ArticleEClinicalMedicine2024
Effect of automated insulin delivery systems on person-reported outcomes in people with diabetes: a systematic review and meta-analysis.
Article in EClinicalMedicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A systematic literature review and meta-analysis of real-world evidence on commercially available automated insulin delivery systems in people with type 1 diabetes.Diabetes, obesity & metabolism · 2026Pooled it
- The effect of automated insulin delivery system use on diabetes distress in people with type 1 diabetes and their caregivers: A systematic review and meta-analysis.Diabetic medicine : a journal of the British Diabetic Association · 2025Pooled it
- Metabolic and vascular outcomes after transition to the MiniMed 780G system in adults ≥65 years with type 1 diabetes: a randomised, single-centre study.Diabetologia · 2026Trial
- Psychosocial outcomes among adults with type 1 diabetes using a tubeless automated insulin delivery system compared with sensor augmented pump therapy: A randomised, parallel-group clinical trial sub-study.Diabetes, obesity & metabolism · 2026Trial
- Automatic activation of neurostimulation for central sleep apnea results in high nightly usage.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2026Trial
- The Emotional Burden and Behavioral Impacts of Alarms and Alerts Across the Spectrum of Diabetes Technology Use: a Cross-Sectional Study.JMIR diabetes · 2026Article
- Reduced Diabetes Burden Over Glycemic Gains With the Dexcom G7 Upgrade in Youth on Automated Insulin Delivery System.Diabetes, obesity & metabolism · 2026Article
- Contemporary Diabetes Technology and the Patient Experience.JAMA network open · 2026Article
- Clinical characteristics, glycemic control & quality of life of patients using Android Artificial Pancreas System (AAPS) in Brazil.Archives of endocrinology and metabolism · 2026Article
- Diabetic Retinopathy Outcomes and Early Worsening of Diabetic Retinopathy in Adolescents and Young Adults With Type 1 Diabetes Following Rapid and Large Glycemic Improvements After Commencing Automated Insulin Delivery.Journal of diabetes science and technology · 2026Article
- Rethinking control-IQ+ technology: Simple strategies for easy optimization.Diabetes, obesity & metabolism · 2026Review
- Independent associations of mental health and diabetes complications with health-related quality of life: Evidence from a cross-sectional study.Diabetes, obesity & metabolism · 2026Article
- Mauriac Syndrome: Growth and Clinical Outcomes After 2.5 Years of Automated Insulin Delivery Treatment.JCEM case reports · 2026Article
- 5. Facilitating Positive Health Behaviors and Well-being to Improve Health Outcomes: Standards of Care in Diabetes-2026.Diabetes care · 2026Review
- Advancing Type 1 Diabetes Management: Integrating Novel Therapies, Technologies, and Adjunctive Approaches.Diabetes care · 2026Review
- Hybrid closed-loop systems in UK type 1 diabetes care: National survey of healthcare professional awareness, confidence, and training needs.Diabetes, obesity & metabolism · 2025Article
- Daytime and nighttime glycemic control with control-IQ technology vs. standard therapy in type 1 diabetes: a systematic review and meta-analysis with trial sequential analysis and GRADE assessment.Diabetology & metabolic syndrome · 2025Review
- Practical Considerations and Implementation of Automated Insulin Delivery Systems.Diabetes technology & therapeutics · 2025Review
- Practical Considerations and Implementation of Automated Insulin Delivery Systems.Journal of diabetes science and technology · 2025Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Conclusive evidence on the benefits of automated insulin delivery (AID) systems on person-reported outcomes (PROs) is missing. Methods: In this systematic review and meta-analysis, four databases (PubMed, PsycINFO, Cochrane, and GoogleScholar) were searched from inception up to August 7th, 2024. All types of studies were included if studies reported on PROs in people with diabetes using an AID system. All types of control groups in randomised controlled trials (RCT) were included. Summary data were extracted by three reviewers. Main outcomes focused on diabetes distress, fear of hypoglycaemia and quality of life. Meta-analyses were conducted for RCTs and observational studies separately. When five or more studies could be pooled, random-effects meta-analysis was used, otherwise common-effects meta-analysis was used. Risk of bias was evaluated with Cochrane tools. This study was registered with PROSPERO, CRD42022352502. Findings: A total of 62 studies (n = 9253) were included reporting on 45 different questionnaires. Twenty-seven studies were RCTs and 25 were observational studies. RCT meta-analyses showed reduced diabetes distress (standardised mean difference [95% CI]: -0.159 [-0.309, -0.010], I Interpretation: We found low to moderate effect sizes indicating that AID therapy is associated with reduced burden and improved well-being in people with diabetes. Evidence comes from both RCTs and observational studies. However, for some PROs only a limited number of studies could be pooled with a large heterogeneity in questionnaires used. More research is needed with a more uniformed assessment of PROs to demonstrate the added value of AID therapy on psychosocial outcomes. Funding: None.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.