SynthesisBMC endocrine disorders2023
What is the effect of mobile phone text message reminders on medication adherence among adult type 2 diabetes mellitus patients: a systematic review and meta-analysis of randomized controlled trials.
Synthesis in BMC endocrine disorders, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
What it found
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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
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.
- Text messaging interventions are associated with reductions in HbA1c among patients with diabetes: a systematic review and meta-analysis.BMJ open diabetes research & care · 2025Pooled it
- Automated Text Message Outreach to Increase Diabetes Screening: A Pragmatic Randomized Trial.medRxiv : the preprint server for health sciences · 2026Article
- Improving medication adherence in type 2 diabetes: strategies for better clinical and economic outcomes.Diabetologia · 2026Review
- Medication Adherence and its Predictors in Patients With Type 2 Diabetes Mellitus in India: A Systematic Review and Meta-Analysis of Current Evidence.Health science reports · 2026Review
- Development and Value of a Centralized Text Message-based Tracking and Support Program for the PRECIDENTD Study.Medical care · 2026Article
- The impact of patient-facing digital health interventions on patient safety outcomes: a meta-analysis of meta-analyses.Oxford open digital health · 2026Review
- Investigating the relationship between e-health literacy and the tendencies and preferences of patients with type 2 diabetes in using self-management technologies.Journal of education and health promotion · 2026Article
- Impact of PharmaTE trial on glycemic control, diabetes knowledge, medication adherence, and quality of life in type 2 diabetes patients: a mixed-methods study protocol.Journal of pharmaceutical policy and practice · 2026Article
- Review
- Self-Management Behaviours in Type 2 Diabetes Across Gulf Cooperation Council Countries: An Updated Narrative Review to Enhance Patient Care.Healthcare (Basel, Switzerland) · 2025Review
- Exploring Desired Features of Mobile Health Apps for Patients With Diabetes to Enhance Engagement and Self-Management: Qualitative Study.JMIR diabetes · 2025Article
- Influencing factors of health promotion behaviour in patients with aortic dissection: a qualitative study using the COM-B model.BMJ open · 2025Article
- Effectiveness of text messages in the adherence to COVID-19 prevention practices: a quasi-experimental study.Revista latino-americana de enfermagem · 2025Article
- Digital interventions in medication adherence: a narrative review of current evidence and challenges.Frontiers in pharmacology · 2025Review
- Oral self-management of palbociclib using mobile technology: Findings from a nurse-led randomized controlled trial.Asia-Pacific journal of oncology nursing · 2024Article
- Intention to use mobile text message reminders for medication adherence among hypertensive patients in North West Ethiopia: a cross-sectional study.BMC health services research · 2024Article
- Improving the management of type 2 diabetes in China using a multifaceted digital health intervention in primary health care: the SMARTDiabetes cluster randomised controlled trial.The Lancet regional health. Western Pacific · 2024Article
- 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
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGlobally, type 2 diabetes has become increasing. As little is known about the effect of educational intervention on this population, this systematic review and meta-analysis evaluated the effectiveness of mobile phone text message reminders versus usual care to improve medication adherence among type 2 diabetes mellitus patients.
methodsPubMed, Google Scholar, Cochrane Library, Scopus, and African Journals Online, were searched. 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 9 trials with 1,121 participants were included in the review. The pooled estimated impact of mobile phone text message reminders on medication adherence was (SMD: 0.36; 95%CI; 0.14, 0.59) compared to usual care groups among patients with type 2 diabetes mellitus. In addition, subgroup analyses revealed greater medication adherence levels in those studies with intervention durations of more than six months and with self-report/refill adherence scale measurement (SMD: 0.21; 95%CI: 0.02, 0.40) and (SMD: 0.45; 95%CI: 0.22, 0.68), respectively.
conclusionMobile phone text messages can potentially lead to improved medication adherence levels in patients with Type 2 diabetes despite heterogeneity across the studies. Therefore, mobile phone text messaging when delivered in addition to usual care, have the potential to produce significant improvements in medication adherence.
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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.