ArticleDiabetes spectrum : a publication of the American Diabetes Association2021
Literature Review of Type 2 Diabetes Management and Health Literacy.
Article in Diabetes spectrum : a publication of the American Diabetes Association, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 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
12 citing papers in PubMed, 2 syntheses or guidelines pooled it, 33 citations in OpenAlex.
- Health literacy and tuberculosis control: systematic review and meta-analysis.Bulletin of the World Health Organization · 2024Pooled it
- Effectiveness of synchronous teleconsultation for patients with type 2 diabetes mellitus: a systematic review and meta-analysis.BMJ open diabetes research & care · 2023Pooled it
- Population-focused community-based health literacy model for high-risk people: preventing type 2 diabetes mellitus through participatory action research in rural Thailand.BMC public health · 2026Article
- Article
- Sociodemographic disparities in health literacy among American adults: A national survey study.Preventive medicine reports · 2025Article
- Privacy-Preserving Glycemic Management in Type 1 Diabetes: Development and Validation of a Multiobjective Federated Reinforcement Learning Framework.JMIR diabetes · 2025Article
- Article
- Engaging with patients with diabetes: the role of social media in low-income healthcare organisations.BMJ health & care informatics · 2025Article
- What do patients with substance use disorders know about their medication? A cross-sectional interview-based study.Frontiers in psychiatry · 2025Article
- The role of self-efficacy in managing type 2 diabetes and emotional well-being: a cross sectional study.BMC public health · 2024Article
- Knowledge Assessment During the Medication Process Use by Older Patients on Clinical Routine: A Pilot Study.Turkish journal of pharmaceutical sciences · 2023Article
- Health literacy and cardiovascular disease prevention: a systematic scoping review protocol.BMJ open · 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
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveThe purpose of this literature review was to identify educational approaches addressing low health literacy for people with type 2 diabetes. Low health literacy can lead to poor management of diabetes, low engagement with health care providers, increased hospitalization rates, and higher health care costs. These challenges can be even more profound among minority populations and non-English speakers in the United States.
methodsA literature search and standard data extraction were performed using PubMed, Medline, and EMBASE databases. A total of 1,914 articles were identified, of which 1,858 were excluded based on the inclusion criteria, and 46 were excluded because of a lack of relevance to both diabetes management and health literacy. The remaining 10 articles were reviewed in detail.
resultsPatients, including ethnic minorities and non-English speakers, who are engaged in diabetes education and health literacy improvement initiatives and ongoing follow-up showed significant improvement in A1C, medication adherence, medication knowledge, and treatment satisfaction. Clinicians considering implementing new interventions to address diabetes care for patients with low health literacy can use culturally tailored approaches, consider ways to create materials for different learning styles and in different languages, engage community health workers and pharmacists to help with patient education, use patient-centered medication labels, and engage instructors who share cultural and linguistic similarities with patients to provide educational sessions.
conclusionThis literature review identified a variety of interventions that had a positive impact on provider-patient communication, medication adherence, and glycemic control by promoting diabetes self-management through educational efforts to address low health literacy.
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.