Evidence map›Paper›PMID 41569972›Full record

ArticleCerebrovascular diseases (Basel, Switzerland)2026

Social Factors Influencing Decision-Making in Intracerebral Haemorrhage: A Survey among Neurology Professionals.

Christian Roth, Christopher Hopper, Markus Gehling, Gabor Nagy, Johannes Matthaei

Abstract read
In one paragraph

Article in Cerebrovascular diseases (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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1 · What the graph read from it

What it found

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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.

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Christian RothDepartment of Neurology, Klinikum Kassel, Kassel, Germany, roth99@web.de.
Christopher HopperKassel School of Medicine, Kassel, Germany.
Markus GehlingPain Center, Kassel, Germany.
Gabor NagyDepartment of Neurology, Klinikum Kassel, Kassel, Germany.
Johannes MatthaeiDepartment of Neurology, Klinikum Kassel, Kassel, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionIntracerebral haemorrhage (ICH) is the most severe type of stroke characterized by high morbidity and mortality rates. While prognostic scales aim to predict outcomes based solely on medical information, clinicians' assessments may be influenced by patients' social factors, potentially resulting in inequitable care.

methodsA cross-sectional study using a vignette-based survey presenting five pairs of fictitious ICH cases (10 total) was distributed to professionals involved in ICH patient care. Each pair included identical medical data and a comparable computed tomography scan. Social factors - including family status, employment, home status, and medical history - were varied. Respondents assessed prognosis, recommended management, and identified key factors influencing their decisions. Only healthcare professionals involved in the treatment of neuro-intensive care patients were eligible to participate.

resultsA total of 172 responses were collected, of which 156 were from physicians. Statistically significant differences were observed across all case pairs with regard to prognosis, initial management, and further treatment. Cases with less favourable social backgrounds were more likely to result in delayed treatment or recommendations for palliative care. Notably, when participants were asked which factors influenced their decisions, only an average of 10-11% acknowledged that social factors had played a role in their clinical reasoning.

conclusionsSocial factors seem to influence clinicians' prognostic assessments and management decisions in ICH cases, suggesting unconscious bias is present. These findings highlight the need for strategies to ensure equitable treatment, for example, bias-awareness training.

Indexed as

BiasDecision-makingIntracerebral haemorrhagePrognosisSocial factors

Identifiers

PMID41569972
PMCPMC12991811

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