Stigma, Place, and HIV: The Legacy of the 1984 Bhopal Gas Disaster Among Indian Men Who Have Sex with Men

Background The 1984 Bhopal Gas Leak is widely considered the worst industrial disaster in history, and "big events" can have durable impacts on infectious disease transmission. Among men who have sex with men, we examined whether meeting sexual partners near the original gas leak site was associated with HIV, HIV-associated risk behaviors, and sexual stigma. Methods We used respondent-driven sampling to enroll MSM in Bhopal during 2023-24 (n=750). Participants reported the four locations where they most often went to meet sexual partners in the past year. Sexual stigma was defined by mechanism (enacted, anticipated, internalized) and source (healthcare, family, society). We calculated weighted (RDS-II) prevalences of HIV, population-level HIV viremia (≥200 copies/ml), and associated risk behaviors by meeting location type and distance to the original gas leak site. We used weighted logistic regression to examine associations between sexual stigma and partner meeting locations. Results HIV prevalence was elevated among participants meeting near the leak site: 21.7% within 1 km, 14.4% between 1-2 km, and 9.7% over 2 km. Population-level HIV viremia and the proportion of MSM engaging in sex work were also elevated within 2 km. Sexual stigma measures were significantly associated with meeting a partner within 2 km of the leak site. Transportation-related spaces were associated with higher prevalences of HIV and viremia. Conclusions Industrial disasters may create marginal spaces which concentrate individuals facing greater stigma and elevated HIV transmission risk. Venue-based interventions near the gas leak site and at transportation centers may be warranted in Bhopal.

Authors

Institutions

Publication Details

Journal
medRxiv
Published
2026-11-02
DOI
https://doi.org/10.64898/2026.10.31.26366861
Primary Topic
HIV/AIDS Research and Interventions
Type
preprint

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Stigma, Place, and HIV: The Legacy of the 1984 Bhopal Gas Disaster Among Indian Men Who Have Sex with Men

Steven J. Clipman, Shruti H. Mehta, Allison M. McFall, Griffin J. Bell et al.
1 links
medRxiv
HIV/AIDS Research and Interventions
preprint

Stigma, Place, and HIV: The Legacy of the 1984 Bhopal Gas Disaster Among Indian Men Who Have Sex with Men

Steven J. Clipman, Shruti H. Mehta, Allison M. McFall, Griffin J. Bell, Jiban Baishya, Eshan U. Patel, Gregory M. Lucas, Ashwini Kedar, Sunil Suhas Solomon, Carly A. Comins, Talia A. Loeb, Mihili P Gunaratne, AK Srikrishnan, Archit Sinha, Boobalan Jayaseelan, Jason M Lo Hog Tian
preprint en

Abstract

Background The 1984 Bhopal Gas Leak is widely considered the worst industrial disaster in history, and "big events" can have durable impacts on infectious disease transmission. Among men who have sex with men, we examined whether meeting sexual partners near the original gas leak site was associated with HIV, HIV-associated risk behaviors, and sexual stigma. Methods We used respondent-driven sampling to enroll MSM in Bhopal during 2023-24 (n=750). Participants reported the four locations where they most often went to meet sexual partners in the past year. Sexual stigma was defined by mechanism (enacted, anticipated, internalized) and source (healthcare, family, society). We calculated weighted (RDS-II) prevalences of HIV, population-level HIV viremia (≥200 copies/ml), and associated risk behaviors by meeting location type and distance to the original gas leak site. We used weighted logistic regression to examine associations between sexual stigma and partner meeting locations. Results HIV prevalence was elevated among participants meeting near the leak site: 21.7% within 1 km, 14.4% between 1-2 km, and 9.7% over 2 km. Population-level HIV viremia and the proportion of MSM engaging in sex work were also elevated within 2 km. Sexual stigma measures were significantly associated with meeting a partner within 2 km of the leak site. Transportation-related spaces were associated with higher prevalences of HIV and viremia. Conclusions Industrial disasters may create marginal spaces which concentrate individuals facing greater stigma and elevated HIV transmission risk. Venue-based interventions near the gas leak site and at transportation centers may be warranted in Bhopal.

medRxiv
Johns Hopkins University (US), YR Gaitonde Centre for AIDS Research and Education (IN)
National Institute of Allergy and Infectious Diseases
Good health and well-being
HIV/AIDS Research and Interventions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon