Prevalence of mental illnesses in domestic violence police records : (Record no. 7014)
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000 -LEADER | |
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fixed length control field | 03550nab a22004097a 4500 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20250625151544.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 210219s2020 ||||| |||| 00| 0 eng d |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | AFVC |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Karystianis, George |
9 (RLIN) | 9732 |
245 ## - TITLE STATEMENT | |
Title | Prevalence of mental illnesses in domestic violence police records : |
Remainder of title | text mining study |
Statement of responsibility, etc | George Karystianis, Annabeth Simpson, Armita Adily, Peter Schofield, David Greenberg, Handan Wand, Goran Nenadic and Tony Butler |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Name of publisher, distributor, etc | JMIR Publications, |
Date of publication, distribution, etc | 2020 |
500 ## - GENERAL NOTE | |
General note | Journal of Medical Internet Research, 2020, 22:12, 16 pages (Open access) |
520 ## - SUMMARY, ETC. | |
Summary, etc | Background: The New South Wales Police Force (NSWPF) records details of significant numbers of domestic violence (DV)events they attend each year as both structured quantitative data and unstructured free text. Accessing information contained in the free text such as the victim’s and persons of interest (POI's) mental health status could be useful in the better management of DV events attended by the police and thus improve health, justice, and social outcomes. Objective: The aim of this study is to present the prevalence of extracted mental illness mentions for POIs and victims in police-recorded DV events. Methods: We applied a knowledge-driven text mining method to recognize mental illness mentions for victims and POIs from police-recorded DV events. Results: In 416,441 police-recorded DV events with single POIs and single victims, we identified 64,587 events (15.51%) with at least one mental illness mention versus 4295 (1.03%) recorded in the structured fixed fields. Two-thirds (67,582/85,880,78.69%) of mental illnesses were associated with POIs versus 21.30% (18,298/85,880) with victims; depression was the most common condition in both victims (2822/12,589, 22.42%) and POIs (7496/39,269, 19.01%). Mental illnesses were most common among POIs aged 0-14 years (623/1612, 38.65%) and in victims aged over 65 years (1227/22,873, 5.36%).Conclusions: A wealth of mental illness information exists within police-recorded DV events that can be extracted using text mining. The results showed mood-related illnesses were the most common in both victims and POIs. Further investigation is required to determine the reliability of the mental illness mentions against sources of diagnostic information. (Authors' abstract). Read a summary of this article and related research in The Conversation (1 February 2021), written by George Karystianis and Tony Butler. Record #7014 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | DATA ANALYSIS |
9 (RLIN) | 181 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | DOMESTIC VIOLENCE |
9 (RLIN) | 203 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | INTIMATE PARTNER VIOLENCE |
9 (RLIN) | 431 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | MENTAL HEALTH |
9 (RLIN) | 377 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
9 (RLIN) | 380 |
Topical term or geographic name as entry element | MENTAL ILLNESS |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | PERPETRATORS |
9 (RLIN) | 2644 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | POLICE |
9 (RLIN) | 444 |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | RISK FACTORS |
9 (RLIN) | 505 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | VICTIMS OF DOMESTIC VIOLENCE |
9 (RLIN) | 624 |
651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME | |
Geographic name | INTERNATIONAL |
9 (RLIN) | 3624 |
651 #4 - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME | |
Geographic name | AUSTRALIA |
9 (RLIN) | 2597 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Simpson, Annabeth |
9 (RLIN) | 9733 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Daily, Armita |
9 (RLIN) | 9734 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Schofield, Peter |
9 (RLIN) | 9735 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Greenberg, David |
9 (RLIN) | 9736 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Wand, Handan |
9 (RLIN) | 9737 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Nenadic, Goran |
9 (RLIN) | 9738 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Butler, Tony |
9 (RLIN) | 9739 |
773 0# - HOST ITEM ENTRY | |
Title | Journal of Medical Internet Research, 2020, 22:12, 16 pages (Open access) |
830 ## - SERIES ADDED ENTRY--UNIFORM TITLE | |
Uniform title | Journal of Medical Internet Research |
9 (RLIN) | 6599 |
856 ## - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | <a href="https://www.jmir.org/2020/12/e23725/">https://www.jmir.org/2020/12/e23725/</a> |
856 ## - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | <a href="https://theconversation.com/we-analysed-almost-500-000-police-reports-of-domestic-violence-mental-health-was-an-issue-153649">https://theconversation.com/we-analysed-almost-500-000-police-reports-of-domestic-violence-mental-health-was-an-issue-153649</a> |
Public note | The Conversation, 1 February 2021 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | Journal article |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
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Dewey Decimal Classification | Vine library | Vine library | 19/02/2021 | Online | ON21020008 | 19/02/2021 | 19/02/2021 | Access online |