Evidence mapPaperPMID 41939730Full record

ArticleLancet regional health. Americas2026

Association of employment quality with depression among sexual and gender minority adults: a retrospective cohort study.

David J Kinitz, Nguyen K Tran, Faraz V Shahidi, Shamsi Soltani, Kinsey B Bryant-Lees, Annesa Flentje, Micah E Lubensky, Juno Obedin-Maliver, Mitchell R Lunn

Abstract read
In one paragraph

Article in Lancet regional health. Americas, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

David J KinitzThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, CA, USA.
Nguyen K TranThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, CA, USA.
Faraz V ShahidiInstitute for Work & Health, Toronto, ON, Canada.
Shamsi SoltaniDepartment of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA.
Kinsey B Bryant-LeesDepartment of Psychological Science, Northern Kentucky University, Highland Heights, KY, USA.
Annesa FlentjeThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, CA, USA.
Micah E LubenskyThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, CA, USA.
Juno Obedin-MaliverThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, CA, USA.
Mitchell R LunnThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Sexual and gender minority (SGM) people face concerning rates of low-quality employment, unemployment, and depression. Our objective was to center employment in SGM mental health research and assess associations between employment quality and depression. Methods: This retrospective study used data from The PRIDE Study-a national, community-engaged, longitudinal cohort of SGM adults in the United States. Employment quality in 2021 was categorized as: standard, secure-income; standard, insecure-income; non-standard, secure-income; non-standard, insecure-income; and unemployed. Mean levels of depressive symptoms were measured using the Patient Health Questionnaire-9 (PHQ-9) from 2021 to 2023. Mixed-effects linear regression models were used to evaluate the association between employment quality and PHQ-9 scores. Findings: Participants' (n = 3354) median age was 34.7 years; 53.1% (n = 1782) were cisgender (sexual minority), 46.9% (n = 1572) transgender and gender diverse (TGD; any sexual orientation), and 91.5% (n = 3070) were white or selected multiple race/ethnicities, including white. Participants occupied standard, secure-income (57.0%; n = 1913); standard, insecure-income (9.3%; n = 313); non-standard, secure-income (12.8%; n = 432); non-standard, insecure-income (14.9%; n = 500); and unemployed (5.9%; n = 196) groups. PHQ-9 scores were highest ( Interpretation: Poorer employment quality was associated with higher levels of depressive symptoms among SGM workers. Funding: Dona Rockstad, Patient-Centered Outcomes Research Institute.

Indexed as

DepressionEmployment qualityLGBTQMental healthSexual and gender minorityUnemployment

Identifiers

PMID41939730
PMCPMC13050029

What Socratic 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 Socratic graph.