ReviewJMIR mHealth and uHealth2013
Bridging the Human Resource Gap in Primary Health Care Delivery Systems of Developing Countries With mHealth: Narrative Literature Review.
Review in JMIR mHealth and uHealth, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 3 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
23 citing papers in PubMed, 3 syntheses or guidelines pooled it, 62 citations in OpenAlex.
- 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
- Patients' Perceptions of mHealth Apps: Meta-Ethnographic Review of Qualitative Studies.JMIR mHealth and uHealth · 2019Pooled it
- Use of mHealth systems and tools for non-communicable diseases in low- and middle-income countries: a systematic review.Journal of cardiovascular translational research · 2014Pooled it
- Evaluation of community health worker's performance at home-based newborn assessment supported by mHealth in rural Bangladesh.BMC pediatrics · 2022Trial
- Barriers and facilitators for the use of telehealth by healthcare providers in India-A systematic review.PLOS digital health · 2024Article
- Acceptability and operational feasibility of community health worker-led home phototherapy treatment for neonatal hyperbilirubinemia in rural Bangladesh.BMC pediatrics · 2024Article
- Article
- The Health Impact of mHealth Interventions in India: Systematic Review and Meta-Analysis.Online journal of public health informatics · 2023Review
- The impact of digital communication and data exchange on primary health service delivery in a small island developing state setting.PLOS digital health · 2022Article
- Reaching Patients With Noncommunicable Diseases in Rural Tanzania Using Mobile Devices and Community Trust: Qualitative Study.JMIR mHealth and uHealth · 2022Article
- Article
- The Utility of SMS to Report Male Partner HIV Self-testing Outcomes Among Women Seeking Reproductive Health Services in Kenya: Cohort Study.JMIR mHealth and uHealth · 2020Article
- Sustainability of 'mHealth' interventions in sub- Saharan Africa: a stakeholder analysis of an electronic community case management project in Malawi.Malawi medical journal : the journal of Medical Association of Malawi · 2019Article
- Using mHealth to Deliver a Home-Based Testing and Counseling Program to Improve Linkage to Care and ART Adherence in Rural South Africa.Prevention science : the official journal of the Society for Prevention Research · 2019Article
- Primary healthcare system performance in low-income and middle-income countries: a scoping review of the evidence from 2010 to 2017.BMJ global health · 2019Article
- Multistakeholder Perspectives on Maternal Text Messaging Intervention in Uganda: Qualitative Study.JMIR mHealth and uHealth · 2018Article
- A Participatory System for Preventing Pandemics of Animal Origins: Pilot Study of the Participatory One Health Disease Detection (PODD) System.JMIR public health and surveillance · 2018Article
- mHealth Interventions for Health System Strengthening in China: A Systematic Review.JMIR mHealth and uHealth · 2017Article
- Article
- What's Past is Prologue: A Scoping Review of Recent Public Health and Global Health Informatics Literature.Online journal of public health informatics · 2015Article
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 at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMobile health (mHealth) has the potential to solve human resource issues in the health care sector. mHealth is of particular interest in developing countries, where widespread mobile networks and access to devices are connecting people like never before.
objectiveThe aim of this paper was to review published and unpublished literature, field projects, and pilot studies on mHealth usage in overcoming shortage of human health resources in developing countries.
methodsA narrative literature review was undertaken using an iterative approach in extracting literature focused on mHealth and human health resources of low-income countries, especially India. The present review has undertaken comprehensive coverage of the work on related field projects that have been either published, accepted for publication, or pilot tested.
resultsThis review presented the use of mHealth across various dimensions of primary health care, including data collection, disease surveillance, health education, supervision, monitoring, and feedback. Field studies of fast, error-free data collection and transmission using mHealth were also documented. New apps for supervision, monitoring, and utilization of innovative health education tools were documented in the current review. Practical limitations of mHealth and challenges set forth in developing countries included issues of data security, cost constraints, health provider privacy, and technical barriers.
conclusionsIn the present review, we have documented a few mHealth projects that contribute to the proficient use of human resources. These projects pave the path for the efficient utilization of mHealth, offering solutions to emerging human resource challenges and simultaneously revamping the health care delivery in resource-limited settings.
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.