ArticleHealthcare (Basel, Switzerland)2026
Geographic Variation in Loneliness and Social Isolation in Australia: Socio-Demographic and Healthcare Utilisation Determinants.
Arul Earnest, Michelle H Lim, Lidia Engel, Kate Filia, Sharon Clifford, Fikru Rizal, Laura Hayes, Sophia Zoungas, Ahmadreza Pourghaderi, Hossein Nejati and 4 more
Abstract read
In one paragraphArticle in Healthcare (Basel, Switzerland), 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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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 registryThe trial behind it
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3 · Its place in the literatureWho cites it
0 citing papers in PubMed.
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
14 authors.
Arul EarnestBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0000-0003-2693-5034 Michelle H LimFaculty of Medicine and Health, School of Public Health, The University of Sydney, Sydney, NSW 2050, Australia.
Lidia EngelBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.
Sharon CliffordBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0000-0002-9031-2504 Fikru RizalBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0000-0002-0064-3255 Laura HayesMind Australia, Burnley, VIC 3121, Australia.
Sophia ZoungasBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.
Ahmadreza PourghaderiBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.
Hossein NejatiBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0009-0005-5149-6776 Long Khanh-Dao LeBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0000-0002-9442-6824 Helen SkouterisBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0000-0001-9959-5750 Cathrine MihalopoulosBiostatistics Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0000-0002-7127-9462 Funding
This study was funded by the National Health and Medical Research Council 2022 TCR Loneliness Social Isolation and Chronic Disease Management grant number: 2024805
6 · The paper itselfAbstract
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Indexed as
Bayesian analysisgeospatialhealthcare utilisationlonelinesspublic healthsocial isolationsocio-economic
Identifiers
PMID42194412
PMCPMC13205294
What OpenQuestion holds
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