SynthesisTelemedicine journal and e-health : the official journal of the American Telemedicine Association2018
Theories Applied to m-Health Interventions for Behavior Change in Low- and Middle-Income Countries: A Systematic Review.
Synthesis in Telemedicine journal and e-health : the official journal of the American Telemedicine Association, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 65 papers, 7 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
65 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Effectiveness of mHealth-Based Nutritional Interventions on Iron Status of Pregnant Women: Systematic Review of Randomized Controlled Trials.JMIR mHealth and uHealth · 2026Pooled it
- Investigating the approach of using behavior change techniques in the field of mobile applications: a systematic review.BMC health services research · 2025Pooled it
- Technology-Based HIV Prevention Interventions for Men Who Have Sex With Men: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- The Use of Noncommercial Parent-Focused mHealth Interventions for Behavioral Problems in Youth: Systematic Review.JMIR mHealth and uHealth · 2024Pooled it
- mHealth Interventions to Address Physical Activity and Sedentary Behavior in Cancer Survivors: A Systematic Review.International journal of environmental research and public health · 2021Pooled it
- Effectiveness of mHealth Interventions for Improving Contraceptive Use in Low- and Middle-Income Countries: A Systematic Review.Global health, science and practice · 2020Pooled it
- Patient-Centered eHealth Interventions for Children, Adolescents, and Adults With Sickle Cell Disease: Systematic Review.Journal of medical Internet research · 2018Pooled it
- Community-Based Intelligent Blood Glucose Management for Older Adults With Type 2 Diabetes Based on the Health Belief Model: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Trial
- Efficacy of a Mobile Phone-Based Intervention on Health Behaviors and HIV/AIDS Treatment Management: Randomized Controlled Trial.Journal of medical Internet research · 2023Trial
- Enhancing the potential effects of text messages delivered via an m-health intervention to improve packing of healthy school lunchboxes.Public health nutrition · 2021Trial
- Trial
- 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
- Systematic and Collaborative Approach to Learning and Educational Content Development (SCALED) for Health Apps: An Experience-Informed Conceptual Framework.JMIR mHealth and uHealth · 2026Article
- m-Health-based exercise program among children and adolescents with chronic kidney disease: a feasibility study.Pediatric nephrology (Berlin, Germany) · 2026Article
- Article
- Mobile Interventions for Reducing Sedentary Behavior and Promoting Physical Activity Among Office Workers: Bibliometric Study.Health education & behavior : the official publication of the Society for Public Health Education · 2026Review
- Self-Determination Theory as a Framework for Research and Design of Digital Applications for Nurses' Well-Being.Journal of advanced nursing · 2026Review
- Mobile health for chronic obstructive pulmonary disease: a bibliometric analysis based on integrated databases (2000-2025).Frontiers in medicine · 2026Review
- Effectiveness of social network site-based interventions promoting condom use among youth: A systematic review based on the intervention mapping taxonomy.Preventive medicine reports · 2025Review
5 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
backgroundRecently there has been dramatic increase in the use of mobile technologies for health (m-Health) in both high and low- and middle-income countries (LMICs). However, little is known whether m-Health interventions in LMICs are based on relevant theories critical for effective implementation of such interventions. This review aimed to systematically identify m-Health studies on health behavioral changes in LMICs and to examine how each study applied behavior change theories. MATERIALS AND
methodsA systematic review was conducted using the standard method from the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline. By searching electronic databases (MEDLINE, EMBASE, and Cochrane Central Register of Controlled Trials [CENTRAL]), we identified eligible studies published in English from inception to June 30, 2017. For the identified m-Health studies in LMICs, we examined their theoretical bases, use of behavior change techniques (BCTs), and modes of delivery.
resultsA total of 14 m-Health studies on behavioral changes were identified and, among them, only 5 studies adopted behavior change theory. The most frequently cited theory was the health belief model, which was adopted in three studies. Likewise, studies have applied only a limited number of BCTs. Among the seven BCTs identified, the most frequently used one was the social support (practical) technique for medication reminder and medical appointment. m-Health studies in LMICs most commonly used short messaging services and phone calls as modes of delivery for behavior change interventions.
conclusionsm-Health studies in LMICs are suboptimally based on behavior change theory yet. To maximize effectiveness of m-Health, rigorous delivery methods as well as theory-based intervention designs will be needed.
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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.