Evidence map›Paper›PMID 42761057›Full record

ArticleFrontiers in public health2026

Advancing digital health in low-middle-income countries: experiences from Armenia's health system digital transformations.

Tsaghkanush Sargsyan, Anna Artsruni, Sergey Sargsyan, Ruzanna Movsesyan, Arpine Muradyan, Avet Manukyan, Karine Sargsyan

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Tsaghkanush SargsyanDigital Health Department, National Institute of Health Named After Academician S. Avdalbekyan, Ministry of Health of the Republic of Armenia, Yerevan, Armenia.
Anna ArtsruniARMED LLC, Yerevan, Armenia.
Sergey SargsyanArabkir Medical Centre - Institute of Child and Adolescent Health, Yerevan State Medical University, Yerevan, Armenia.
Ruzanna MovsesyanDigital Health Department, National Institute of Health Named After Academician S. Avdalbekyan, Ministry of Health of the Republic of Armenia, Yerevan, Armenia.
Arpine MuradyanDepartment of Physical Rehabilitation, Armenian State Institute of Physical Culture and Sport, Yerevan, Armenia.
Avet ManukyanARMED LLC, Yerevan, Armenia.
Karine SargsyanOffice of Vice Rector for Research, Medical University of Graz, Graz, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital health systems and the implementation of those systems in low- and middle-income countries (LMICs) can measurably enhance and facilitate systematic healthcare efficiency; though, it is often challenged by infrastructural and socioeconomic limitations. Republic of Armenia has recently fast-tracked healthcare digitalization as part of broader health system reforms. Objective: To describe experience and lessons learned from the implementation of the country-level E-health system, including barriers and solutions relevant to LMIC settings. Methods: A review of National policies, established digital health infrastructure, and existing practices; data were also gathered from country health system reports. Results: The full-scale roll-out of the national-level electronic health network, called ARMED, empowered the extension of digital healthcare services-including all reporting systems, e-prescription workflow, registries, screening programs, and telemedicine. Implementation improved continuity of care and access to services, particularly in rural areas. Major challenges included fragmented health information, limited infrastructure, workforce and digital literacy gaps, and persistent rural-urban inequalities. Addressing these barriers required centralized governance, regulatory reforms, workforce training, and context-specific implementation approaches. Conclusion: The experience of Armenia can serve as an evocative guide, with practical steps for LMIC countries to fill gaps and tackle challenges. Experience in digital health governance can help fill gaps and strengthen the ability to use one's own systems to achieve health equity. The experience of Armenia clearly shows the impact of sustained governance, infrastructure development, and inclusive implementation strategies as critical factors for functional digital health implementation and transformation from paper to e-health in LMICs and can act for other countries pursuing equitable and scalable digital health integration as a well-documented case study.

Indexed as

Delivery of Health CareDeveloping CountriesDigital HealthTelemedicineArmeniaHumansResource-Limited Settingshealthcare digital literacyhealth digitalizationhealth technology disparitieslow- and middle-income countriesmHealth interventions

Identifiers

PMID42761057
PMCPMC13585739

What OpenQuestion holds

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Registered trials

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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.