ArticleDigital health
Tailored mobile text messaging interventions targeting type 2 diabetes self-management: A systematic review and a meta-analysis.
Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06176495 (Empowering Patients With Diabetes and Their Family Members), which is not on this map. Cited by 87 papers, 6 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.
Empowering Patients With Diabetes and Their Family Members: Assessing the Impact of Free Informative Mobile Messages
Who cites it
87 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Effectiveness of Text Messaging Interventions on BMI Among Adults With Prediabetes: Systematic Review and Meta-Analysis.JMIR mHealth and uHealth · 2026Pooled it
- Digitally Delivered Interventions to Improve Nutrition Behaviors Among Resource-Poor and Ethnic Minority Groups With Type 2 Diabetes: Systematic Review.Journal of medical Internet research · 2024Pooled it
- Effectiveness of Computer-Tailored Health Communication in Increasing Physical Activity in People With or at Risk of Long-Term Conditions: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2023Pooled it
- The Effectiveness of Mobile Phone Messaging-Based Interventions to Promote Physical Activity in Type 2 Diabetes Mellitus: Systematic Review and Meta-analysis.Journal of medical Internet research · 2022Pooled it
- mHealth Interventions for Self-management of Hypertension: Framework and Systematic Review on Engagement, Interactivity, and Tailoring.JMIR mHealth and uHealth · 2022Pooled it
- The effectiveness of digital health technologies for patients with diabetes mellitus: A systematic review.Frontiers in clinical diabetes and healthcare · 2022Pooled it
- Identifying Active Ingredients that Cause Change in Digital Parent Training Programs for Child Behavior Problems: A Qualitative Exploration.Child psychiatry and human development · 2026Trial
- Satisfaction, user experiences, and initial efficacy of a technology-supported self-management intervention (iSMART) to improve post-stroke functioning: a remoted randomized controlled trial.Topics in stroke rehabilitation · 2025Trial
- Mobile App-Based Intervention and Cardiovascular Risk Factors in Patients With Uncontrolled Type 2 Diabetes: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Addressing Susceptibility to Non-Prescription Substances for Weight Loss Among Immigrant Hispanic College Students: A Pilot Study.Journal of immigrant and minority health · 2025Trial
- Using Personalized Anchors to Establish Routine Meditation Practice With a Mobile App: Randomized Controlled Trial.JMIR mHealth and uHealth · 2021Trial
- Efficacy of lifestyle intervention program for Arab women with prediabetes using social media as an alternative platform of delivery.Journal of diabetes investigation · 2021Trial
- Process evaluation of a brief messaging intervention to improve diabetes treatment adherence in sub-Saharan Africa.BMC public health · 2021Trial
- The Use of SMS Text Messaging to Improve the Hospital-to-Community Transition in Patients With Acute Coronary Syndrome (Txt2Prevent): Results From a Pilot Randomized Controlled Trial.JMIR mHealth and uHealth · 2021Trial
- A Novel User Utility Score for Diabetes Management Using Tailored Mobile Coaching: Secondary Analysis of a Randomized Controlled Trial.JMIR mHealth and uHealth · 2021Trial
- Effects of a Tailored Text Messaging Intervention Among Diverse Adults With Type 2 Diabetes: Evidence From the 15-Month REACH Randomized Controlled Trial.Diabetes care · 2021Trial
- Development and Local Contextualization of Mobile Health Messages for Enhancing Disease Management Among Community-Dwelling Stroke Patients in Rural China: Multimethod Study.JMIR mHealth and uHealth · 2019Trial
- Article
- Tailoring in eHealth lifestyle interventions targeting people with cardiometabolic conditions and lower socioeconomic position: A scoping review.PLOS digital health · 2026Article
- Exploring Response Patterns to Motivational Messages Supporting Physical Activity: Latent Class Analysis.JMIR human factors · 2026Article
27 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThis study aimed to identify, assess and summarize available scientific evidence on tailored text messaging interventions focused on type 2 diabetes self-management. The systematic review concentrated on message design and delivery features, and tailoring strategies. The meta-analysis assessed the moderators of the effectiveness of tailored text messaging interventions.
methodsA comprehensive search strategy included major electronic databases, key journal searches and reference list searching for related studies. PRISMA and Cochrane Collaboration's guidelines and recommended tools for data extraction, quality appraisal and data analysis were followed. Data were extracted on participant characteristics (age, gender, ethnicity), and interventional and methodological characteristics (study design, study setting, study length, choice of modality, comparison group, message type, format, content, use of interactivity, message frequency, message timing, message delivery, tailoring strategies and theory use). Outcome measures included diet, physical activity, medication adherence and glycated hemoglobin data (HbA1C). Where possible, a random effects meta-analysis was performed to pool data on the effectiveness of the tailored text messaging interventions and moderator variables.
resultsThe search returned 13 eligible trials for the systematic review and 11 eligible trials for the meta-analysis. The majority of the studies were randomized controlled trials, conducted in high-income settings, used multi-modalities, and mostly delivered informative, educational messages through an automated message delivery system. Tailored text messaging interventions produced a substantial effect (
conclusionsTailored mobile text messaging interventions can improve glycemic control in type 2 diabetes patients. However, more rigorous interventions with larger samples and longer follow-ups are required to confirm these findings and explore the effects of tailored text messaging on other self-management outcomes.
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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.