SynthesisBMJ open2021
Effect of educational interventions on knowledge of the disease and glycaemic control in patients with type 2 diabetes mellitus: a systematic review and meta-analysis of randomised controlled trials.
Synthesis in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 3 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
22 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Effectiveness of diabetes self-management education and support interventions on glycemic levels among people living with type 2 diabetes in the WHO African Region: a Systematic Review and meta-analysis.Frontiers in clinical diabetes and healthcare · 2025Pooled it
- Diabetes Education Program for Nursing Students: A Systematic Review and Meta-Analysis.Nursing open · 2024Pooled it
- Pooled it
- Knowledge-Attitude-Practice-Based Outdoor Exercise Education for Patients With Type 2 Diabetes: A Randomized Controlled Trial.Journal of diabetes research · 2026Trial
- Assessing the effectiveness of print-based educational intervention on self-care practices among type 2 diabetes patients in selected tertiary hospitals in Southwest, Nigeria.BMC endocrine disorders · 2025Trial
- A study on the clinical effectiveness of a tiered management model for type 2 diabetes based on a three-level linkage mechanism in the context of residency training: a randomized controlled trial.Frontiers in endocrinology · 2025Trial
- A Culturally Sensitive and Theory-Based Intervention on Prevention and Management of Diabetes: A Cluster Randomized Control Trial.Nutrients · 2022Trial
- Dietary Habits and Lifestyle Factors Associated with Vascular Diseases: A Case-Control Study.Healthcare (Basel, Switzerland) · 2026Article
- mHealth Low-Carbohydrate Type 2 Diabetes Intervention Positively Impacts Sleep Quality and Psychosocial Outcomes.International journal of behavioral medicine · 2026Article
- Nutritional Counseling Is Independently Associated with Greater Knowledge of Drug-Food Interactions in Patients with Type 2 Diabetes.Nutrients · 2026Article
- Prevalence and Factors Associated with Type 2 Diabetes Self-Management Among Patients Attending Mbale Regional Referral Hospital: A Cross-Sectional Study in Eastern Uganda.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Effectiveness of diabetes self-management education interventions on glycemic control in persons with diabetes in Africa: a systematic review and meta-analysis.Annals of medicine and surgery (2012) · 2025Review
- The effect of a holistic nurse coaching intervention on glycemic control, diabetes self-management, and empowerment: a randomized controlled trial.BMC nursing · 2025Article
- Article
- A Review of Patient's Knowledge and Practice of Diabetic Foot Self-Care.The Malaysian journal of medical sciences : MJMS · 2024Review
- Educational Interventions for Individuals with Insulin-Treated Type 2 Diabetes Mellitus: A Systematic Review.Patient preference and adherence · 2024Review
- Knowledge about type 2 diabetes: its impact for future management.Frontiers in public health · 2024Observational
- Barriers to self-management engagement among community-dwelling older adults with mild cognitive impairment: a qualitative study.Frontiers in psychiatry · 2024Article
- Clinical Effects of a Home Care Pilot Program for Patients with Type 1 Diabetes Mellitus: A Retrospective Cohort Study.Diabetes & metabolism journal · 2023Article
- Access to Healthcare for Children and Adolescents with a Chronic Health Condition during the COVID-19 Pandemic: First Results from the KICK-COVID Study in Germany.Children (Basel, Switzerland) · 2022Article
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
backgroundGlobally, type 2 diabetes has continued to increase, now accounting for over 90% of all diabetes cases. Though the magnitude of uncontrolled glycaemic levels in patients with type 2 diabetes is steadily rising, evidence showed that effectively controlled glycaemic levels can prevent complications and improve the quality of life of these patients. As little is known about the effect of educational interventions on this population, this systematic review and meta-analysis evaluated the effectiveness of educational interventions versus standard care on glycaemic control and disease knowledge among patients with type 2 diabetes.
methodsPubMed, Google Scholar, Cochrane Library, Scopus, African Journals Online and Wiley Online Library were searched. Two authors independently assessed within-trial risk of bias in each included study using revised Cochrane risk-of-bias tool for randomised trials. A random-effects model was employed to estimate combined effect sizes. Subgroup analyses were employed to investigate possible sources of heterogeneity between studies. The overall certainty of the evidence was evaluated using the Grading of Recommendations Assessment, Development and Evaluation approach.
resultsA total of 19 trials with 2708 study participants were included in the review. Primary outcomes (glycaemic control) were reported in 18 trials. The pooled estimated impact of educational intervention on glycaemic levels using the random-effects model was -0.83 (95% CI: -1.17 to -0.49, p<0.001). Subgroup analyses revealed greater A1c reductions in those studies with intervention duration of up to 3 months and with empirical intervention designs. Educational interventions led to significant increases in participants' knowledge of type 2 diabetes (standardised mean difference: 1.16; 95% CI: 0.71 to 1.60; I
conclusionIn the current review overall, educational interventions can potentially lead to improved glycaemic control levels in patients with type 2 diabetes despite heterogeneity across the studies. Besides, the findings showed that educational interventions could increase disease knowledge among patients with type 2 diabetes. PROSPERO REGISTRATION NUMBER: CRD42020205838.
Indexed as
Identifiers
What Socratic 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 Socratic graph.