SynthesisJMIR mHealth and uHealth2021
Effectiveness of Disease-Specific mHealth Apps in Patients With Diabetes Mellitus: Scoping Review.
Synthesis in JMIR mHealth and uHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05576545 (Develop and Evaluate the Effectiveness of a Self-Care Smartphone Application on the Self-Efficacy, and Resilience Among Newly Diagnosed Breast Cancer Patients Undergoing Treatment), which is not on this map. Cited by 79 papers, 10 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.
Develop and Evaluate the Effectiveness of a Self-Care Smartphone Application on the Self-Efficacy, and Resilience Among Newly Diagnosed Breast Cancer Patients Undergoing Treatment
Who cites it
79 citing papers in PubMed, 10 syntheses or guidelines pooled it, 166 citations in OpenAlex.
- Clinical Improvements From Telemedicine Interventions for Managing Type 2 Diabetes Compared With Usual Care: Systematic Review, Meta-Analysis, and Meta-Regression.JMIR mHealth and uHealth · 2026Pooled it
- Evaluating Effectiveness of mHealth Apps for Older Adults With Diabetes: Meta-Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2025Pooled it
- Diabetes self-management education and support delivered by mobile health (mHealth) interventions for adults with type 2 diabetes-A systematic review and meta-analysis.Diabetic medicine : a journal of the British Diabetic Association · 2025Pooled it
- Towards mHealth applications for pet animal owners: a comprehensive literature review of requirements.BMC veterinary research · 2025Pooled it
- Digital management of diabetes global research trends: a bibliometric study.Frontiers in medicine · 2025Pooled it
- Digital Interventions for Self-Management of Type 2 Diabetes Mellitus: Systematic Literature Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- The effect of personalized intelligent digital systems for self-care training on type II diabetes: a systematic review and meta-analysis of clinical trials.Acta diabetologica · 2023Pooled it
- Effects of mobile health interventions on health-related outcomes in older adults with type 2 diabetes: A systematic review and meta-analysis.Journal of diabetes · 2023Pooled it
- Pooled it
- The effectiveness of digital health technologies for patients with diabetes mellitus: A systematic review.Frontiers in clinical diabetes and healthcare · 2022Pooled it
- Evaluating the Impact and Practicality of a National Digital Intervention for Type 2 Diabetes Mellitus: Single-Arm Nonrandomized Pilot Trial.JMIR formative research · 2026Trial
- Promoting Problem-Solving Among Low-Income Adults With Type 2 Diabetes: Cluster-Randomized Controlled Trial of a Mobile Health Intervention With SMS Text Messaging (Mobile Diabetes Detective).Journal of medical Internet research · 2026Trial
- Long-Term Mobile-Based Glycemic Intervention for Secondary Prevention in Patients With Diabetes Undergoing Surgical Revascularization: Multicenter Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- Effect of a Personalized Mobile App on Glucose Control in Adults With Prediabetes and Type 2 Diabetes: Exploratory Pilot Randomized Controlled Trial.JMIR human factors · 2026Trial
- Impact of personalized coaching on the use of digital health interventions for movement therapy in rheumatology: a randomized controlled trial.Scientific reports · 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
- The effect of an app-based dietary education on dietary intake and cardiometabolic risk markers in people with type 2 diabetes: results from a randomized controlled trial.Nutrition journal · 2025Trial
- Nonmedical Factors That Influence Diabetes Complications and Multilevel Strategies to Reduce Disparities and Improve Outcomes in the U.S.Diabetes care · 2026Article
- Impact of mHealth-Augmented Social Support on Health Care Use Among Patients With Diabetes: Secondary Analysis of the TExT-MED+FANS Trial.Interactive journal of medical research · 2026Article
- SMARTCLOTH Prototype for Dietary Management in Patients With Diabetes Mellitus: Tutorial on Human-Centered Design Methodology for Health Care Hardware Development.Journal of medical Internet research · 2026Article
19 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
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAccording to the World Health Organization, the worldwide prevalence of diabetes mellitus (DM) is increasing dramatically and DM comprises a large part of the global burden of disease. At the same time, the ongoing digitalization that is occurring in society today offers novel possibilities to deal with this challenge, such as the creation of mobile health (mHealth) apps. However, while a great variety of DM-specific mHealth apps exist, the evidence in terms of their clinical effectiveness is still limited.
objectiveThe objective of this review was to evaluate the clinical effectiveness of mHealth apps in DM management by analyzing health-related outcomes in patients diagnosed with type 1 DM (T1DM), type 2 DM (T2DM), and gestational DM.
methodsA scoping review was performed. A systematic literature search was conducted in MEDLINE (PubMed), Cochrane Library, EMBASE, CINAHL, and Web of Science Core Collection databases for studies published between January 2008 and October 2020. The studies were categorized by outcomes and type of DM. In addition, we carried out a meta-analysis to determine the impact of DM-specific mHealth apps on the management of glycated hemoglobin (HbA
resultsIn total, 27 studies comprising 2887 patients were included. We analyzed 19 randomized controlled trials, 1 randomized crossover trial, 1 exploratory study, 1 observational study, and 5 pre-post design studies. Overall, there was a clear improvement in HbA
conclusionsDM-specific mHealth apps improved the glycemic control by significantly reducing HbA
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.