Evidence map›Paper›PMID 36739708›Full record

ArticleSocial science & medicine (1982)2023

Structural racism and homophobia evaluated through social media sentiment combined with activity spaces and associations with mental health among young sexual minority men.

Dustin T Duncan, Stephanie H Cook, Erica P Wood, Seann D Regan, Basile Chaix, Yijun Tian, Rumi Chunara

Open access · greenAbstract read
In one paragraph

Article in Social science & medicine (1982), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 2 pooled it
5.2field-weighted citation impact, top 5% of its field
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

5 citing papers in PubMed, 2 syntheses or guidelines pooled it, 9 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Article
  5. Review
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

7 authors at 3 institutions in 2 countries.

Dustin T DuncanDepartment of Epidemiology, Columbia University Mailman School of Public Health, NewYork, NY, USA.
Stephanie H CookDepartment of Social and Behavioral Sciences, New York University School of Global Public Health, New York, NY, USA; Department of Biostatistics, New York University School of Global Public Health, New York, NY, USA.
Erica P WoodDepartment of Social and Behavioral Sciences, New York University School of Global Public Health, New York, NY, USA.
Seann D ReganDepartment of Epidemiology, Columbia University Mailman School of Public Health, NewYork, NY, USA.
Basile ChaixFrench National Institute of Health and Medical Research (INSERM), Sorbonne Université, Institut Pierre Louis D'Epidémiologie et de Santé Publique IPLESP, Nemesis Team, F75012, Paris, France.
Yijun TianDepartment of Computer Science and Engineering, New York University Tandon School of Engineering, New York, NY, USA.
Rumi ChunaraDepartment of Biostatistics, New York University School of Global Public Health, New York, NY, USA; Department of Computer Science and Engineering, New York University Tandon School of Engineering, New York, NY, USA. Electronic address: rumi.chunara@nyu.edu.
New York University · USColumbia University · USInserm · FR

Funding

Syndemic Production in Emergent Adult MenR01DA025537 · NIDA · RBHS-SCHOOL OF PUBLIC HEALTH · PI HALKITIS, PERRY N · 2009 to 2018
$6.0M
Medical Mistrust as a Barrier to COVID-19 and HIV Services Among Transgender Women of ColorR01MD013554 · NIMHD · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI DUNCAN, DUSTIN T · 2018 to 2022
$3.7M
PrEP Uptake and Adherence Among Young Black MSM: Neighborhood and Network DeterminantsR01MH112406 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI DUNCAN, DUSTIN T, SCHNEIDER, JOHN · 2016 to 2020
$3.4M
Impact of Neighborhoods and Networks on HIV Prevention and Care Behaviors Among Black MSM in the Deep SouthU01PS005122 · PS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI DUNCAN, DUSTIN T · 2016 to 2019
$1.0M
Neighborhoods, Mobility and HIV Among Young MSMR21MH110190 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI DUNCAN, DUSTIN T · 2016 to 2017
$437k
NCHHSTP CDC HHS U01 PS005122NIDA NIH HHS R01 DA025537NIMHD NIH HHS R01 MD013554NIMH NIH HHS R01 MH112406NIMH NIH HHS R21 MH110190
6 · The paper itself

Abstract

backgroundResearch suggests that structural racism and homophobia are associated with mental well-being. However, structural discrimination measures which are relevant to lived experiences and that evade self-report biases are needed. Social media and global-positioning systems (GPS) offer opportunity to measure place-based negative racial sentiment linked to relevant locations via precise geo-coding of activity spaces. This is vital for young sexual minority men (YSMM) of color who may experience both racial and sexual minority discrimination and subsequently poorer mental well-being.

methodsP18 Neighborhood Study (n = 147) data were used. Measures of place-based negative racial and sexual-orientation sentiment were created using geo-located social media as a proxy for racial climate via socially-meaningfully-defined places. Exposure to place-based negative sentiment was computed as an average of discrimination by places frequented using activity space measures per person. Outcomes were number of days of reported poor mental health in last 30 days. Zero-inflated Poisson regression analyses were used to assess influence of and type of relationship between place-based negative racial or sexual-orientation sentiment exposure and mental well-being, including the moderating effect of race/ethnicity.

resultsWe found evidence for a non-linear relationship between place-based negative racial sentiment and mental well-being among our racially and ethnically diverse sample of YSMM (p < .05), and significant differences in the relationship for different race/ethnicity groups (p < .05). The most pronounced differences were detected between Black and White non-Hispanic vs. Hispanic sexual minority men. At two standard deviations above the overall mean of negative racial sentiment exposure based on activity spaces, Black and White YSMM reported significantly more poor mental health days in comparison to Hispanic YSMM.

conclusionsEffects of discrimination can vary by race/ethnicity and discrimination type. Experiencing place-based negative racial sentiment may have implications for mental well-being among YSMM regardless of race/ethnicity, which should be explored in future research including with larger samples sizes.

Indexed as

RacismSexual and Gender MinoritiesSocial MediaAttitudeHomophobiaHumansMaleMental HealthSystemic RacismIntersectionalityMachine learningMental healthSexual minority menSocial mediaSocio-spatial self-organizing mapsStructural homophobiaStructural racism

Identifiers

PMID36739708
PMCPMC10014849
OpenAlexW4318567049

What OpenQuestion holds

Textmetadata
LicenceTDM
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.