Evidence map›Paper›PMID 40522995›Full record

ArticlePLOS global public health2025

Everyday discrimination and barriers to primary care, mental health, and substance use services: Findings from a community-based cohort of sex workers in Vancouver, Canada (2015-2024).

Kirstin Kielhold, Kate Shannon, Charlie Zhou, Kaylee Ramage, Eileen Pitpitan, Andrea Krüsi, Jennie Pearson, Shira M Goldenberg

Abstract read
In one paragraph

Article in PLOS global public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

8 authors.

Kirstin KielholdSan Diego State and University of California San Diego Joint Doctoral Program in Public Health (Global Health), San Diego, California, United States of America.ORCID https://orcid.org/0009-0000-7175-1854
Kate ShannonDepartment of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
Charlie ZhouDepartment of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
Kaylee RamageDepartment of Public Health, University of Tennessee Knoxville, Knoxville, Tennessee, United States of America.ORCID https://orcid.org/0000-0002-5008-1457
Eileen PitpitanSchool of Social Work, San Diego State University, San Diego, California, United States of America.
Andrea KrüsiSchool of Criminology, Simon Fraser University, Burnaby, British Columbia, Canada.
Jennie PearsonDepartment of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.ORCID https://orcid.org/0000-0001-9775-0497
Shira M GoldenbergSchool of Public Health, San Diego State University, San Diego, California, United States of America.ORCID https://orcid.org/0000-0003-1633-9749

Funding

Social and structural context of HIV/STI risk among FSWsR01DA028648 · NIDA · UNIVERSITY OF BRITISH COLUMBIA · PI GOLDENBERG, SHIRA MIRIAM, KRUSI, ANDREA · 2010 to 2024
$6.9M
NIDA NIH HHS R01 DA028648
6 · The paper itself

Abstract

We evaluated the association between discrimination and access to primary, mental health, and substance use services among sex workers. Using baseline and semi-annual questionnaire data from a community-based cohort of sex workers in Vancouver, Canada (09/2015-02/2024), we used bivariate and multivariable logistic regression with generalized estimating equations to analyze the relationship between discrimination and access to primary care, mental health, and substance use services. Among 518 participants (2768 observations), the median discrimination score was 19 (IQR:11-25), indicating substantial discrimination. In separate multivariate models, every one-point increase in discrimination was associated with increased odds of experiencing barriers to health services (adjusted odds ratio (AOR):1.03, 95%CI:1.02-1.04), unable to access health services when needed (AOR:1.03, 95%CI:1.01-1.04), unmet need for mental health services (AOR:1.04, 95%CI:1.03-1.06), experiencing barriers to counseling for sexual trauma (AOR:1.04, 95%CI:1.02-1.05), and unmet need for substance use treatment (AOR:1.07, 95%CI:1.04-1.09). Discrimination is highly prevalent and associated with reduced access to primary, mental health, and substance use services among sex workers. There is a need for anti-discrimination efforts, including provider training and sex worker partnerships in primary care, alongside policy reforms.

Identifiers

PMID40522995
PMCPMC12169575

What OpenQuestion holds

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LicenceCC BY
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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.