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Record W4414159534 · doi:10.2196/65834

Needs and Expectations Associated With an e–Mental Health Intervention for Reducing Somatoform, Anxiety, and Depressive Symptoms in Sexual and Gender Minority Adults: Qualitative Participative Study

2025· article· en· W4414159534 on OpenAlexvenueno aff
Angeliki Tsiouris, Florian Jung, Laura R. Klein, Adina Kreis, Manfred E. Beutel, Bernhard Strauß, Madita Hoy, Rüdiger Zwerenz

Bibliographic record

VenueJMIR Formative Research · 2025
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsPsychological interventionQualitative researchDepressive symptomsIntervention (counseling)Citizen journalismParticipatory action researchProcess (computing)Reproductive health

Abstract

fetched live from OpenAlex

BACKGROUND: Sexual and gender minority individuals experience heightened risks of mental health disorders due to marginalization, discrimination, and inadequacies in health care. OBJECTIVE: This study aims to identify the needs and expectations concerning an e-mental health intervention designed for people who are lesbian, gay, bisexual, transgender, queer or questioning, intersex, asexual, or have other sexual orientation and gender identities (LGBTQIA+) to reduce somatoform, anxiety and depressive (SAD) symptoms. METHODS: A qualitative participative study was conducted, involving semistructured interviews (face-to-face and online) with 10 sexual and gender minority individuals experiencing SAD symptoms. Telephone interviews were conducted with 10 health care professionals (HCPs). This study was part of a participatory project, emphasizing cooperation with the LGBTQIA+ community. Data were analyzed through a deductive-inductive content analysis to derive categories of needs and expectations relevant for the development of an e-mental health intervention. RESULTS: Participants expressed a strong desire for the intervention to be inclusive, validating, and sensitive to the unique challenges faced by LGBTQIA+ people. Key themes included the need for information on the relationship between being queer and mental health; representation through case stories; psychoeducation; and exercises tailored to address minority stress, identity affirmation, and coping strategies. HCPs emphasized the importance of addressing the coming-out process, managing rejection, fostering self-acceptance, and including content on minority stress and its impact on mental health. Results of both interview groups highlighted the need for direct interaction with therapists or peer support, including both synchronous and asynchronous elements (eg, video calls and chat) based on nonheteronormative, sensitive therapeutic support, for example, avoiding preassumptions, using sensitive language, and reflecting possible trigger points. CONCLUSIONS: This study underscores the need for e-mental health interventions tailored to a queer-sensitive and participatory approach. Interventions should incorporate comprehensive psychoeducation, interactive elements, content reflecting the lived experiences of LGBTQIA+ individuals with SAD symptoms, and the possibility to connect and exchange experiences with others facing similar challenges. Engaging with both LGBTQIA+ people and HCPs in the development process is essential to ensure the intervention's relevance, effectiveness, and acceptability.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.015
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.079

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.017
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.004
Scholarly communication0.0020.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.116
GPT teacher head0.544
Teacher spread0.429 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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