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Record W4412751657 · doi:10.32920/ihtp.v5i2.2368

Brazilian teenagers’ perspective of sexual education programs in schools: A qualitative participatory study

2025· article· en· W4412751657 on OpenAlexvenueno aff
Adriana Lobo Jucá, Rosana Juliet Silva Monteiro, Daniela Tavares Gontijo

Bibliographic record

VenueInternational Health Trends and Perspectives · 2025
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)Citizen journalismQualitative researchSociologyPedagogySex educationPsychologyGender studiesHuman sexualityPolitical scienceSocial scienceComputer science

Abstract

fetched live from OpenAlex

Evidence points to the worsening of sexual health problems in adolescents due to the lack of sexual education in the family and at school. Sexual education programs with an approach to empowerment, emphasizing gender, rights and their active participation are more effective. This study aims to understand what a school program on sexuality education should be like from the perspective of Brazilian high school adolescents. Qualitative participatory research was operationalized through a Freirean Thematic Investigation, conducted in a public school within a low-income community in the Northeastern region of Brazil. Forty-two high school adolescents, aged between 15 and 18 years, participated throughout the year 2022. The data collected through participant observation and focus groups were analyzed using the Method of Interpreting Meanings. The consequences caused by the scarcity of sexuality education, the lack of dialogue, and the fragility of intergenerational relationships are highlighted. It is reflected that sexuality education is a possible path to transforming reality if initiated in the family environment and continuously extended to the school, with the active participation of adolescents, covering a broad range of contextualized, practical, stimulating topics with gradual complexity, promoted in a relaxed setting, and small groups. A proposal for Critical and Emancipatory Sexuality Education was outlined as an educational action developed by integrating Freirean references, Comprehensive Sexuality Education, and the collective construction of adolescents. A dialogical process of awareness is proposed, to experience safe sexuality in the defense and guarantee of citizenship with a commitment to changing reality towards humanization.

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)0.021
metaresearch head score (Gemma)0.015
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 score0.021
Threshold uncertainty score0.108

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0090.006
Scholarly communication0.0040.003
Open science0.0010.004
Research integrity0.0020.002
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 head0.266
GPT teacher head0.576
Teacher spread0.310 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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