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Record W4206502598 · doi:10.2196/preprints.32232

What victims tell us about their sexual assault offenders: age, sex, victim-offender relationships, and type of threats (Preprint)

2021· preprint· en· W4206502598 on OpenAlexaboutno aff
Ali M AL-Asadi

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicSexual Assault and Victimization Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSexual assaultPsychologyIntervention (counseling)PsychiatryMedicineClinical psychologySuicide preventionDemographyPoison controlMedical emergency

Abstract

fetched live from OpenAlex

<sec> <title>BACKGROUND</title> Sexual assault perpetrated mostly by males against mostly females is a serious crime that seems to remain relatively stable when other crimes have significantly declined. Many factors are involved in sexual assaults. Undertaking these factors and their relationships with one another is essential to designing and providing more efficient and empirically-based preventative and intervention programs. </sec> <sec> <title>OBJECTIVE</title> The purpose of this study was to examine and analyze what victims of one sexual assault who sought therapy tell us about their sex, age at which they were assaulted, the sex and age of the perpetrator, the relationship with the perpetrator, and the type of threats used to gain their compliance. </sec> <sec> <title>METHODS</title> Therapists at eight sexual assault centers around the province of Alberta, Canada, completed a questionnaire on each of their clients over seven years. A total of 1525 participants, of which 1417 (92.92%) were female, and 108 (7.08%) were male victims of one sexual assault, were included in this study. Descriptive analyses were carried out on the six variables of concern in this study. </sec> <sec> <title>RESULTS</title> Female victims sought therapy by a ratio of 13:1 relative to male victims of one sexual assault. Victims seeking therapy reported that they were sexually assaulted by 1492 male and 33 female perpetrators, a 45:1 male to female ratio. Most female perpetrators (42.2%) were aged 30 years and older, followed by 39.4% aged 1-17 years. Most male perpetrators (46.2%) were aged 18-29 years, followed by 30.6% aged 30 and older. Perpetrators sexually offended mostly against their aged counterpart victims except for those aged 30 and older, who were involved in more cases of one sexual assault against a person in every age group. Over 90% of assaults were committed by a person known to the victim—acquaintances, friends, and dates comprised over 50%, and strangers 12.9% of cases. At 51.5%, physical force was the most common type of threat used by all perpetrators, followed by drugs and alcohol (13.2%), bribes and promises (11.5%), using weapons or threats of a weapon (9.2%). </sec> <sec> <title>CONCLUSIONS</title> Female victims of sexual assault seek help more readily than males. The majority of victims of sexual assault are females, whereas the overwhelming majority of perpetrators are males. In addition, perpetrators of sexual assaults are mostly known to the victims and have some relationship. Finally, physical force is the threat used most often to gain victims' compliance. </sec>

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.340
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.147
GPT teacher head0.368
Teacher spread0.220 · 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.

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
Published2021
Admission routes1
Has abstractyes

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