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Social scripts of violence among adolescent girls and young women in Zambia: Exploring how gender norms and social expectations are activated in the aftermath of violence

2024· article· en· W4400724844 on OpenAlexfundno aff
Christina A. Laurenzi, Chanda Mwamba, Chuma Busakhwe, Chipo Mutambo, Eugene Mupakile, Elona Toska

Bibliographic record

VenueSocial Science & Medicine · 2024
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsnot available
FundersGrand Challenges CanadaGlobal Challenges Research FundOak Foundation
KeywordsFocus groupGender studiesDomestic violencePoison controlSociologyPsychologySocial psychologySuicide preventionDevelopmental psychologyMedicine

Abstract

fetched live from OpenAlex

Adolescent girls and young women ages 15-24 experience high rates of gender-based violence (GBV), underpinned by gender and social norms that shape their transitions to adulthood. For interventions that seek to leverage and build on existing infrastructure for health service provision, it is important to understand how gender norms operate in the background and how they shape service engagement or non-engagement. In formative work for our project, Screen & Support, outside of Lusaka, Zambia, we engaged in community conversations with adolescent girls and young women to understand common types and experiences of violence, perceptions of what causes violence, and pathways to post-violence service access. This manuscript explores emerging findings surrounding social and gender norms. We engaged n = 12 adolescent girls and young women ages 15-24, including survivors of GBV, young women living with HIV, and young married women in separate conversations conducted in a mix of Nyanja, Bemba, and English. Arts-based activities accompanied guided focus group discussions. Translated transcripts were coded and thematically analysed by two authors using Dedoose software. Key themes emerged around two major themes-understanding the norms underpinning violence, and observing how these norms were activated in the aftermath of violence. Sub-themes focused on power differentials supporting violence, social expectations and community-enacted sanctions, and understanding dominant norms and assumptions. Considering what unfolded in the aftermath of violence, young women participants considered key reference groups upholding norms, explored the contexts where norms may be contested or become more complicated, and described how accepting silence was a common means of closure. We discuss the implications of these findings for programme design, delivery, and evaluation, as well as the potential, and roadmap, for shifting norms that negative affect adolescent girls and young women.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.297
Threshold uncertainty score0.819

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.145
GPT teacher head0.419
Teacher spread0.273 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations8
Published2024
Admission routes1
Has abstractyes

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