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Record W4367628037 · doi:10.32920/22726685.v1

If you teach them, they will come: providers' reactions to incorporating pleasure into youth sexual education

2023· preprint· en· W4367628037 on OpenAlexafffundabout
Emily van der Meulen, Vanessa Oliver, June Larkin, Sarah Flicker

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsYork UniversityUniversity of TorontoMount Allison UniversityToronto Metropolitan University
FundersCanadian Institutes of Health ResearchOntario HIV Treatment Network
KeywordsPleasureCurriculumHuman sexualityPsychologyFocus groupSocial psychologyGender studiesSociologyPedagogy

Abstract

fetched live from OpenAlex

Objectives: Sexual pleasure and satisfaction are integral components of the human sexual experience, yet these crucial aspects of sexuality are rarely placed on sexual education agendas. The objective of this paper is to explore the ways in which various groups of Service Providers (SPs) participating in the Toronto Teen Survey (TTS) understand the role of pleasure in sexual education for youth, highlighting the challenges and benefits of teaching pleasure in diverse settings. Methods: The TTS employed a community-based research (CBR) methodology. Between December 2006 and August 2007, 1,216 surveys were collected from youth in over 90 different community-based settings across Toronto by youth peer researchers. In 2008, 13 follow-up focus groups were conducted with 80 service providers from 55 different agencies around the Greater Toronto Area. All transcripts were input into qualitative data management software, NVIVO. Coding and analysis of data employed the constant comparative method. Results: SPs had a number of competing opinions about the inclusion of pleasure in sexual health education and programming. These concerns can be divided into three major areas: placing pleasure on the agenda; the role of gender in pleasure education; and the appropriate spaces and professionals to execute a pleasure-informed curriculum. Conclusion: Access to resources, training and personal background determine SPs' willingness and ability to engage in the pedagogy of sexual pleasure. Medically trained clinicians were less likely to see themselves as candidates for instructing youth on issues of pleasure, believing that public health and health promotion professionals were more adequately trained and organizationally situated to deliver those services.

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)0.010
metaresearch head score (Gemma)0.021
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 score0.042
Threshold uncertainty score0.083

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.021
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0060.005
Scholarly communication0.0040.002
Open science0.0010.006
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0040.000

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 head0.173
GPT teacher head0.439
Teacher spread0.265 · 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
Published2023
Admission routes3
Has abstractyes

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