Mental Illness Concordance Between Hospital Clinical Records and Mentions in Domestic Violence Police Narratives: Data Linkage Study.
George KarystianisRina Carines CabralArmita AdilyWilson LukmanjayaPeter R SchofieldIain Edward BuchanGoran NenadicTony Gerard ButlerPublished in: JMIR formative research (2022)
Our findings suggest that current surveillance systems used to report on domestic violence may be enhanced by accessing rich information (ie, mental illness) contained in police text narratives, made available for both POIs and victims through the application of text mining. Additional insights can be gained by linkage to other health and welfare data collections.
Keyphrases
- mental illness
- mental health
- electronic health record
- public health
- healthcare
- big data
- smoking cessation
- genome wide
- hiv testing
- health information
- intimate partner violence
- machine learning
- emergency department
- men who have sex with men
- gene expression
- acute care
- social media
- risk assessment
- health promotion
- hepatitis c virus
- human health