Evidence map›Paper›PMID 41533696›Full record

ArticlePloS one2026

Work participation disparities among LGBTQ+ Australians: Insights from a nationally representative cohort study.

Dunya Tomic, Tessa Keegel, Monica O'Dwyer, Karen Walker-Bone

Abstract read
In one paragraph

Article in PloS one, 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
0cells of the map it votes in
0citing 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

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.

Dunya TomicMonash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.ORCID https://orcid.org/0000-0003-2471-2523
Tessa KeegelMonash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
Monica O'DwyerMonash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
Karen Walker-BoneMonash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined work participation disparities among lesbian, gay, bisexual, transgender, queer, and other sexually and/or gender diverse (LGBTQ+) adults using nationally representative data from the Household, Income and Labour Dynamics in Australia (HILDA) Survey. Sexual identity data were collected in wave 20 (2020) from 14,302 participants and gender identity data in wave 23 (2023) from 13,981 participants. Multivariable regression models examined associations between sexual or gender identity and work participation measures. Sexual identity was analysed cross-sectionally (wave 20) and longitudinally (waves 20-23), while gender identity was analysed cross-sectionally (wave 23). Compared to heterosexual participants, those identifying as gay or lesbian were more likely to be unemployed (prevalence ratio [PR] 2.05, 95% CI 1.01-4.14) and less likely to work in trades or manual occupations (PR 0.55, 95% CI 0.36-0.85) or in manufacturing and construction (PR 0.40, 95% CI 0.23-0.72). Bisexual participants had higher prevalence of labour force non-participation (PR 1.91, 95% CI 1.49-2.47) and unemployment (PR 2.05, 95% CI 1.24-3.38), and were less likely to work in agriculture, forestry or mining (PR 0.24, 95% CI 0.08-0.79). Participants of other sexual identities also had higher unemployment (PR 2.78, 95% CI 1.41-5.45). Longitudinally, bisexual participants were more likely to transition out of employment (incidence rate ratio [IRR] 2.08, 95% CI 1.35-3.21) and initiate paid sick leave (IRR 1.42, 95% CI 1.17-1.71), while gay or lesbian participants were more likely to commence working from home (IRR 1.72, 95% CI 1.21-2.44). Transgender and gender diverse participants were less likely to work in manufacturing and construction (PR 0.35, 95% CI 0.17-0.75) and worked fewer hours (PR 0.88, 95% CI 0.79-0.97) than cisgender peers. These findings highlight inequalities in work participation among LGBTQ+ adults, underscoring the need for dedicated research and inclusive workplace policies.

Indexed as

EmploymentSexual and Gender MinoritiesAdultAustralasian PeopleAustraliaCohort StudiesCross-Sectional StudiesFemaleGender IdentityHumansLongitudinal StudiesMaleMiddle AgedYoung Adult

Identifiers

PMID41533696
PMCPMC12803448

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.