Evidence mapPaperPMID 41593233Full record

ArticleScientific reports2026

A multidimensional framework for mapping social need to electronic health records in people with multimorbidity.

Tassella Isaac, Glenn Simpson, Lucy Smith, Alim Sabary, Nazrul Islam, Miriam Santer, Andrew Farmer, Hajira Dambha-Miller

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
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 synthesis or guideline pooled it.

  1. Pooled it
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

8 authors.

Tassella IsaacPrimary Care Research Centre, University of Southampton, Southampton, SO16 5ST, UK.ORCID http://orcid.org/0000-0003-3261-3680
Glenn SimpsonPrimary Care Research Centre, University of Southampton, Southampton, SO16 5ST, UK.ORCID http://orcid.org/0000-0002-1753-942X
Lucy SmithPrimary Care Research Centre, University of Southampton, Southampton, SO16 5ST, UK.ORCID http://orcid.org/0009-0001-7658-5522
Alim SabaryPrimary Care Research Centre, University of Southampton, Southampton, SO16 5ST, UK.
Nazrul IslamPrimary Care Research Centre, University of Southampton, Southampton, SO16 5ST, UK.ORCID http://orcid.org/0000-0003-3982-4325
Miriam SanterPrimary Care Research Centre, University of Southampton, Southampton, SO16 5ST, UK.ORCID http://orcid.org/0000-0001-7264-5260
Andrew FarmerNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0002-6170-4402
Hajira Dambha-MillerPrimary Care Research Centre, University of Southampton, Southampton, SO16 5ST, UK. H.Dambha-Miller@soton.ac.uk.ORCID http://orcid.org/0000-0003-0175-443X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Social needs are sociocultural and economic factors influencing health and quality of life, including, for example, mobility limitations or financial difficulties. Multimorbidity - the presence of two or more long-term conditions (LTCs) - is an increasing public health challenge, with social needs often compounding the negative health outcomes associated with multimorbidity. In this study, we present a novel multidimensional framework for identifying and characterising social needs within a population-based cohort of adults with multimorbidity in England, utilising data from the Clinical Practice Research Datalink. The framework identifies eight critical domains of social needs: activities of daily living, mobility, financial constraints, disability, community care, housing status, social support, and bereavement. More than 100 related variables were captured in the dataset. Among 7,290,716 individuals with multimorbidity, 36.96% reported at least one social need, with the majority of affected individuals being older, female, and experiencing a higher burden of LTCs. The most prevalent social needs were related to community and social care services. Our findings underscore the significant association between social needs and multimorbidity, revealing a disproportionate burden of social needs in this population. This framework offers a systematic approach to quantifying and measuring social needs, providing a foundation for incorporating these factors into clinical care and interventions.

Indexed as

Electronic Health RecordsMultimorbidityActivities of Daily LivingAdultAgedAged, 80 and overEnglandFemaleHumansMaleMiddle AgedQuality of LifeSocial SupportElectronic health recordsIntegrated careMultidimensional frameworkMultimorbiditySocial needs

Identifiers

PMID41593233
PMCPMC12867966

What Socratic holds

Textmetadata
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 Socratic graph.