journal article Mar 06, 2025

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

Abstract
Background
Although 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.


Objective
To 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.


Methods
Systematic 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.


Results
Twelve 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.


Conclusions
In 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.
Topics

No keywords indexed for this article. Browse by subject →

References
59
[1]
World Health Organization (WHO)Tracking universal health coverage: 2023 global monitoring reportWHO202309182024-02-10Geneva, SwitzerlandWHOhttps://www.who.int/publications/i/item/9789240080379
[10]
Ronquillo, Y Digital Health. StatPearls (2025)
[13]
The Impact of Wearable Technologies in Health Research: Scoping Review

Sophie Huhn, Miriam Axt, Hanns-Christian Gunga et al.

JMIR mHealth and uHealth 10.2196/34384
[23]
Machine Learning: Algorithms, Real-World Applications and Research Directions

Iqbal H. Sarker

SN Computer Science 10.1007/s42979-021-00592-x
[27]
Barriers and facilitators of the uptake of digital health technology in cardiovascular care: a systematic scoping review

Sera Whitelaw, Danielle M Pellegrini, Mamas A Mamas et al.

European Heart Journal - Digital Health 10.1093/ehjdh/ztab005
[29]
Scoping studies: towards a methodological framework

Hilary Arksey, Lisa O'Malley

International Journal of Social Research Methodolo... 10.1080/1364557032000119616
[31]
PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation

Andrea C. Tricco, Erin Lillie, Wasifa Zarin et al.

Annals of Internal Medicine 10.7326/m18-0850
[32]
JbiJBI Manual for Evidence SynthesisJBI Global Wiki20242024-08-04https://jbi-global-wiki.refined.site/space/MANUAL
[33]
A Practical, Robust Implementation and Sustainability Model (PRISM) for Integrating Research Findings into Practice

Adrianne C. Feldstein, Russell E. Glasgow

The Joint Commission Journal on Quality and Patien... 10.1016/s1553-7250(08)34030-6
[35]
PRISMA Flow DiagramPRISMA Statement20202024-08-04https://www.prisma-statement.org/prisma-2020-flow-diagram
[48]
Barriers and facilitators to utilizing digital health technologies by healthcare professionals

Israel Júnior Borges do Nascimento, Hebatullah Abdulazeem, Lenny Thinagaran Vasanthan et al.

npj Digital Medicine 10.1038/s41746-023-00899-4
[50]
Current challenges and potential solutions to the use of digital health technologies in evidence generation: a narrative review

Hassan Mumtaz, Muhammad Hamza Riaz, Hanan Wajid et al.

Frontiers in Digital Health 10.3389/fdgth.2023.1203945

Showing 50 of 59 references

Metrics
30
Citations
59
References
Details
Published
Mar 06, 2025
Vol/Issue
27
Pages
e63482
Cite This Article
Sheng Qian Yew, Daksha Trivedi, Nurul Iman Hafizah Adanan, et al. (2025). 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. Journal of Medical Internet Research, 27, e63482. https://doi.org/10.2196/63482