Evidence map›Paper›PMID 41203271›Full record

Observational studyJournal of epidemiology and community health2026

Assessing the relationship between community resilience and health outcomes: an observational local-authority level study in England.

Christine Camacho, Peter Bower, Roger T Webb, Luke Munford

Abstract readObservational Study
In one paragraph

Observational study in Journal of epidemiology and community 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

4 authors.

Christine CamachoDivision of Population Health, The University of Manchester, Manchester, UK christine.camacho@manchester.ac.uk.ORCID http://orcid.org/0000-0002-5013-3093
Peter BowerDivision of Population Health, The University of Manchester, Manchester, UK.
Roger T WebbNational Institute for Health and Care Research Applied Research Collaboration Greater Manchester, Manchester, UK.
Luke MunfordDivision of Population Health, The University of Manchester, Manchester, UK.ORCID http://orcid.org/0000-0003-4540-6744

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCommunity resilience is a relevant concept in public health, but its empirical relationship with health outcomes remains underexplored. This study examines whether a Community Resilience Index (CRI) is associated with population health outcomes in England, and whether it offers explanatory added value beyond the Index of Multiple Deprivation (IMD).

methodsThe CRI comprises 44 indicators reflecting community-level resilience to chronic stressors. Associations between CRI scores and five health outcomes, deaths of despair, cardiovascular disease (CVD) mortality, COVID-19 mortality, excess all-cause mortality during two waves of COVID-19 and self-rated health were assessed at local authority district level. IMD was adjusted to remove health-related indicators. Linear regression models assessed the explanatory power of the CRI and IMD, using likelihood ratio tests to compare model fit. Interaction and stratified analyses explored effect modification by IMD.

resultsHigher CRI scores were associated with lower Deaths of Despair and CVD mortality, and higher self-rated health; these associations remained significant after adjusting for IMD. CRI was not significantly associated with COVID-19 outcomes. IMD remained the stronger predictor of health outcomes, but CRI significantly improved model fit. The interaction between CRI and IMD was significant for deaths of despair and self-rated health. Stratified analyses showed the CRI-deaths of despair association was strongest in more deprived areas.

conclusionsCommunity resilience is associated with health outcomes in England. While not a substitute for deprivation-based measures, resilience indices offer complementary insight into structural and social factors shaping health. Resilience-building efforts may be particularly impactful in areas of greatest disadvantage.

Indexed as

COVID-19Residence CharacteristicsResilience, PsychologicalAdultAgedCardiovascular DiseasesEnglandFemaleHumansMaleMiddle AgedPublic HealthSARS-CoV-2HEALTHHealth inequalitiesPUBLIC HEALTH

Identifiers

PMID41203271
PMCPMC12911620

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LicenceCC BY
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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.