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AI-Enabled First-Response Support After Sexual and Gender-Based Violence: A PRISMA-ScR Scoping Review
Paolo Bailo1, Chiara Carsana2, Maria Garreffa2
1Section of Legal Medicine, School of Law, University of Camerino, 62032 Camerino, Italy.
Artificial intelligence (AI) shows promise for supporting survivors of sexual and gender-based violence (GBV). However, current evidence is early-stage, lacking robust evaluation of effectiveness and safety in real-world service integration.
Area of Science:
- Digital Health
- Human-Computer Interaction
- Public Health
Background:
- Artificial intelligence (AI) is increasingly proposed to aid survivors of sexual and gender-based violence (GBV).
- Applications span crisis hotlines, legal tools, and healthcare pathways.
- The evidence base for AI in GBV support requires further investigation regarding scope, maturity, and evaluation.
Purpose of the Study:
- To map the application domains of AI in early support for GBV survivors.
- To assess the evaluative maturity of the existing evidence base.
- To identify implementation and safety gaps in AI-driven GBV support.
Main Methods:
- A scoping review was conducted following PRISMA-ScR guidelines.
- A Population-Concept-Context framework focused on AI-enabled first response and early support.
- Searches were performed across multiple databases, including specialized technical libraries.
Main Results:
- 27 sources of evidence were included, covering diverse AI applications like conversational support, triage, and legal routing.
- Most studies reported technical performance, usability, or acceptability.
- No workflow-integrated evaluations were identified; effectiveness, service uptake, and adverse events were rarely reported.
Conclusions:
- The evidence for AI in GBV support is heterogeneous and early-stage.
- Limited data exists on service-integrated effectiveness and safety.
- Key concerns include escalation, accountability, equity, data safety, and human handover, highlighting priorities for future research.
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