ArticlePLOS digital health2025
Systemic transphobia and ongoing barriers to healthcare for transgender and nonbinary people: A historical analysis of #TransHealthFail.
Article in PLOS digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
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.
Who cites it
4 citing papers in PubMed.
- Surgical and hormonal gender-affirming care: cross-domain determinants and artificial intelligence-enabled expansion.International journal for equity in health · 2026Review
- Healthcare experiences and barriers as predictors of suicidal thoughts and behaviors among transgender adults: an elastic net regression analysis.Social psychiatry and psychiatric epidemiology · 2026Article
- Affirming care at the margins: Community health clinics and health equity for transgender people of color.International journal of transgender health · 2026Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Transgender (T+) people report negative healthcare experiences such as being misgendered, pathologizing gender, and gatekeeping care, as well as treatment refusal. Less is known about T+ patients' perceptions of interrelated factors associated with, and consequences of, negative experiences. The purpose of this analysis was to explore T+ patients' negative healthcare experiences through Twitter posts using the hashtag #transhealthfail. Publicly available Tweets published between July 2015 and November 2021 from US-based Twitter accounts were collected via Mozdeh. Tweets were deductively analyzed for content using a list of a-priori codes developed from existing literature. Additional codes were developed as new ideas emerged from the data. When possible, type of care location, providers interacted with, and initial reason for seeking care were extracted. Each Tweet was coded by at least two team members using NVivo12. A total of 1,340 tweets from 652 unique Twitter users were analyzed. Negative experiences were reported across healthcare settings and professional types, with physicians, nurses, and counselors/therapists being named most frequently. Primary antecedents of negative healthcare experiences and barriers to accessing care were related to health insurance issues and providers' lack of knowledge, discomfort, and binary gender beliefs. Negative healthcare interactions led T+ patients to perceive receiving a different standard of care and having unmet needs, which could lead to delaying/avoiding care in the future. As such, these results highlight the potential for direct and indirect harm related to providers' specific actions. Patient strategies to prevent and/or manage negative encounters and care facilitators were also identified. A multi-pronged approach addressing healthcare policy, improving knowledge and attitudes of healthcare providers and ancillary staff, and creating clinical settings that are physically and psychologically safe for T+ patients is critical to improving the healthcare experiences, and ultimately health, of T+ people.
Identifiers
What OpenQuestion holds
Registered trials
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.