ArticleJournal of medical Internet research2025
Facilitators and Barriers to the Implementation of Digital Health Technologies in Hospital Settings in Lower- and Middle-Income Countries Since the Onset of the COVID-19 Pandemic: Scoping Review.
Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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
21 citing papers in PubMed.
- Global perspectives on telemedicine-enabled medications for opioid use disorder: Practices, priorities, and barriers.Journal of telemedicine and telecare · 2026Article
- Digital education for cardiac care readiness among coronary heart disease patients in low- and middle-income countries: a scoping review.Global cardiology science & practice · 2026Review
- Article
- Women's Cardiovascular Disease and Stroke Risk Stratification Using a Precision and Personalized Framework Embedded with an Explainable Artificial Intelligence Paradigm: A Narrative Review.Diagnostics (Basel, Switzerland) · 2026Review
- Digital Health Technology Use Among Rehabilitation Professionals in China: Multi-Province Cross-Sectional Survey.Journal of medical Internet research · 2026Article
- Utilization and familiarity of orthodontic mobile applications among orthodontists and trainees: a cross‑sectional survey with implications for Low‑ and Middle‑Income Countries (LMICs).BMC oral health · 2026Article
- Transitioning to a digital TB case-based surveillance system: a mixed-methods study of the DHIS2 TB e-Tracker system.IJTLD open · 2026Article
- Exploring the Influence of Digitalization on Multidisciplinary Poststroke Rehabilitation Practice: Qualitative Study.JMIR rehabilitation and assistive technologies · 2026Article
- Mobile health for chronic obstructive pulmonary disease: a bibliometric analysis based on integrated databases (2000-2025).Frontiers in medicine · 2026Review
- Assessing organisational and technological readiness for artificial intelligence implementation in the Ghana health service: a systematic review protocol.Frontiers in digital health · 2026Article
- Determinants of digital health literacy among health professionals: Evidence from public and private hospitals in Eastern Ethiopia.PloS one · 2026Article
- Evaluating the knowledge and usage of digital health tools in rural Oyo State, Nigeria: a cross-sectional study of healthcare professionals and residents.BMC public health · 2025Article
- Telemedicine in Afghanistan: Implementation, Outcomes, and Future Directions in a Resource-Constrained Setting.Cureus · 2025Review
- Advancing cardio-obstetric care through digital health technologies: A narrative review.ESC heart failure · 2025Review
- Evaluating the Needs and Characteristics of Individuals of Low Socioeconomic Status Using Digital Health Technology to Address Health-Related Social Needs: Mixed Methods Study With Patients and Care Providers.JMIR human factors · 2025Article
- Article
- Acceptability and use determinants of digital health technologies for HIV services: a qualitative study of emergency care patients in Nairobi, Kenya.Frontiers in digital health · 2025Article
- Increasing the inclusivity of digital health co-production: an integrative review.Frontiers in digital health · 2025Review
- Article
- [Digital health and its impacts on the access of minority groups to primary care: a systematic reviewLa salud digital y su impacto en el acceso a la atención primaria de salud en grupos minoritarios: revisión sistemática].Revista panamericana de salud publica = Pan American journal of public health · 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough the implementation process of digital health technologies (DHTs) has been extensively documented in high-income countries, the factors that facilitate and prevent their implementation in lower- and middle-income countries (LMICs) may differ for various reasons.
objectiveTo address this gap in research, this scoping review aims to determine the facilitators and barriers to implementing DHTs in LMIC hospital settings following the onset of the COVID-19 pandemic. Additionally, the review outlined the types of DHTs that have been implemented in LMICs' hospitals during this pandemic and finally developed a classification framework to categorize the landscape of DHTs.
methodsSystematic searches were conducted on PubMed, Scopus, Web of Science, and Google Scholar for studies published from March 2020 to December 2023. We extracted data on authors, publication years, study objectives, study countries, disease conditions, types of DHTs, fields of clinical medicine where the DHTs are applied, study designs, sample sizes, characteristics of the study population, study location, and data collection methods of the included studies. Both quantitative and qualitative data were utilized to conduct a thematic analysis, using a deductive method based on the Practical, Robust Implementation and Sustainability Model (PRISM), to identify facilitators and barriers to DHT implementation. Finally, all accessible DHTs were identified and organized to create a novel classification framework.
resultsTwelve studies were included from 292 retrieved articles. Telemedicine (n=5) was the most commonly used DHT in LMICs' hospitals, followed by hospital information systems (n=4), electronic medical records (n=2), and mobile health (n=1). These 4 DHTs, among the other existing DHTs, allowed us to develop a novel classification framework for DHTs. The included studies used qualitative methods (n=4), which included interviews and focus groups, quantitative methods (n=5), or a combination of both (n=2). Among the 64 facilitators of DHT implementation, the availability of continuous on-the-job training (n=3), the ability of DHTs to prevent cross-infection (n=2), and positive previous experiences using DHTs (n=2) were the top 3 reported facilitators. However, of the 44 barriers to DHT implementation, patients with poor digital literacy and skills in DHTs (n=3), inadequate awareness regarding DHTs among health care professionals and stakeholders (n=2), and concerns regarding the accuracy of disease diagnosis and treatment through DHTs (n=2) were commonly reported.
conclusionsIn the postpandemic era, telemedicine, along with other DHTs, has seen increased implementation in hospitals within LMICs. All facilitators and barriers can be categorized into 6 themes, namely, (1) Aspects of the Health Care System; (2) Perspectives of Patients; (3) External Environment; (4) Implementation of Sustainable Infrastructure; (5) Characteristics of Health Care Organization; and (6) Characteristics of Patients.
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.