Evidence map›Paper›PMID 41251686›Full record

ArticleHealth policy and planning2026

Time to fully account for cost in monitoring financial protection and universal health coverage in low- and middle-income settings.

Peter Binyaruka, Josephine Borghi

Abstract read
In one paragraph

Article in Health policy and planning, 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

2 authors.

Peter BinyarukaDepartment of Health System, Impact Evaluation and Policy, Ifakara Health Institute, PO Box 78373, Dar es Salaam, Tanzania.ORCID 0000-0002-1892-7985
Josephine BorghiDepartment of Global Health and Development, London School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London WC1H 9SH, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Financial protection is a core pillar of universal health coverage (UHC), yet current monitoring approaches in low- and middle-income countries (LMICs) largely focus on direct medical costs, neglecting direct transport costs and indirect time costs lost when seeking care. This commentary highlights the importance of fully accounting for these often-excluded costs, which disproportionately affect poorer and rural populations and can significantly hinder access to essential health services and lead to foregone care. We outline five priority areas for action, including improved measurement of transport and time costs through household surveys, methodological advancements in valuing time, increased investment in primary health care to reduce physical access barriers, adaptation of financing schemes and social protection programs to cover non-medical costs, and a multisectoral approach to address structural determinants. Fully integrating these dimensions into financial protection metrics and policies is critical for ensuring more equitable progress toward UHC in LMICs.

Indexed as

Developing CountriesUniversal Health InsuranceHealth Services AccessibilityHumansPovertycatastrophic and impoverishmentfinancial protectionhealth expendituretime coststransport costsuniversal health coverage

Identifiers

PMID41251686
PMCPMC12828684

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.