Sex as Boys’ Fame, But Girls’ Shame: Adversarial Adolescent Gender Roles and Gender-based Violence in Guyana
Bibliographic record
Abstract
Gender-based violence (GBV) is a significant issue for youth in Guyana, particularly among young women. Yet, discussions about sex, dating, and violence rarely occur at the community level. To understand the heightened risk for GBV with youth in Guyana, we utilized a critical qualitative design to explore adolescent dating violence with adolescents (14–16 years old), parents, and school officials in a public secondary school in Guyana. In total, 36 racially and religiously diverse participants from low to middle-income households participated in focus groups ( n = 30) and interviews ( n = 6). Discussions centered on dating in adolescence; community awareness of dating violence; gender, racialization, and class in relation to dating violence; and dating violence prevention in schools and family settings. Our results revealed that heteronormative, adversarial gender roles in Guyana are enacted in adolescent relationships in ways that contribute to violence. Two important factors emerged in relation to femininity: female respectability related to sexuality; and the relationship between clothing, sexuality, and social class. Masculinity for adolescent boys was centered on reproducing normative assumptions about femininity and explaining the use of violence through pathologizing race. Participants were also asked to identify gender roles that adolescent boys and girls should embody in relationships, which revealed possibilities for overcoming adversarial roles in relationships. We propose that adolescent GBV prevention initiatives consider long-standing and deeply embedded ideas within gender norms that are connected to sexuality, class, and race. Without accounting for these systemic factors, GBV prevention initiatives and programs may inadvertently perpetuate traditional definitions of masculinity and femininity that contribute to violence.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".