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Domestic Violence in Residential Care Facilities in New South Wales, Australia: A Text Mining Study
- Source :
- The Gerontologist. 62:223-231
- Publication Year :
- 2021
- Publisher :
- Oxford University Press (OUP), 2021.
-
Abstract
- Background and Objectives The police are often the first to attend domestic violence events in New South Wales (NSW), Australia, recording related details as structured information (e.g., date of the event, type of incident, premises type) and text narratives which contain important information (e.g., mental health status, abuse types) for victims and perpetrators. This study examined the characteristics of victims and persons of interest (POIs) suspected and/or charged with perpetrating a domestic violence-related crime in residential care facilities. Research Design and Methods The study employed a text mining method that extracted key information from 700 police-recorded domestic violence events in NSW residential care facilities. Results Victims were mostly female (65.4%) and older adults (median age 80.3). POIs were predominantly male (67.0%) and were younger than the victims (median age 57.0). While low rates of mental illnesses were recorded (29.1% in victims; 17.4% in POIs), “dementia” was the most common condition among POIs (55.7%) and victims (73.0%). “Physical abuse” was the most common abuse type (80.2%) with “bruising” the most common injury (36.8%). The most common relationship between perpetrator and victim was “carer” (76.6%). Discussion and Implications These findings highlight the opportunity provided by police text-based data to offer insights into elder abuse within residential care facilities.
- Subjects :
- Male
Research design
Domestic Violence
medicine.medical_specialty
020205 medical informatics
02 engineering and technology
03 medical and health sciences
0302 clinical medicine
0202 electrical engineering, electronic engineering, information engineering
medicine
Data Mining
Humans
Dementia
Narrative
030212 general & internal medicine
Psychiatry
Crime Victims
Aged
Aged, 80 and over
Australia
General Medicine
Elder abuse
medicine.disease
Mental health
Police
Physical abuse
Meta-analysis
Domestic violence
Female
New South Wales
Geriatrics and Gerontology
Psychology
Gerontology
Subjects
Details
- ISSN :
- 17585341 and 00169013
- Volume :
- 62
- Database :
- OpenAIRE
- Journal :
- The Gerontologist
- Accession number :
- edsair.doi.dedup.....c64400cd1c996a7066c305c9fb0d9c9c
- Full Text :
- https://doi.org/10.1093/geront/gnab068