SynthesisBMJ open2017
Improving risk factor management for patients with poorly controlled type 2 diabetes: a systematic review of healthcare interventions in primary care and community settings.
Synthesis in BMJ open, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 5 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
43 citing papers in PubMed, 5 syntheses or guidelines pooled it, 86 citations in OpenAlex.
- The Effect of Health Literacy Interventions on Self-management in Chronic Diseases: A Systematic Review.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025Pooled it
- The impact of health literacy interventions on glycemic control and self-management outcomes among type 2 diabetes mellitus: A systematic review.Journal of diabetes · 2023Pooled it
- Characteristics of subjects with type 2 diabetes enrolled in randomized controlled trials and non-randomized controlled trials in Japan: A systematic review.Journal of diabetes investigation · 2023Pooled it
- Effectiveness of the chronic care model for adults with type 2 diabetes in primary care: a systematic review and meta-analysis.Systematic reviews · 2022Pooled it
- Diabetes Canada 2018 clinical practice guidelines: Key messages for family physicians caring for patients living with type 2 diabetes.Canadian family physician Medecin de famille canadien · 2019Guideline
- Laughter yoga as an enjoyable therapeutic approach for glycemic control in individuals with type 2 diabetes: A randomized controlled trial.Frontiers in endocrinology · 2023Trial
- Continuous Glucose Monitoring With Low-Carbohydrate Nutritional Coaching to Improve Type 2 Diabetes Control: Randomized Quality Improvement Program.Journal of medical Internet research · 2022Trial
- Evaluation of an mHealth-enabled hierarchical diabetes management intervention in primary care in China (ROADMAP): A cluster randomized trial.PLoS medicine · 2021Trial
- Shared decision making and patient-centeredness for patients with poorly controlled type 2 diabetes mellitus in primary care-results of the cluster-randomised controlled DEBATE trial.BMC family practice · 2021Trial
- Patient-centered communication and shared decision making to reduce HbA1c levels of patients with poorly controlled type 2 diabetes mellitus - results of the cluster-randomized controlled DEBATE trial.BMC family practice · 2019Trial
- Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes.BMJ open diabetes research & care · 2019Trial
- Article
- Personalized Medicine Interventions for Glycemic Control in Adults With Type 2 Diabetes: A Systematic Review.Cureus · 2026Review
- Association of Nontraditional Lipid Indices With Poor Glycemic Control in Patients With Type 2 Diabetes: A Cross-Sectional Study.Journal of diabetes research · 2026Article
- Impaired efferocytosis by monocytes and monocyte-derived macrophages in patients with poorly controlled type 2 diabetes.World journal of diabetes · 2025Article
- Modifiable and Non-Modifiable Risk Factors and Vascular Damage Progression in Type 2 Diabetes: A Primary Care Analysis.Journal of clinical medicine · 2025Article
- Effect of video conferencing between primary and secondary care specialists on type 2 diabetes medication.NPJ digital medicine · 2025Article
- The association between a body shape index and diabetic kidney disease in early-onset type 2 diabetes: evidence from a two-center study.Frontiers in endocrinology · 2025Article
- Article
- Predicting control of cardiovascular disease risk factors in South Asia using machine learning.NPJ digital medicine · 2024Article
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 at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesPoorly controlled type 2 diabetes mellitus (T2DM) is a major international health problem. Our aim was to assess the effectiveness of healthcare interventions, specifically targeting patients with poorly controlled T2DM, which seek to improve glycaemic control and cardiovascular risk in primary care settings.
designSystematic review.
settingPrimary care and community settings. INCLUDED STUDIES: Randomised controlled trials (RCTs) targeting patients with poor glycaemic control were identified from Pubmed, Embase, Web of Science, Cochrane Library and SCOPUS. Poor glycaemic control was defined as HbA1c over 59 mmol/mol (7.5%).
interventionsInterventions were classified as organisational, patient-oriented, professional, financial or regulatory. OUTCOMES: Primary outcomes were HbA1c, blood pressure and lipid control. Two reviewers independently assessed studies for eligibility, extracted data and assessed study quality. Meta-analyses were undertaken where appropriate using random-effects models. Subgroup analysis explored the effects of intervention type, baseline HbA1c, study quality and study duration. Meta-regression analyses were undertaken to investigate identified heterogeneity.
resultsForty-two RCTs were identified, including 11 250 patients, with most undertaken in USA. In general, studies had low risk of bias. The main intervention types were patient-directed (48%) and organisational (48%). Overall, interventions reduced HbA1c by -0.34% (95% CI -0.46% to -0.22%), but meta-analyses had high statistical heterogeneity. Subgroup analyses suggested that organisational interventions and interventions on those with baseline HbA1c over 9.5% had better improvements in HbA1c. Meta-regression analyses suggested that only interventions on those with population HbA1c over 9.5% were more effective. Interventions had a modest improvement of blood pressure and lipids, although baseline levels of control were generally good.
conclusionsThis review suggests that interventions for T2DM, in primary care, are better targeted at individuals with very poor glycaemic control and that organisational interventions may be more effective.
Indexed as
Identifiers
What OpenQuestion holds
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 OpenQuestion graph.