SynthesisJournal of general internal medicine2014
Effectiveness and safety of patient activation interventions for adults with type 2 diabetes: systematic review, meta-analysis, and meta-regression.
Synthesis in Journal of general internal medicine, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 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
37 citing papers in PubMed, 5 syntheses or guidelines pooled it, 77 citations in OpenAlex.
- Pooled it
- 2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines.Journal of the American College of Cardiology · 2019Guideline
- Supported self-management for people with type 2 diabetes: a meta-review of quantitative systematic reviews.BMJ open · 2018Pooled it
- Characterizing patient-oriented tools that could be packaged with guidelines to promote self-management and guideline adoption: a meta-review.Implementation science : IS · 2016Pooled it
- Pooled it
- Trial
- Impact of a community-based approach to patient engagement in rural, low-income adults with type 2 diabetes.Public health nursing (Boston, Mass.) · 2020Trial
- Promoting inclusivity and partnership with recipients of health services: Short report on redesigning Engaging All Voices (previously Consumer Voice).Research square · 2026Article
- The relationships between patient activation, patient-physician relationship, and patient engagement and medication adherence: model research on the mediating role.BMC psychology · 2026Article
- The impact of multimodal prehabilitation on patient activation before surgery: a cohort study.Surgical endoscopy · 2025Article
- Components and Effectiveness of Self-Management Interventions Among Adults Living With Type 2 Diabetes in Low-Income Countries: A Systematic Review.Diabetes spectrum : a publication of the American Diabetes Association · 2025Article
- Association between patient activation and adherence to a colorectal enhanced recovery pathway: a prospective cohort study.Surgical endoscopy · 2024Article
- Characterization of Patient Activation among Childhood Cancer Survivors in the St. Jude Lifetime Cohort Study (SJLIFE).Cancers · 2024Article
- Review
- Patient activation in adults attending appointments in general practice: a cross-sectional study.BMC primary care · 2023Article
- The Effect of a Patient Activation Tailored Intervention on Type 2 Diabetes Self-Management and Clinical Outcomes: A Study from Saudi Arabian Primary Care Settings.Journal of diabetes research · 2023Article
- Activating people to partner in health and self-care: use of the Patient Activation Measure.The Medical journal of Australia · 2022Article
- Article
- Talking the same language on patient empowerment: Development and content validation of a taxonomy of self-management interventions for chronic conditions.Health expectations : an international journal of public participation in health care and health policy · 2021Article
- Health literacy and patient activation among adults with chronic diseases in Singapore: A cross-sectional study.Nursing open · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 8 institutions in 1 country.
Funding
Abstract
backgroundPatient activation interventions (PAIs) engage patients in care by promoting increased knowledge, confidence, and/or skills for disease self-management. However, little is known about the impact of these interventions on a wide range of outcomes for adults with type 2 diabetes (DM2), or which of these interventions, if any, have the greatest impact on glycemic control.
methodsElectronic databases were searched from inception through November 2011. Of 16,290 citations, two independent reviewers identified 138 randomized trials comparing PAIs to usual care/control groups in adults with DM2 that reported intermediate or long-term outcomes or harms. For meta-analyses of continuous outcomes, we used a random-effects model to derive pooled weighted mean differences (WMD). For all-cause mortality, we calculated the pooled odds ratio (OR) using Peto's method. We assessed statistical heterogeneity using the I (2) statistic and conducted meta-regression using a random-effects model when I (2) > 50 %. A priori meta-regression primary variables included: intervention strategies, intervention leader, baseline outcome value, quality, and study duration.
resultsPAIs modestly reduced intermediate outcomes [A1c: WMD 0.37 %, CI 0.28-0.45 %, I (2) 83 %; SBP: WMD 2.2 mmHg, CI 1.0-3.5 mmHg, I (2) 72 %; body weight: WMD 2.3 lbs, CI 1.3-3.2 lbs, I (2) 64 %; and LDL-c: WMD 4.2 mg/dL, CI 1.5-6.9 mg/dL, I (2) 64 %]. The evidence was moderate for A1c, low/very low for other intermediate outcomes, low for long-term mortality and very low for complications. Interventions had no effect on hypoglycemia (evidence: low) or short-term mortality (evidence: moderate). Higher baseline A1c, pharmacist-led interventions, and longer follow-up were associated with larger A1c improvements. No intervention strategy outperformed any other in adjusted meta-regression.
conclusionsPAIs modestly improve A1c in adults with DM2 without increasing short-term mortality. These results support integration of these interventions into primary care for adults with uncontrolled glycemia, and provide evidence to insurers who do not yet cover these programs.
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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 OpenQuestion graph.