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Background: People with type 1 diabetes and raised glucose levels are at greater risk of retinopathy, nephropathy, neuropathy, cardiovascular disease, sexual health problems and foot disease. The UK National Institute for Health and Care Excellence (NICE) recommends continuous subcutaneous 'insulin pump' therapy for people with type 1 diabetes whose HbA1c is above 69 mmol/mol. Insulin pump use can improve quality of life, cut cardiovascular risk and increase treatment satisfaction. About 90,000 people in England and Wales meet NICE criteria for insulin pumps but do not use one. Insulin pump use also varies markedly by deprivation, ethnicity, sex and location. Increasing insulin pump use is a key improvement priority. Audit and feedback is a common but variably effective intervention. Limited capabilities of healthcare providers to mount effective responses to feedback from national audits, such as the National Diabetes Audit (NDA), undermines efforts to improve care. We have co-developed a theoretically and empirically informed quality improvement collaborative (QIC) to strengthen local responses to feedback with patients and carers, national audits and healthcare providers. We will evaluate whether the QIC improves the uptake of insulin pumps following NDA feedback.
Methods: We will undertake an efficient cluster randomised trial using routine data. The QIC will be delivered alongside the NDA to specialist diabetes teams in England and Wales. Our primary outcome will be the proportion of people with type 1 diabetes and an HbA1c above 69 mmol/mol who start and continue insulin pump use during the 18-month intervention period. Secondary outcomes will assess change in glucose control and duration of pump use. Subgroup analyses will explore impacts upon inequalities by ethnicity, sex, age and deprivation. A theory-informed process evaluation will explore diabetes specialist teams' engagement, implementation, fidelity and tailoring through observations, interviews, surveys and documentary analysis. An economic evaluation will micro-cost the QIC, estimate cost-effectiveness of NDA feedback with QIC and estimate the budget impact of NHS-wide QIC roll out.
Discussion: Our study responds to a need for more head-to-head trials of different ways of reinforcing feedback delivery. Our findings will have implications for other large-scale audit and feedback programmes.
Trial Registration: ISRCTN82176651 Registered 18 October 2022.
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http://dx.doi.org/10.1186/s13012-023-01293-0 | DOI Listing |
J Med Eng Technol
September 2025
Universidade Federal de São Paulo, São Paulo, Brazil.
The purpose of this paper is to describe the development of a low-cost insulin infusion pump software simulator. The simulator was built using Java programming language and replicates the interface and functions of a real low-cost insulin infusion pump currently under development. Potential users participated in a remote session, and assessment was conducted using a standard usability scale (SUS).
View Article and Find Full Text PDFPLoS One
September 2025
Grupo GITA, Facultad de Minas, Universidad Nacional de Colombia, Medellín, Colombia.
The development of an impulsive automated insulin delivery system (i-AiDS) for type 1 diabetes mellitus aims to provide real-time blood glucose regulation with minimal human intervention. This study presents the validation of an offset-free impulsive zone model predictive control strategy designed to cope with external disturbances such as meal intake and plant-model mismatch in a diabetic rat model. Fourteen male Wistar rats induced diabetes with streptozotocin were monitored using an continuous glucose monitoring and regulated by delivering insulin with a customized low-cost pump.
View Article and Find Full Text PDFJ Cardiothorac Vasc Anesth
August 2025
Department of Anesthesiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China; Center of Outcomes Research, Department of Anesthesiology, Critical Care and Pain Medicine, University of Texas, Houston, T
Objective: Previous studies have demonstrated that preoperative oral carbohydrates (CHO) can alleviate postoperative insulin resistance (IR) and enhance recovery in non-diabetic patients undergoing cardiac surgery. However, the potential benefits in diabetic patients remain unclear. This study aimed to investigate the effects of preoperative CHO on IR and postoperative recovery in diabetic patients undergoing off-pump coronary artery bypass grafting (OPCAB).
View Article and Find Full Text PDFDiabetes Res Clin Pract
September 2025
Department of Internal Medicine, Division of Endocrinology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, USA. Electronic address:
Aims: Automated insulin delivery (AID) systems are first-line therapy for type 1 diabetes, but commercially available AIDs in the United States are not approved for pregnancy. We aimed to compare glycemic control achieved during pregnancy by people with type 1 diabetes using AIDs versus standard of care therapy (multiple daily injections and sensor augmented pump therapy).
Methods: This was a retrospective cohort study of people with type 1 diabetes who used a continuous glucose monitor (CGM) during pregnancy.