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Interlocking oppressions: the effect of a comorbid physical disability on perceived stigma and discrimination among mental health consumers in Canada

2008· article· en· W2038828711 on OpenAlexafffundabout
Allison Bahm, Cheryl Forchuk

Bibliographic record

VenueHealth & Social Care in the Community · 2008
Typearticle
Languageen
FieldPsychology
TopicMental Health Treatment and Access
Canadian institutionsLawson Health Research InstituteWestern University
FundersSchulich School of Medicine and DentistrySchulich School of Medicine and Dentistry, Western University
KeywordsStigma (botany)PsychiatryMental healthAffect (linguistics)Mental illnessClinical psychologyPhysical disabilitySocial stigmaPsychologyMedical model of disabilityMedicineFamily medicine

Abstract

fetched live from OpenAlex

People living with mental health problems often face stigma and discrimination; however, there is a lack of research that examines how comorbid conditions affect this perceived stigma. This study sought to determine whether people who have a comorbid physical and psychiatric disability experience more stigma than those with only a psychiatric disability. It also looked at how perceived stigma and discrimination affect physical and mental health. A secondary analysis on data from interviews with 336 former and current clients of the mental health system in a mid-size Canadian city in 2005 was performed. Of these, 203 (60.4%) reported they had a psychiatric disability, 112 (33.0%) reported that they had a physical disability, with 74 reporting both a psychiatric and a physical disability. People with a self-reported psychiatric disability and a self-reported comorbid physical disability faced more overall perceived discrimination/stigma (P = 0.04), than those with a psychiatric disability alone. Perceived discrimination/stigma was positively correlated with psychiatric problem severity (P = 0.02), and negatively correlated with self-rated general health (P < 0.001), physical condition (P < 0.001), emotional well-being (P < 0.001) and life satisfaction (P < 0.001). These results bring to light the aggravating effect of a physical disability on the perceived stigma for those living with a mental illness, and also strengthen the knowledge that stigma and discrimination have a negative impact on health. Healthcare providers should recognise this negative impact and screen for these comorbid conditions. Policy-makers should take measures such as improving access to housing and employment services to help reduce stigma and discrimination against this particularly vulnerable group.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.186

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0070.002
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.057
GPT teacher head0.405
Teacher spread0.348 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations50
Published2008
Admission routes3
Has abstractyes

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