Evidence mapPaperPMID 41693313Full record

ArticleEuropean journal of public health2026

Neighbourhood social gifting and multiple long-term conditions: a nationally representative analysis of the Scottish population aged 40-75 years.

Chunyu Zheng, Eleojo Abubakar, Katherine Keenan, Kathryn Halliday, Chris Dibben, Bruce Guthrie, Alan Marshall, Jamie Pearce

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Article in European journal of public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Chunyu ZhengCentre for Research on Environment, Society and Health (CRESH), School of GeoSciences, University of Edinburgh, Edinburgh, United Kingdom.ORCID 0000-0001-7795-1427
Eleojo AbubakarInstitute of Population Health, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom.ORCID 0000-0001-5528-2357
Katherine KeenanSchool of Geography and Sustainable Development, University of St Andrews, St Andrews, United Kingdom.ORCID 0000-0002-9670-1607
Kathryn HallidayUniversity of Oxford, Oxford, United Kingdom.
Chris DibbenSchool of GeoSciences, University of Edinburgh, Edinburgh, United Kingdom.ORCID 0000-0003-1769-3774
Bruce GuthrieAdvanced Care Research Centre, University of Edinburgh, Edinburgh, United Kingdom.ORCID 0000-0003-4191-4880
Alan MarshallSchool of Social and Political Science, University of Edinburgh, Edinburgh, United Kingdom.ORCID 0000-0003-0971-829X
Jamie PearceCentre for Research on Environment, Society and Health (CRESH), School of GeoSciences, University of Edinburgh, Edinburgh, United Kingdom.ORCID 0000-0002-0994-7140

Funding

Arts Humanities Research Council (AHRC)National Institute for Health and Care Research (NIHR) under its Artificial Intelligence for Multiple and Long-Term Conditions Programme NIHR202639REALITIES in Health Disparities project AH/Z505456/1UK Research and Innovation
6 · The paper itself

Abstract

Little is known regarding the relationship between the local social environment and multiple long-term conditions (MLTC, also referred to as multimorbidity). We investigated the association between social gifting, the neighbourhood-level latent willingness to gift time for community reciprocity, and four measures of MLTC presence ('2+ long-term conditions (LTCs)', mental-physical MLTC, '3+ LTCs' and complex MLTC). We further explored variations in these relationships across types of urban-rural settlement. We linked participants of the Scottish Longitudinal Study who participated in Census 2011, aged 40-75, with no MLTC before 2010 (n = 98 296), to their hospitalisation records (2010-19) and an established neighbourhood-level index reflecting social gifting. Two-level logistic regression was used to model the onset of MLTC (2010-19), accounting for the clustered data structure of individuals nested within neighbourhoods. Lower social gifting was associated with increased odds of MLTC in all measures, except for '2+ LTCs', with the strongest association observed for mental-physical MLTC. There was a statistically significant interaction between social gifting and types of urban-rural settlement for mental-physical MLTC but not for other measures of MLTC, suggesting that social gifting was more strongly associated with mental-physical MLTC in urban than other areas. The findings highlight the important role of the local social environment in the development of MLTC. Policies targeted at supporting neighbourhood-level social cohesion and social participation may benefit population health, particularly for mental-physical MLTC in urban areas where observed associations were strongest.

Indexed as

Neighborhood CharacteristicsResidence CharacteristicsSocial EnvironmentAdultAgedChronic DiseaseFemaleHumansLongitudinal StudiesMaleMiddle AgedRural PopulationScotlandSocioeconomic Factors

Identifiers

PMID41693313
PMCPMC13017652

What Socratic holds

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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.