Evidence map›Paper›PMID 37033089›Full record

ArticlePopulation research and policy review2023

Economic Vulnerability of Sexual Minorities: Evidence from the US Household Pulse Survey.

Michael E Martell, Leanne Roncolato

Abstract read
In one paragraph

Article in Population research and policy review, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. A Scoping Review of Theory-Based Tobacco Control Efforts for Sexual and Gender Minority Populations.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Physical proximity drives gay discrimination in the gig economy.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  6. Article
  7. Article
  8. 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

2 authors.

Michael E MartellBard College, 30 Campus Road, Annandale-on-Hudson, NY 12504 USA.ORCID 0000-0002-3111-054X
Leanne RoncolatoFranklin and Marshall College, Lancaster, USA PA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite improvements in the legal and social environment, economic outcomes for LGBTQ individuals suggest a high degree of vulnerability. We use data on over 500,000 individuals collected from July 21, 2021 to May 9, 2022 as part of US Census Bureau's Household Pulse survey which is the Bureau's first survey to collect self-reported sexual orientation and gender identity. We use linear probability models to answer several questions related to the economic experience of lesbian, gay and bisexual (LGB) individuals during this time period. We find that lesbian women, bisexual women, and bisexual men were more likely than their heterosexual counterparts to be in a household that experienced pandemic related job loss. Bisexual men were more likely than heterosexual men to have difficulty paying their expenses, experience food insufficiency and experience housing insecurity in the last week. Lesbian and bisexual women were more likely than heterosexual women to report expense difficulty and food insufficiency. The vulnerability we observe may have been exacerbated by the pandemic but appears to be largely due to pre-existing-and likely continuing-inequalities.

Indexed as

Economic vulnerabilityLGBTQ+PandemicSexual orientation

Identifiers

PMID37033089
PMCPMC10073799

What OpenQuestion holds

Textmetadata
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.