SynthesisPloS one2013
Community health workers and mobile technology: a systematic review of the literature.
Synthesis in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03376607 (Community- and mHealth-Based Integrated Management of Diabetes in Primary Healthcare in Rwanda), which is not on this map. Cited by 240 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.
Community- and mHealth-Based Integrated Management of Diabetes in Primary Healthcare in Rwanda: The D²Rwanda Study
Who cites it
240 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Effectiveness of mobile technology and utilization of maternal and neonatal healthcare in low and middle-income countries (LMICs): a systematic review.BMC women's health · 2023Pooled it
- The global effect of digital health technologies on health workers' competencies and health workplace: an umbrella review of systematic reviews and lexical-based and sentence-based meta-analysis.The Lancet. Digital health · 2023Pooled it
- Use of technology to prevent, detect, manage and control hypertension in sub-Saharan Africa: a systematic review.BMJ open · 2022Pooled it
- Data Quality and Cost-effectiveness Analyses of Electronic and Paper-Based Interviewer-Administered Public Health Surveys: Systematic Review.Journal of medical Internet research · 2021Pooled it
- Community health worker-based mobile health (mHealth) approaches for improving management and caregiver knowledge of common childhood infections: A systematic review.Journal of global health · 2020Pooled it
- Health workers' perceptions and experiences of using mHealth technologies to deliver primary healthcare services: a qualitative evidence synthesis.The Cochrane database of systematic reviews · 2020Pooled it
- Patients' Perceptions of mHealth Apps: Meta-Ethnographic Review of Qualitative Studies.JMIR mHealth and uHealth · 2019Pooled it
- Unlocking the Value of Literature in Health Co-Design: Transforming Patient Experience Publications into a Creative and Accessible Card Tool.The patient · 2018Pooled it
- What do we know about community-based health worker programs? A systematic review of existing reviews on community health workers.Human resources for health · 2018Pooled it
- Health Worker mHealth Utilization: A Systematic Review.Computers, informatics, nursing : CIN · 2016Pooled it
- Cost-Effectiveness of a Blended Learning Training Approach for Health Care Workers Conducting HIV Index Case Testing in Malawi: Secondary Economic Analysis of a Cluster-Randomized Controlled Trial.JMIR medical education · 2026Trial
- Relationship of perinatal outcomes to the competence and quantity of contact with community health workers.Journal of global health · 2025Trial
- Integrating early child development into an existing health and nutrition program: evidence from a cluster-randomized controlled trial.BMC public health · 2024Trial
- Use of mobile data collection systems within large-scale epidemiological field trials: findings and lessons-learned from a vector control trial in Iquitos, Peru.BMC public health · 2022Trial
- Improving health care facility birth rates in Rorya District, Tanzania: a multiple baseline trial.BMC pregnancy and childbirth · 2022Trial
- Implementing mHealth Interventions in a Resource-Constrained Setting: Case Study From Uganda.JMIR mHealth and uHealth · 2020Trial
- Impact of mobile health-enhanced supportive supervision and supply chain management on appropriate integrated community case management of malaria, diarrhoea, and pneumonia in children 2-59 months: A cluster randomised trial in Eastern Province, Zambia.Journal of global health · 2020Trial
- mHealth intervention "ImTeCHO" to improve delivery of maternal, neonatal, and child care services-A cluster-randomized trial in tribal areas of Gujarat, India.PLoS medicine · 2019Trial
- Clinical evaluation of the use of an mhealth intervention on quality of care provided by Community Health Workers in southwest Niger.Journal of global health · 2019Trial
- Trial
180 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
Abstract
introductionIn low-resource settings, community health workers are frontline providers who shoulder the health service delivery burden. Increasingly, mobile technologies are developed, tested, and deployed with community health workers to facilitate tasks and improve outcomes. We reviewed the evidence for the use of mobile technology by community health workers to identify opportunities and challenges for strengthening health systems in resource-constrained settings.
methodsWe conducted a systematic review of peer-reviewed literature from health, medical, social science, and engineering databases, using PRISMA guidelines. We identified a total of 25 unique full-text research articles on community health workers and their use of mobile technology for the delivery of health services.
resultsCommunity health workers have used mobile tools to advance a broad range of health aims throughout the globe, particularly maternal and child health, HIV/AIDS, and sexual and reproductive health. Most commonly, community health workers use mobile technology to collect field-based health data, receive alerts and reminders, facilitate health education sessions, and conduct person-to-person communication. Programmatic efforts to strengthen health service delivery focus on improving adherence to standards and guidelines, community education and training, and programmatic leadership and management practices. Those studies that evaluated program outcomes provided some evidence that mobile tools help community health workers to improve the quality of care provided, efficiency of services, and capacity for program monitoring. DISCUSSION: Evidence suggests mobile technology presents promising opportunities to improve the range and quality of services provided by community health workers. Small-scale efforts, pilot projects, and preliminary descriptive studies are increasing, and there is a trend toward using feasible and acceptable interventions that lead to positive program outcomes through operational improvements and rigorous study designs. Programmatic and scientific gaps will need to be addressed by global leaders as they advance the use and assessment of mobile technology tools for community health workers.
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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.