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P31 Young people’s sexual wellbeing: developing a conceptual model using qualitative methods

2024· article· en· W4401903839 on OpenAlexaff
B Turner, Raquel Bosó Pérez, Rhiannon Lewis, Chris Bonell, J. Dennis Fortenberry, Elizabeth McDermott, Sally McManus, Leonard O’Sullivan, Michãel Palmer, Kirstin Mitchell

Bibliographic record

VenueSSM Annual Scientific Meeting · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicResearch in Social Sciences
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsConceptual modelQualitative researchComputer scienceSociologySocial scienceDatabase

Abstract

fetched live from OpenAlex

<h3>Background</h3> Adolescence is usually a period of normal and healthy sexuality development marked by experimentation and identity formation, but can also involve challenging experiences, particularly for sexual/gender minoritised young people. The concept of sexual wellbeing is useful in clarifying the links between sexuality and mental wellbeing, recognising that psychosocial issues like shame, stigma and trauma affect both sexuality and mental health. Sexual wellbeing demands focus beyond skills and competences to prevent risk of STIs and unintended pregnancy. Our conceptual model of young people’s sexual wellbeing takes a developmental perspective based on an existing model for adults which defines sexual wellbeing as <i>‘feeling safe, secure, respected, comfortable, and confident in relation to sexuality, and able to work through change, challenges, and negative past experiences’.</i> It recognises that sexual wellbeing is influenced by environments, including family, peers, education, the health system, laws, and cultural values. <h3>Methods</h3> We conducted seven agenda-setting workshops with 28 young people aged 14 to 23 (mix of genders and sexual identities); 4 parents/carers; and 11 mental health researchers/practitioners. These workshops helped identify priority topics on links between adolescent sexuality and mental health. In March/April 2024 we will conduct six model-building workshops and 10 cognitive interviews with young people aged 14 to 19 years, to develop and refine a conceptual model and draft items for a corresponding measure. <h3>Results</h3> Agenda-setting workshops highlighted the following priorities among young people aged 14-23: body confidence; sexual pressures and expectations; confidence in own identities; access to community support; sexual shame; emotional impacts of first/previous experiences; expressing desires; and establishing boundaries. Our planned model-building workshops will uncover young people’s descriptions of ‘feeling good/feeling bad’ in the context of common developmental sexual experiences (e.g., from puberty, to exploring identity, learning about sex, exploratory activities, intended and unintended exposures to sexual content). Discussions will be structured around domains from an existing conceptual model for adults (rights and respect; self-esteem; comfort; safety; autonomy; self-efficacy; resources for support). In the final three workshops, we will co-produce a long-list of measure items to assess key issues. Ten cognitive interviews will probe comprehension, acceptability and appropriateness of terminology. We will present the draft model and highlight exemplar items. <h3>Conclusion</h3> The conceptual model and corresponding tools emerging from this integrated work with groups of young people is expected to contribute to a meaningful and dramatic shift in the ways that we understand sexual wellbeing, respectful of the many complexities that adolescents’ lives represent.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.039
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.110
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0390.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.004
Science and technology studies0.0050.004
Scholarly communication0.0030.002
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.245
GPT teacher head0.538
Teacher spread0.293 · 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; both teacher heads agree on what is shown here.

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".

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Citations0
Published2024
Admission routes1
Has abstractyes

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