Evidence map›Paper›PMID 42158550›Full record

ArticleBMJ public health2026

Associations of employment gain, employment loss and prolonged unemployment with depressive symptoms over time among sexual and gender minority adults in the USA: a retrospective cohort study.

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

Abstract read
In one paragraph

Article in BMJ 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

9 authors.

David J Kinitz *The PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, California, USA.ORCID https://orcid.org/0000-0001-7812-0027
Nguyen K Tran *The PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, California, USA.
Shamsi SoltaniDepartment of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, USA.ORCID https://orcid.org/0000-0003-0308-2243
Kinsey Bryant-LeesDepartment of Psychological Science, Northern Kentucky University, Highland Heights, Kentucky, USA.
Annesa FlentjeThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, California, USA.
Micah E LubenskyThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, California, USA.
Shalonda IngramThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, California, USA.
Juno Obedin-MaliverThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, California, USA.
Mitchell R LunnThe PRIDE Study/PRIDEnet, Stanford University School of Medicine, Palo Alto, California, USA.ORCID https://orcid.org/0000-0002-0068-0814

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Sexual and gender minority (SGM) workers are vulnerable to unemployment and experience alarming rates of depression. We aimed to assess how changes in employment status are associated with depressive symptoms among SGM workers. Methods: This retrospective cohort study used 3 annual questionnaires (2021-2023) of The Population Research in Identity and Disparities for Equality (PRIDE) Study, an online, community-engaged cohort study of SGM adult health in the United States. Participants were ≥18 years old, active in the labour market, identified as SGM people and completed at least the 2021 and 2022 questionnaires. Marginal structural models were used to assess the association between changes in employment status from 2021 to 2022 and depressive symptoms in 2023. Results: There were 2245 SGM workers included in this study who had a median age of 35.2 years (IQR, 29.3-45.2). The most reported gender identities were non-binary (25.9%) and cisgender woman (25.3%), and the most reported sexual orientations were queer (50.8%) and bisexual (29.8%). The sample included 44 (2.0%) participants who remained unemployed from 2021 to 2022, 50 (2.2%) who lost employment, 70 (3.1%) who gained employment and 2081 (92.7%) who maintained employment. Patient Health Questionnaire-9 (PHQ-9) Score in 2023 was highest (ie Conclusions: Unemployment is a meaningful contributor to depression among SGM populations. Health and social interventions should promote employment among SGM people.

Indexed as

DepressionMental HealthOccupational MedicinePublic HealthSocial Medicine

Identifiers

PMID42158550
PMCPMC13182330

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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.