Evidence map›Paper›PMID 42077986›Full record

ArticleFrontiers in public health2026

Implementing value-based care for outpatient conditions in an Asian public healthcare system: framework and case studies from Singapore General Hospital.

De Zhi Chin, Wan Jin Sia, Yang Lv, Elisabeth Angelina, Tessa Xuan Rui Teo, Hao Yi Tan, Danny Jon Nian Wong, Aaron Kian Ti Tong, Elizabeth Sein Jieh Tan, Hairil Rizal Abdullah

Abstract read
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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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

10 authors.

De Zhi ChinOffice of Value Based Healthcare, Singapore General Hospital, Singapore, Singapore.
Wan Jin SiaOffice of Value Based Healthcare, Singapore General Hospital, Singapore, Singapore.
Yang LvOffice of Value Based Healthcare, Singapore General Hospital, Singapore, Singapore.
Elisabeth AngelinaOffice of Value Based Healthcare, Singapore General Hospital, Singapore, Singapore.
Tessa Xuan Rui TeoOffice of Value Based Healthcare, Singapore General Hospital, Singapore, Singapore.
Hao Yi TanOffice of Value Based Healthcare, Singapore General Hospital, Singapore, Singapore.
Danny Jon Nian WongDepartment of Anaesthesiology, Singapore General Hospital, Singapore, Singapore.
Aaron Kian Ti TongDepartment of Nuclear Medicine and Molecular Imaging, Singapore General Hospital, Singapore, Singapore.
Elizabeth Sein Jieh TanDepartment of Pain Medicine, Singapore General Hospital, Singapore, Singapore.
Hairil Rizal AbdullahOffice of Value Based Healthcare, Singapore General Hospital, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Escalating healthcare expenditure and population aging have intensified interest in value-based care (VBC), particularly within publicly funded health systems. To date, most value-based initiatives and published implementation experiences have focused on inpatient or procedural care. In contrast, outpatient and longitudinal conditions pose distinct challenges for outcome definition, data availability, and care coordination, and remain relatively under-documented, especially in Asian healthcare contexts. Innovation: This paper describes and operationalizes a locally developed implementation framework designed to support condition-based, value-driven outcomes monitoring for outpatient care. Context: The framework was developed and applied in a large tertiary public hospital in Singapore that has expanded its value-based initiatives beyond nationally mandated programmes. Approach: We outline a four-stage implementation framework comprising scoping, exploration and analysis, baseline assessment, and improvement planning. The application of this framework is illustrated through two outpatient case studies: radioiodine therapy for hyperthyroidism and chronic pain management. Key lessons: Across both case studies, the framework facilitated systematic outcome selection, structured engagement between clinicians and administrators, and identification of actionable opportunities for care improvement, despite data and measurement constraints inherent to outpatient settings. Implications: This community case study provides practical insights into operationalizing value-based care for outpatient and chronic disease pathways and offers transferable lessons for health systems seeking to extend value-based care beyond inpatient and procedural contexts.

Indexed as

Ambulatory CareHospitals, GeneralValue-Based Health CareHospitals, PublicHumansOrganizational Case StudiesSingaporeappropriate and value based carehealth system transformationimplementation sciencepopulation healthSingaporevalue based healthcare (VBHC)

Identifiers

PMID42077986
PMCPMC13131334

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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.