne Manski-Nankervis6
1Nephrology, Western Health, Melbourne, Australia.
Insights
An electronic-technology intervention improved detection of chronic kidney disease (CKD) and type 2 diabetes (T2D) in primary care. However, further refinement is needed for comprehensive management of these interrelated vascular diseases.
Area of Science:
- Primary Care
- Health Informatics
- Chronic Disease Management
Background:
- Interrelated chronic vascular diseases, including chronic kidney disease (CKD), type 2 diabetes (T2D), and cardiovascular disease (CVD), present significant morbidity and mortality.
- Effective management strategies are crucial for improving patient outcomes and reducing healthcare burdens.
Purpose of the Study:
- To evaluate the effectiveness of an electronic-technology-based quality improvement intervention in primary care settings.
- To assess the intervention's impact on the detection and management of patients with or at risk of CKD, T2D, and CVD.
Main Methods:
- A stepped-wedge trial design was employed, with primary care practices randomized to commence the intervention sequentially.
- The intervention comprised an electronic tool for data extraction and audit, educational components, and quality improvement support.
- Bayesian generalized linear mixed models were used for de-identified data analysis.
Main Results:
- The intervention was associated with increased rates of kidney health checks and coded diagnoses of CKD among at-risk individuals.
- Improved T2D diagnostic testing and urine albumin-to-creatinine ratio (uACR) monitoring in T2D patients were observed.
- A decrease in documented eye checks within recommended frequencies for T2D patients was noted, with no significant changes in other assessed variables.
Conclusions:
- The electronic-technology intervention shows promise for translating clinical guidelines into practice for interrelated chronic vascular diseases.
- Further refinement of the intervention is necessary to achieve broader improvements in the detection and management of CKD, T2D, and CVD.
Background:
Interrelated chronic vascular diseases (chronic kidney disease (CKD), type 2 diabetes (T2D) and cardiovascular disease (CVD)) are common with high morbidity and mortality. This study aimed to assess if an electronic-technology-based quality improvement intervention in primary care could improve detection and management of people with and at risk of these diseases.
Methods:
Stepped-wedge trial with practices randomised to commence intervention in one of five 16-week periods. Intervention included (1) electronic-technology tool extracting data from general practice electronic medical records and generating graphs and lists for audit; (2) education regarding chronic disease and the electronic-technology tool; (3) assistance with quality improvement audit plan development, benchmarking, monitoring and support. De-identified data analysis using R 3.5.1 conducted using Bayesian generalised linear mixed model with practice and time-specific random intercepts.
Results:
At baseline, eight included practices had 37,946 active patients (attending practice ≥3 times within 2 years) aged ≥18 years. Intervention was associated with increased OR (95% CI) for: kidney health checks (estimated glomerular filtration rate, urine albumin:creatinine ratio (uACR) and blood pressure) in those at risk 1.34 (1.26-1.42); coded diagnosis of CKD 1.18 (1.09-1.27); T2D diagnostic testing (fasting glucose or HbA1c) in those at risk 1.15 (1.08-1.23); uACR in patients with T2D 1.78 (1.56-2.05). Documented eye checks within recommended frequency in patients with T2D decreased 0.85 (0.77-0.96). There were no significant changes in other assessed variables.
Conclusions:
This electronic-technology-based intervention in primary care has potential to help translate guidelines into practice but requires further refining to achieve widespread improvements across the interrelated chronic vascular diseases.
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