Evidence map›Paper›PMID 42876781›Full record

ArticleFrontiers in health services2026

Tackling low-value care in Singapore: progress, pitfalls, and prospects.

Marie Ann Mae En Wong, Michael Anderson, Martin Scherer, Jose M Valderas

Abstract read
In one paragraph

Article in Frontiers in health services, 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

4 authors.

Marie Ann Mae En WongNational University Polyclinics, Singapore, Singapore.
Michael AndersonDivision of Population Health, Health Services Research & Primary Care, The University of Manchester, Manchester, New Hampshire, United Kingdom.
Martin SchererDepartment of Primary Medical Care, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Jose M ValderasDepartment of Family Medicine, National University of Singapore, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low-value care is an important challenge for healthcare systems globally, contributing to unnecessary healthcare use and inefficient resource allocation. In Singapore, reducing low-value care is increasingly relevant given an ageing population, resource constraints and rising healthcare expenditure. However, local evidence on its prevalence, manifestations and underlying drivers remains limited. Available studies have identified potentially low-value practices in selected areas, while mechanisms established internationally, including patient expectations, clinician behaviours, financial incentives and organisational factors, may also be relevant locally but remain insufficiently characterised. Singapore has introduced initiatives to improve value and appropriateness of care, although publicly documented efforts have largely centred on public-sector and hospital-based settings, with less evidence from primary care and the private sector. Healthier SG may provide opportunities to support appropriate care through strengthened longitudinal primary care, although its impact on low-value care requires evaluation. International approaches, including evidence-based recommendations, measurement and feedback, payment mechanisms, and patient engagement provide potential lessons for local adaptation. Addressing low-value care in Singapore will require locally grounded research and coordinated, multi-component strategies across public and private sectors, accompanied by evaluation of appropriate care, outcomes, access and equity.

Indexed as

appropriate carechoosing wiselyhealthcare wasteunnecessary carevalue-based care

Identifiers

PMID42876781
PMCPMC13661537

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.