ReviewDigital health
The potential of digital health interventions to address health system challenges in Southeast Asia: A scoping review.
Review in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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
5 citing papers in PubMed.
- Digital Management of Early-Onset Type 2 Diabetes: Empowerment, Challenges, and Future Outlook.Current diabetes reports · 2026Review
- Digital Health Delivery Models for Hypertension Self-Care in Asia: A Systematic Review.Journal of multidisciplinary healthcare · 2026Review
- Diabetes management at the grass-root level without gatekeeping: exploring the association between primary care seeking and health outcomes.BMC primary care · 2025Article
- Moving Beyond Awareness: Advancing Evidence for Social Marketing in Cholangiocarcinoma Prevention.Journal of cancer education : the official journal of the American Association for Cancer Education · 2025Article
- Article
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
Objective: The World Health Organization (WHO) Southeast Asian region, comprising a quarter of the global population, faces significant healthcare challenges influenced by diverse economic and social conditions. The objective of this study is to map the Digital Health Intervention (DHI) functionalities across the nine axes of the healthcare system challenges (HSCs) model; we use WHO's DHIs classification framework and the Health System Challenges model. Our study findings help identify the gaps in the potential of the existing DHIs in addressing health system challenges in low- and middle-income countries. Methods: Using SCOPUS, EMBASE and PUBMED databases, a scoping review was conducted to identify the existing DHIs in the Southeast Asia region and map the DHIs with the HSCs related to availability, information, utilization, quality, accountability, efficiency, equity, cost and acceptability. Results: Out of 278 studies, 337 DHI functionalities were identified. A majority of the identified DHIs address challenges related to information (35.6%), availability (34.7%) and utilization, while less than 10% of the DHIs address challenges related to quality (8.9%), accountability (5%) and efficiency (3.9%) in the health system. Conclusion: Most of the existing DHIs in SEA region address challenges related to availability of services and lack of information, while they fall short in addressing challenges related to quality of services, efficiency, and accountability. Acknowledging the inter-linkages across the health system challenges, this gap identification may well guide future investments and planning in DHIs.
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.