Evidence map›Paper›PMID 41760708›Full record

ArticleScientific reports2026

Revisiting dimensionality in measurement of sense of coherence among rural healthcare workers using network analysis.

Emma L Cordon, Mark McEvoy, Timothy Skinner, Carina Chan, Angela Crombie, Evan Stanyer, Stephen Begg, Peter Faulkner, Anne McEvoy, Kevin Masman and 3 more

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. Not yet cited in PubMed.

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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

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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

13 authors.

Emma L CordonLa Trobe Rural Health School, La Trobe University, Bendigo, VIC, Australia. E.Cordon@latrobe.edu.au.
Mark McEvoyLa Trobe Rural Health School, La Trobe University, Bendigo, VIC, Australia.
Timothy SkinnerThe Australian Centre for Behavioural Research in Diabetes (ACBRD), Deakin University, Melbourne, VIC, Australia.
Carina ChanDepartment of Psychology, Counselling and Therapy, School of Psychology and Public Health, La Trobe University, Bendigo, VIC, Australia.
Angela CrombieBendigo Health, Bendigo, VIC, Australia.
Evan StanyerBendigo Health, Bendigo, VIC, Australia.
Stephen BeggLa Trobe Rural Health School, La Trobe University, Bendigo, VIC, Australia.
Peter FaulknerBendigo Health, Bendigo, VIC, Australia.
Anne McEvoyKyabram District Health Service, Kyabram, VIC, Australia.
Kevin MasmanBendigo Health, Bendigo, VIC, Australia.
Laura BamforthBendigo Health, Bendigo, VIC, Australia.
Xia LiDepartment of Research & Infrastructure, La Trobe University, Bundoora, VIC, Australia.
Pedro Henrique Ribeiro SantiagoAustralian Research Centre for Population Oral Health, Adelaide Dental School, The University of Adelaide, Adelaide, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 pandemic adversely impacted the mental health and wellbeing of healthcare workers (HCW). Drawn from the theory of salutogenesis, Sense of Coherence (SOC) assesses the extent to which individuals perceive their life experiences as comprehensible, manageable, and meaningful, and is considered an important health promoting resource for HCWs’ resilience and coping under stressful circumstances. However, little is known about its measurement in HCW populations, and the current discrepancy regarding SOC dimensionality continues to limit salutogenic research and application. Previous studies have used factor analytic, Rasch and SEM approaches for assessing SOC dimensionality, which have since been challenged for accuracy. This study applied a novel psychometric methodology, namely Exploratory Graph Analysis (EGA), to revisit the dimensionality of the SOC-13 scale in a regional and rural Australian HCW cohort at 12-month follow-up (n = 649; complete SOC-13 cases n = 597), broadly representative of the Loddon Mallee healthcare workforce demographics. Results support a refined 12-item, unidimensional SOC instrument, achieved by removing one redundant item (SOCQ2) highly overlapping in content with SOCQ3, and demonstrated strong internal consistency and validity related to depression, anxiety, and resilience. Further research is needed to explore dimensionality across populations and to improve missing data treatment in network analyses.

Indexed as

COVID-19Health PersonnelSense of CoherenceAdaptation, PsychologicalAdultAustraliaFemaleFrontline WorkersHumansMaleMiddle AgedPsychometricsResilience, PsychologicalRural PopulationSurveys and QuestionnairesDimensionalityHealthcare workersNetwork psychometricsRuralSalutogenicSOC-13

Identifiers

PMID41760708
PMCPMC13049044

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LicenceCC BY-NC-ND
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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.