ReviewGlobal health action2023
Utilization of telehealth services in low- and middle-income countries amid the COVID-19 pandemic: a narrative summary.
Review in Global health action, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 2 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
28 citing papers in PubMed, 2 syntheses or guidelines pooled 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
- Early Intervention for Children With Developmental Disabilities and Their Families via Telehealth: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Factors Influencing Telehealth Service Use and Health Outcomes in Patients Undergoing Continuous Ambulatory Peritoneal Dialysis: Cross-Sectional Study.Journal of medical Internet research · 2023Trial
- Feasibility of Post-Operative Telehealth for Pediatric Surgical Patients in Malawi-A Mixed Methods Analysis.World journal of surgery · 2026Article
- From science fiction to operating room: Representations of surgery and AI in film and their ethical implications.Turkish journal of surgery · 2026Article
- Families' and therapists' experience of a telehealth programme for children and adolescents with cerebral palsy during the COVID-19 pandemic.Developmental medicine and child neurology · 2026Article
- Experiência de famílias e terapeutas com um programa de telessaúde para crianças e adolescentes com paralisia cerebral durante a pandemia de COVID-19.Developmental medicine and child neurology · 2026Article
- It's Time to Define the Global Burden of Velopharyngeal Insufficiency.The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association · 2026Article
- A consensus-based evaluation framework for telehealth in resource-constrained settings: evidence from a community Delphi study in Colombia.Frontiers in digital health · 2026Article
- Telehealth during and beyond the COVID-19 Pandemic: Evidence from licensed dietitians in an emerging economy.PloS one · 2026Article
- Key Factors Associated With Nonuse of Telemedicine in Patients With Hypertension and/or Diabetes: Findings From the 2023 Indonesia Health Survey.International journal of telemedicine and applications · 2026Article
- Telehealth readiness among Saudi nurses: the critical role of innovative self-efficacy.Frontiers in public health · 2026Article
- Provider's attitudes towards telehealth and parenting interventions during COVID-19 pandemic: an exploratory cross-sectional study from Brazil and Mexico.Psicologia, reflexao e critica : revista semestral do Departamento de Psicologia da UFRGS · 2025Article
- Anesthetists' awareness and readiness for telemonitoring in perioperative care: a web-based cross-sectional survey in Northwest Ethiopia.BMC health services research · 2025Article
- Priority setting of teleoncology services, and their barriers, and facilitators from oncologists and patients perspectives: a mixed-methods study.BMC medical informatics and decision making · 2025Article
- Unlabeled topical anesthetic-induced severe methemoglobinemia in a pediatric burn patient.Journal of surgical case reports · 2025Article
- Telemedicine Use During the COVID-19 Pandemic in 8 Countries From the International Sexual Health and Reproductive Health Consortium: Web-Based Cross-Sectional Survey Study.Journal of medical Internet research · 2025Article
- Review
- Barriers to widespread adoption of telehealth from physicians' perspective: A survey in southern Iran.PloS one · 2025Article
- Attitudes, Awareness, and Willingness of Iranians Toward Using Telemedicine in Post-COVID Era: A Cross-Sectional Study.Health science reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDuring the current period of the pandemic, telehealth has been a boon to the healthcare system by providing quality healthcare services at a safe social distance. However, there has been slow progress in telehealth services in low- and middle-income countries with little to no evidence of the cost and effectiveness of such programmes.
objectiveTo provide an overview of the expansion of telehealth in low- and middle-income countries amid the COVID-19 pandemic and identify the challenges, benefits, and costs associated with implementing telehealth services in these countries.
methodsWe performed a literature review using the search term: '*country name* AND ((telemedicine[Title][Abstract]) OR (telehealth[Title][Abstract] OR eHealth[Title][Abstract] OR mHealth[Title][Abstract]))'. Initially, we started with 467 articles, which were reduced to 140 after filtering out duplicates and including only primary research studies. Next, these articles were screened based on established inclusion criteria and 44 articles were finalised to be used in the review.
resultsWe found telehealth-specific software being used as the most common tool to provide such services. Nine articles reported patient satisfaction of greater than 90% with telehealth services. Moreover, the articles identified the ability to make a correct diagnosis to resolve the condition, efficient mobilisation of healthcare resources, increased accessibility for patients, increased service utilisation, and increased satisfaction as benefits of telehealth services, whereas inaccessibility, low technological literacy, and lack of support, poor security standards and technological concerns, loss of interest by the patients, and income impacts on physicians as challenges. The review could not find articles that explored the financial information on telehealth programme implementation.
conclusionAlthough telehealth services are growing in popularity, the research gap on the efficacy of telehealth is high in low- and middle-income countries. To better guide the future development of telehealth services, rigorous economic evaluation of telehealth is needed.
Indexed as
Identifiers
What Socratic 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 Socratic graph.