SynthesisJournal of cardiovascular translational research2014
Use of mHealth systems and tools for non-communicable diseases in low- and middle-income countries: a systematic review.
Synthesis in Journal of cardiovascular translational research, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 80 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
80 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- A conceptual framework and umbrella review of digital health technology interventions and health equity.BMC health services research · 2025Pooled it
- Use of Technology to Support Health Care Providers Delivering Care in Low- and Lower-Middle-Income Countries: Systematic Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Impact of mobile health and telehealth technology on medication adherence of stroke patients: a systematic review and meta-analysis of randomized controlled trials.International journal of clinical pharmacy · 2022Pooled it
- Patient-Centered eHealth Interventions for Children, Adolescents, and Adults With Sickle Cell Disease: Systematic Review.Journal of medical Internet research · 2018Pooled it
- The effectiveness of e-& mHealth interventions to promote physical activity and healthy diets in developing countries: A systematic review.The international journal of behavioral nutrition and physical activity · 2016Pooled it
- The role of mHealth for improving medication adherence in patients with cardiovascular disease: a systematic review.European heart journal. Quality of care & clinical outcomes · 2016Pooled it
- Trial
- Evaluation of an mHealth-enabled hierarchical diabetes management intervention in primary care in China (ROADMAP): A cluster randomized trial.PLoS medicine · 2021Trial
- Effectiveness of a primary care-based integrated mobile health intervention for stroke management in rural China (SINEMA): A cluster-randomized controlled trial.PLoS medicine · 2021Trial
- Trial
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- Text Messaging for Exercise Promotion in Older Adults From an Upper-Middle-Income Country: Randomized Controlled Trial.Journal of medical Internet research · 2016Trial
- Trial
- Community Health Worker Feedback on an mHealth Intervention for Hypertension in Rural Guatemala: Mixed Methods Formative Study.JMIR formative research · 2026Article
- "medRxiv : the preprint server for health sciences · 2026Article
- Impact of technological acceptance on application-based engagement among type 2 diabetes patients: local insights and implications for developing countries.Journal of pharmaceutical policy and practice · 2026Article
- Digital engagement and physical activity patterns across Chinese populations: a secondary analysis of national survey data.Frontiers in public health · 2026Article
- Developing the i-MoMCARE application in Cambodia: an iterative co-design approach using rapid prototyping.BMJ digital health & AI · 2026Article
- Digital health tools for hypertension self-management: evaluating user experience and effectiveness in referral hospital in Imo state.BMC public health · 2025Article
20 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
With the rapid adoption of mobile devices, mobile health (mHealth) offers the potential to transform health care delivery, especially in the world's poorest regions. We systematically reviewed the literature to determine the impact of mHealth interventions on health care quality for non-communicable diseases in low- and middle-income countries and to identify knowledge gaps in this rapidly evolving field. Overall, we found few high-quality studies. Most studies narrowly focused on text messaging systems for patient behavior change, and few studies examined the health systems strengthening aspects of mHealth. There were limited literature reporting clinical effectiveness, costs, and patient acceptability, and none reporting equity and safety issues. Despite the bold promise of mHealth to improve health care, much remains unknown about whether and how this will be fulfilled. Encouragingly, we identified some registered clinical trial protocols of large-scale, multidimensional mHealth interventions, suggesting that the current limited evidence base will expand in coming years.
Indexed as
Identifiers
25209729What 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.