Evidence map›Paper›PMID 41519736›Full record

ArticleInternational journal for equity in health2026

Excluded by design: a qualitative study of inequalities in health and social care innovation.

Tricia R Tooman, Helen Frost, Robyn Adams, Atul Anand, Navneet Aujla, Beth Bareham, Bruce Guthrie, Barbara Hanratty, Eileen Kaner, Amy O'Donnell and 4 more

Abstract read
In one paragraph

Article in International journal for equity in health, 2026. 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

14 authors.

Tricia R ToomanAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK.
Helen FrostAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK.
Robyn AdamsAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK.
Atul AnandAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK.
Navneet AujlaSchool of Psychology and Vision Sciences, University of Leicester, Leicester, UK.
Beth BarehamPopulation Health Sciences Institute, Newcastle University, Newcastle, UK.
Bruce GuthrieAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK.
Barbara HanrattyPopulation Health Sciences Institute, Newcastle University, Newcastle, UK.
Eileen KanerPopulation Health Sciences Institute, Newcastle University, Newcastle, UK.
Amy O'DonnellPopulation Health Sciences Institute, Newcastle University, Newcastle, UK.
Margaret E OgdenAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK.
Helen G PainAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK.
Susan D ShenkinAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK.
Stewart W MercerAdvanced Care Research Centre, Usher Institute, University of Edinburgh, 5-7 Little France Road, Edinburgh BioQuarter Edinburgh, Edinburgh, EH16 4UX, UK. Stewart.Mercer@ed.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInnovations, especially those involving digital technologies, are expanding rapidly in health and social care in many countries around the world, but the extent to which the needs of underserved populations are considered is unclear. The aim of this study was to explore if and how socioeconomic health inequalities are considered in the design and delivery of health and social care innovations in the United Kingdom.

methodsA qualitative study using 23 semi-structured interviews with a range of stakeholders involved in the development and delivery of innovations in health and social care in England and Scotland exploring 20 areas of innovation. Data were analysed thematically.

resultsOf 20 innovation areas, only one explicitly focused on reducing health inequalities for people living in deprived areas. The remaining broadly fell into three groups: (1) ‘Aspirational intent’ where stakeholders hoped their work would benefit people living in deprived areas but active planning was not involved; (2) ‘Stymied intent’ where stakeholders were aware of health inequalities but faced systemic and structural constraints that limited their opportunities to tailor innovations to the needs of deprived populations; and (3) ‘No intent’ where stakeholders (over half of those interviewed) were apparently unaware or indifferent to health inequalities. The lack of consideration for innovations utilising digital technologies holds particular risks for widening health inequalities. Two additional cross-cutting themes - ‘The influence of funding’, and ‘The role of the third sector’ - were identified. Stakeholders reported including a focus on health inequalities when funders explicitly prioritised it. Conversely, a lack of funding significantly hindered stakeholders’ abilities to address health inequalities. The involvement and contribution of the third sector in tackling or mitigating the effects of health inequalities was commonly reported as an under-utilised and under-funded resource.

conclusionsOur study suggests that socioeconomic health inequalities are seldom explicitly considered in the funding, design, delivery, policy translation and implementation of service innovations. Present innovation trajectories therefore risk widening rather than narrowing health inequalities, especially for digitally-based innovations.

Indexed as

Healthcare DisparitiesHealth Status DisparitiesDiffusion of InnovationDigital HealthHumansInterviews as TopicQualitative ResearchScotlandSocioeconomic Disparities in HealthUnited KingdomDigital exclusionHealth and social care reformHealth inequalitiesInnovationModels of careOlder peopleTechnology

Identifiers

PMID41519736
PMCPMC12828945

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.