Examining the immediate and enduring psychological impact of street harassment on women’s mental health
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Purpose Many women report experiences of street harassment during their lifetime. Previous quantitative survey research has shown the variety of ways in which this type of harassment can impact upon a victim’s life, including restricting their freedom of movement and fear of further victimisation. The purpose of this study is understand the immediate and enduring psychological impact of street harassment on female victim-survivors. Design/methodology/approach The present study aims to explore, qualitatively, women’s experiences of street harassment through thematic analysis of on 35 online blog posts. Data were collected from the “Stop Street Harassment” website, where women are invited to share their experiences anonymously. Findings Three main themes were generated from the data. First was the age at which women began to experience street harassment, with recurring early incidents during formative childhood years. Second was the impact that experiences had on their mental health and psychological well-being with feelings of shame, fear, self-loathing, as well as decreased self-esteem and confidence experienced in the immediate aftermath – though the longer-term negative emotions reported were enduring feelings of anger alongside a constant state of anxiety from feelings of vulnerability to further victimisation. The final theme was the modification of behaviour after experiencing street harassment where women choose to avoid walking alone on the streets or consciously changed their clothing choices, to avoid being harassed. Originality/value This study offers a further qualitative insight into the real-life experience and psychological consequences of street harassment upon survivors’ mental health.
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.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it