Evidence map›Paper›PMID 42696732›Full record

ArticleJournal of medical Internet research2026

Web-Based, Open-Source LGBTQ+ Affirming Care Education for Primary Health Care Providers: Descriptive Analysis.

Saniya Sahasrabudhe, Ebony Toussaint, Justin Herrera, Ellesse-Roselee Akré

Abstract read
In one paragraph

Article in Journal of medical Internet research, 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
0cells of the map it votes in
0citing 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

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

4 authors.

Saniya SahasrabudheDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD, 21205, United States, 1 2134401095.ORCID http://orcid.org/0009-0000-7021-4141
Ebony ToussaintCenter for Natural Sciences of Mathematics and Nursing, Bowie State University, Bowie, MD, United States.ORCID http://orcid.org/0000-0003-0407-9054
Justin HerreraDepartment of Population and Family Health, Columbia University Mailman School of Public Health, New York, NY, United States.ORCID http://orcid.org/0000-0002-8417-1549
Ellesse-Roselee AkréDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD, 21205, United States, 1 2134401095.ORCID http://orcid.org/0000-0002-2380-6344

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Affirming care for lesbian, gay, bisexual, transgender, queer, and other individuals with diverse sexual orientations and gender identities (LGBTQ+) populations refers to culturally and clinically competent health care that recognizes specific health needs and provides respectful, inclusive, equitable, and nondiscriminatory services that are supportive of diverse identities. LGBTQ+ populations face greater discrimination in health care, leading to higher levels of unmet health needs than the general population. Very few primary care practices in the United States have training for staff and clinicians on LGBTQ+ health care needs. Despite the growing need for LGBTQ+ affirming care, there are no national standards or requirements for LGBTQ+ cultural competence training for primary health care providers in the United States. Objective: This study explores the accessibility and quality of online "gray literature" providing LGBTQ+ affirming and culturally competent care information for primary health care providers in the United States. Gray literature is produced by government, academic, business, and industry sources in formats not controlled by commercial publishing. Methods: We conducted a Google search of the gray literature to identify readily available resources and training materials in January 2024. A total of 2000 websites were screened using inclusion and exclusion criteria. Those published in a language other than English before January 1, 2014, as well as those that were peer-reviewed literature, or behind a paywall, were excluded. Fifty-four websites met the inclusion criteria for a full-text review. Results: We identified six themes from the existing academic literature: (1) affirming physical and visual environments; (2) sexual orientation and gender identity (SOGI) data collections; (3) training on LGBTQ+ health needs; (4) antidiscrimination policies; (5) appropriate, relevant services for LGBTQ+ patients; and (6) use of inclusive language. We then applied these themes as a deductive coding framework to the web-based sources, and during analysis, two additional emerging themes were identified: (1) staff diversity and (2) health inequalities and inequities. Findings revealed that not every web-based source addressed all themes. This unequal distribution of coverage across these themes means that primary health care providers must consult multiple web-based sources to obtain a comprehensive understanding. Additionally, existing gray literature resources often lacked depth, technical detail, and practical guidance, making it difficult for primary health care providers to access actionable information on LGBTQ+ affirming care. "Training on LGBTQ+ health needs" was the most frequently covered theme, and "SOGI data collection" was the least addressed. Study limitations included geolocation biases and embedded advertisements in the Google search results. Conclusions: The study highlights that the gray literature is insufficient for self-guided training. We recommend integrating formal LGBTQ+ affirming care training into medical and nursing curricula, as well as professional associations and continuing education, particularly amid growing federal and state-level restrictions on LGBTQ+ health care.

Indexed as

Health PersonnelInternetPrimary Health CareSexual and Gender MinoritiesCultural CompetencyFemaleHumansUnited Statesaffirming careculturally competent caregray literaturelesbian, gay, bisexual, transgender, queer, and other individuals with diverse sexual orientation and gender identitiesLGBTQ+primary health care

Identifiers

PMID42696732
PMCPMC13544693

What OpenQuestion holds

Textmetadata
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Registered trials

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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.