Evidence map›Paper›PMID 42004441›Full record

ArticlePublic health in practice (Oxford, England)2026

Designing health care inclusively for people with low incomes: A policy-focused evidence brief.

Adnaan Ghanchi, Anna Gkiouleka, Danielle Lamb, Liam Loftus, Payam Torabi, John Ford

Abstract read
In one paragraph

Article in Public health in practice (Oxford, England), 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

6 authors.

Adnaan GhanchiDepartment of Public Health and Primary Care, University of Cambridge, UK.
Anna GkioulekaWolfson Institute for Population Health, Queen Mary University of London, UK.
Danielle LambNIHR Applied Research Collaboration, UCL, UK.
Liam LoftusWolfson Institute for Population Health, Queen Mary University of London, UK.
Payam TorabiThe Aberfeldy Practice, UK.
John FordWolfson Institute for Population Health, Queen Mary University of London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The policy challenge: Healthcare systems often fail to meet the needs of low-income populations, reinforcing disparities in access, affordability, and quality of care. These inequities are not incidental but the result of design choices that prioritise efficiency and standardisation over inclusivity. Even in high-income countries with publicly funded healthcare systems, hidden costs, transport, parking, lost income, childcare, and the financial burden of following medical advice, can prevent people from accessing care. These financial barriers drive delays in treatment, missed appointments, and poorer health outcomes, entrenching health inequities. Key evidence to inform policy: This brief synthesises evidence from systematic and realist reviews, randomised controlled trials, qualitative studies, and programme evaluations, prioritising the most robust and policy-relevant findings of the structural barriers that low-income populations face in high-income healthcare systems. It identifies three challenges: (1) the cost of time and travel, (2) the lack of financial hardship awareness in healthcare settings, and (3) the affordability of care beyond direct medical costs. Solutions exist. Flexible appointment models, including evening and remote consultations, can mitigate financial strain. Community outreach services, such as mobile health units and pop-up clinics, improve engagement with preventive care. Social needs screening, widely used in North America, has been shown to improve health outcomes by identifying financial hardship and linking patients to support services. Food prescription programs offer an emerging model for addressing health and nutrition insecurity. Further considerations and implications: While healthcare alone cannot eliminate poverty, it can ensure that low-income populations are not left behind. Policymakers should embed equity into healthcare design, integrating financial support programs, expanding outreach initiatives and removing hidden costs that act as barriers to care.

Indexed as

Healthcare accessHealth inequalitiesLow-income populations

Identifiers

PMID42004441
PMCPMC13089114

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.