Evidence map›Paper›PMID 41803839›Full record

ArticleBMC public health2026

Evaluating primary health care utilization among lesbian, gay, and bisexual individuals in Canada with a view to inform more equitable health measures.

Ivan Marbaniang, Erica E M Moodie, Eric Latimer, Joseph Cox

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers 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

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

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

4 authors.

Ivan MarbaniangDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, 2001 McGill College Avenue, suite 1200, Montreal, QC, H3A 1G1, Canada. ivan.marbaniang@mail.mcgill.ca.
Erica E M MoodieDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, 2001 McGill College Avenue, suite 1200, Montreal, QC, H3A 1G1, Canada.
Eric LatimerDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, 2001 McGill College Avenue, suite 1200, Montreal, QC, H3A 1G1, Canada.
Joseph CoxDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, 2001 McGill College Avenue, suite 1200, Montreal, QC, H3A 1G1, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCanada is advancing several reforms to strengthen primary health care. Although lesbian, gay, and bisexual (LGB) individuals experience a higher burden of some health conditions, they remain largely absent from these reforms, partly because of limited data. We assessed differences in primary care utilization between LGB and heterosexual individuals to address this gap.

methodsWe used data from 91,172 heterosexual and 2,550 LGB participants in the 2015–2016 Canadian Community Health Survey. Guided by Andersen’s Behavioural Model of Health Services Use, we examined the association between primary care physician (PCP) consultation rates and our primary variables of interest: sex and sexuality. Estimates for heterosexual men, heterosexual women, gay and bisexual men (GBM), and lesbian and bisexual women (LBW) were obtained separately. Models were adjusted for additional covariates (predisposing, enabling, and need-based) identified in Andersen’s framework. Poisson regression was used for the main analysis, and results were compared with estimates from double-selection lasso models.

resultsGBM and LBW had higher PCP consultation rates over a 12-month period compared with heterosexual men. For every 100 PCP consultations among heterosexual men, there were an estimated 129 consultations (95% CI 112 to 148) among GBM and 123 consultations (95% CI 110 to 139) among LBW. In contrast, consultation rates for GBM and LBW were comparable with heterosexual women.

conclusionEven after adjusting for several covariates, GBM and LBW had higher PCP consultation rates than heterosexual men. These findings suggest that PCP engagement among LGB adults differs from that of heterosexual men. The comparability with heterosexual women requires further investigation. More comprehensive data are needed to verify and clarify these findings to support equitable primary care planning.

Indexed as

Health EquityPatient Acceptance of Health CarePrimary Health CareSexual and Gender MinoritiesAdolescentAdultAgedCanadaFemaleHumansMaleMiddle AgedYoung AdultCanadaHealth Services UtilizationPrimary Health CareSexual Minority Persons

Identifiers

PMID41803839
PMCPMC13085686

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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.