SynthesisPLoS medicine2013
The effectiveness of mobile-health technologies to improve health care service delivery processes: a systematic review and meta-analysis.
Synthesis in PLoS medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 7 registered trials, which are not on this map. Cited by 499 papers, 22 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.
CPR Education for Families of Cardiac Patients Before Hospital Discharge
Integrating Mobile Phone-Based Intervention With Test and Treat Strategy to Improve Clinic Attendance for Antiretroviral Pills Pick Up Among HIV Positive Individuals in Nepal: A Randomized Controlled Trial
A Community-based Addiction Rehabilitation Electronic System to Improve Recovery Outcomes in Patients With Drug Use Disorder: Protocol for a Randomized Controlled Trial
The Usability Testing of the IeHS (Integrated E-healthcare Services) Web-based Application in the Therapy Management of HIV and Tuberculosis in Indonesia: a Concurrent Nested Study Design
Software Application for Low-Sodium Diet Trial (SALT): A Pilot Study
Step-2-It: A Pilot Study to Assess Feasibility of Using SMS Based Mobile Technology to Increase Physical Activity in Adult Rural Women at Risk for Cardiovascular Disease
Testing of the JomPrEP App for HIV Prevention Among Malaysian MSM
Who cites it
499 citing papers in PubMed, 22 syntheses or guidelines pooled it.
- Interventions to Improve Treatment Adherence in Psoriasis: A Systematic Review.The Australasian journal of dermatology · 2026Pooled it
- Mobile Apps to Improve Health Parameters in Healthy Adults: Systematic Review.JMIR mHealth and uHealth · 2026Pooled it
- Meta-analysis of the effects of Internet-based health education methods on post-treatment recovery and quality of life in patients with colorectal cancer.Scientific reports · 2025Pooled it
- Conversational agent-based interventions for lifestyle behavior modification in older adults: a systematic review.Systematic reviews · 2025Pooled it
- Empowering Health Through Digital Lifelong Prevention: An Umbrella Review of Apps and Wearables for Nutritional Management.Nutrients · 2025Pooled it
- Investigating the approach of using behavior change techniques in the field of mobile applications: a systematic review.BMC health services research · 2025Pooled it
- Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies.JMIR mHealth and uHealth · 2025Pooled it
- Effectiveness of mHealth interventions targeting physical activity, sedentary behaviour, sleep or nutrition on emotional, behavioural and eating disorders in adolescents: a systematic review and meta-analysis.Frontiers in digital health · 2025Pooled it
- The impact of mobile health applications on the outcomes of patients with chronic kidney disease: a systematic review and meta-analysis.Journal of medicine and life · 2023Pooled it
- Smartphone Apps for Patients With Hematologic Malignancies: Systematic Review and Evaluation of Content.JMIR mHealth and uHealth · 2022Pooled it
- Perspectives of health care professionals' on delivering mHealth sexual and reproductive health services in rural settings in low-and-middle-income countries: a qualitative systematic review.BMC health services research · 2022Pooled it
- Influencing medication taking behaviors using automated two-way digital communication: A narrative synthesis systematic review informed by the Behavior Change Wheel.British journal of health psychology · 2022Pooled it
- Mobile-Health based physical activities co-production policies towards cardiovascular diseases prevention: findings from a mixed-method systematic review.BMC health services research · 2022Pooled 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
- Use of Mobile Apps for Self-care in People With Parkinson Disease: Systematic Review.JMIR mHealth and uHealth · 2022Pooled it
- Pooled it
- Efficacy of Mobile Health in Patients With Low Back Pain: Systematic Review and Meta-analysis of Randomized Controlled Trials.JMIR mHealth and uHealth · 2021Pooled it
- eHealth Delivery of Educational Content Using Selected Visual Methods to Improve Health Literacy on Lifestyle-Related Diseases: Literature Review.JMIR mHealth and uHealth · 2020Pooled it
- Digital telemedicine interventions for patients with multimorbidity: a systematic review and meta-analysis.BMJ open · 2020Pooled it
- Mobile technologies to support healthcare provider to healthcare provider communication and management of care.The Cochrane database of systematic reviews · 2020Pooled it
439 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
8 authors.
Funding
Abstract
backgroundMobile health interventions could have beneficial effects on health care delivery processes. We aimed to conduct a systematic review of controlled trials of mobile technology interventions to improve health care delivery processes. METHODS AND
findingsWe searched for all controlled trials of mobile technology based health interventions using MEDLINE, EMBASE, PsycINFO, Global Health, Web of Science, Cochrane Library, UK NHS HTA (Jan 1990-Sept 2010). Two authors independently extracted data on allocation concealment, allocation sequence, blinding, completeness of follow-up, and measures of effect. We calculated effect estimates and we used random effects meta-analysis to give pooled estimates. We identified 42 trials. None of the trials had low risk of bias. Seven trials of health care provider support reported 25 outcomes regarding appropriate disease management, of which 11 showed statistically significant benefits. One trial reported a statistically significant improvement in nurse/surgeon communication using mobile phones. Two trials reported statistically significant reductions in correct diagnoses using mobile technology photos compared to gold standard. The pooled effect on appointment attendance using text message (short message service or SMS) reminders versus no reminder was increased, with a relative risk (RR) of 1.06 (95% CI 1.05-1.07, I(2) = 6%). The pooled effects on the number of cancelled appointments was not significantly increased RR 1.08 (95% CI 0.89-1.30). There was no difference in attendance using SMS reminders versus other reminders (RR 0.98, 95% CI 0.94-1.02, respectively). To address the limitation of the older search, we also reviewed more recent literature.
conclusionsThe results for health care provider support interventions on diagnosis and management outcomes are generally consistent with modest benefits. Trials using mobile technology-based photos reported reductions in correct diagnoses when compared to the gold standard. SMS appointment reminders have modest benefits and may be appropriate for implementation. High quality trials measuring clinical outcomes are needed. Please see later in the article for the Editors' Summary.
Indexed as
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.