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6 May 2026 Prevention Science (Springer) Peer-reviewed

Detecting Patterns of Intimate Partner Violence Using Qualitative Analyses and Machine Learning Algorithms

Analyses 400 posts from women on intimate-partner-violence online forums using qualitative content analysis plus supervised text classification and unsupervised topic modelling. Classifies IPV subtypes and surfaces contextual patterns less visible in manual coding.