Evidence map›Paper›PMID 41716645›Full record

ArticleFrontiers in digital health2025

Development and implementation of an interoperable local health information exchange platform for the attainment of universal health coverage in the Philippines.

Philip Christian Zuniga, Jan Jacob Carpio, Queen Anne Tayam, Patria Luwalhati Garcia, Andrew Lacsina, Jaztine Calderon, Jose Francisco Santiago, Dennis Batangan

Abstract read
In one paragraph

Article in Frontiers in digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Philip Christian ZunigaComputer Security Group, Department of Computer Science, University of the Philippines Diliman, Quezon City, Philippines.
Jan Jacob CarpioInstitute of Philippine Culture, Dr Rosita G Leong School of Social Sciences, Ateneo de Manila University, Quezon City, Philippines.
Queen Anne TayamInstitute of Philippine Culture, Dr Rosita G Leong School of Social Sciences, Ateneo de Manila University, Quezon City, Philippines.
Patria Luwalhati GarciaInstitute of Philippine Culture, Dr Rosita G Leong School of Social Sciences, Ateneo de Manila University, Quezon City, Philippines.
Andrew LacsinaInstitute of Philippine Culture, Dr Rosita G Leong School of Social Sciences, Ateneo de Manila University, Quezon City, Philippines.
Jaztine CalderonInstitute of Philippine Culture, Dr Rosita G Leong School of Social Sciences, Ateneo de Manila University, Quezon City, Philippines.
Jose Francisco SantiagoInstitute of Philippine Culture, Dr Rosita G Leong School of Social Sciences, Ateneo de Manila University, Quezon City, Philippines.
Dennis BatanganInstitute of Philippine Culture, Dr Rosita G Leong School of Social Sciences, Ateneo de Manila University, Quezon City, Philippines.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The implementation of Universal Health Coverage (UHC) in the Philippines requires the formation of Local Government Unit (LGU)-centric Health Care Provider Networks (HCPNs). A cornerstone of this reform is the development of secure, scalable, and interoperable digital health ecosystems. However, significant challenges persist, including fragmented and non-standardized health information systems, siloed data repositories, and limited interoperability among Electronic Medical Records (EMRs) and Hospital Information Systems (HIS) particularly at the LGU level. This paper presents the design and deployment of the Smarter and Integrated Local Health Information System (SMILHIS), a Local Health Information Exchange (LHIE) platform developed to address these fragmentation issues. Objective: This work aims to support LGUs in deploying an LHIE platform that improves health data exchange, enhances continuity of care, and strengthens local health systems. Specifically, the objectives are to: 1. Deploy a modular, open-source LHIE platform that enables real-time health data interoperability across primary, secondary, and tertiary facilities within LGUs; and, 2. Implement an HL7 FHIR-based integration model aligned with the OpenHIE architecture and national interoperability specifications. Findings and Conclusion: The implementation of SMILHIS in three pilot LGUs-Municipality of Pulilan in Bulacan, Cagayan de Oro City, and Pangasinan Province demonstrated both the technical feasibility and operational value of deploying an interoperable LHIE platform. Each pilot considered different use cases: in Pulilan, the integration of health data with regulatory and treasury systems required reconciling heterogeneous data structures; in Cagayan de Oro, the absence of authoritative registries within the HCPN created barriers to unified patient tracking; while in Pangasinan, the scale and geographic dispersion of the health network complicated real-time health service visibility. Despite these challenges, the SMILHIS platform integrated patient, provider, and facility registries, facilitated secure data exchange across multiple systems, and provided real-time referral and facility capacity dashboards. The key outcome of the study was the demonstrated ability of LGUs to implement an interoperable, standards-based LHIE that significantly reduced data duplication, improved referral coordination, and strengthened health system responsiveness. In addition to enhanced technological capability, the study also showed notable improvements in LGU digital health governance. Moreover, it contributed to strengthening human resource capacity through hands-on implementation experience and multi-sector collaboration, while promoting greater alignment with national government digital health standards. These institutional and technical gains highlight SMILHIS as both a practical solution and a capacity-building mechanism for sustainable digital transformation at the local level.

Indexed as

architectureauthoritative registrydigital healthinteroperabilitystandardsuniversal health care

Identifiers

PMID41716645
PMCPMC12915754

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.