Evidence map›Paper›PMID 40529796›Full record

ArticleFrontiers in health services2025

Leveraging the dynamic adaptation process to address LGBTQ+ health equity in New Mexico high schools.

Cathleen Elizabeth Willging, Daniel Shattuck, Mary M Ramos, Bonnie O Richard, Adrien Lawyer, Elizabeth Dickson, Gregory A Aarons

Abstract read
In one paragraph

Article in Frontiers in health services, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Cathleen Elizabeth WillgingSouthwest Center, Pacific Institute for Research and Evaluation, Albuquerque, NM, United States.
Daniel ShattuckSouthwest Center, Pacific Institute for Research and Evaluation, Albuquerque, NM, United States.
Mary M RamosSouthwest Center, Pacific Institute for Research and Evaluation, Albuquerque, NM, United States.
Bonnie O RichardLouisville Center, Pacific Institute for Research and Evaluation, Louisville, KY, United States.
Adrien LawyerTransgender Resource Center of New Mexico, Albuquerque, NM, United States.
Elizabeth DicksonCollege of Population Health, University of New Mexico, Albuquerque, NM, United States.
Gregory A AaronsDepartment of Psychiatry, ACTRI Dissemination and Implementation Science Center, and Child and Adolescent Services Research Center, University of California, San Diego, La Jolla, CA, United States.

Funding

Implementing School Nursing Strategies to Reduce LGBTI Adolescent SuicideR01HD083399 · NICHD · PACIFIC INSTITUTE FOR RES AND EVALUATION · PI RAMOS, MARY M, WILLGING, CATHLEEN E. · 2016 to 2020
$3.0M
NICHD NIH HHS R01 HD083399
6 · The paper itself

Abstract

Background: Reducing adolescent suicide in the United States is a public health priority, and lesbian, gay, bisexual, transgender, and queer (LGBTQ+) youth are at elevated risk. The Centers for Disease Control and Prevention has identified six evidence-informed school-based practices (EIPs) that enhance health equity and potentially reduce suicide-related behavior for LGBTQ+ students. Guided by the Exploration, Preparation, Implementation, Sustainment (EPIS) framework, we conducted a five-year, community-engaged cluster randomized controlled trial in 42 New Mexican high schools to study the implementation of these six EIPs. This paper assesses the effectiveness, utility, and benefits of the study's implementation strategy-the Dynamic Adaptation Process (DAP), a participatory and multifaceted implementation approach. Methods: Our convergent parallel mixed-method analysis focused on 22 New Mexico high schools randomized into an implementation condition. Data sources included annual structured assessments of EIP implementation, individual and small-group qualitative interviews with school professionals, periodic debriefs and interviews with implementation coaches, and coach activity logs. We analyzed quantitative data using linear regressions and qualitative data using deductive coding techniques, integrating the results through a joint display. Results: The schools experienced statistically significant changes compared to their baseline in adopting safe spaces, prohibitions on bullying and harassment based on LGBTQ+ identity, inclusive health education materials, staff professional development, and facilitation of students' access to LGBTQ+ affirming healthcare. We attribute these changes to the impact of the DAP. The DAP facilitated collaboration among school professionals and community organizations to shift knowledge and attitudes and execute contextually responsive implementation strategies. It also fostered relationship-building and leadership, encouraging school leaders to legitimate implementation efforts and champion health equity for LGBTQ+ students. Discussion: Participatory implementation science models like the DAP can help prioritize health equity for marginalized populations by enabling the uptake of practices likely to contribute to well-being. This mixed-methods study provides a rich example for future research tackling health disparities for LGBTQ+ people in schools and other complex systems.

Indexed as

adoptiondynamic adaptation processhealth disparitiesimplementation strategyLGBTQ+mixed- methodsschools

Identifiers

PMID40529796
PMCPMC12170598

What OpenQuestion holds

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LicenceCC BY
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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.