Development and validation of a prediction tool for reoffending risk in domestic violence

R Yu, Y Molero, P Lichtenstein, H Larsson…�- JAMA network�…, 2023 - jamanetwork.com
… models for these reoffending outcomes using national registers across sociodemographic,
criminological, and mental health factors, which were based on predictors that were routinely …

[HTML][HTML] Harnessing machine learning in tackling domestic Violence—An integrative review

V Hui, RE Constantino, YJ Lee�- …�research and public health, 2023 - mdpi.com
… As DV victims have higher odds of mental health disorders [55], extracting wordings and
features for mental or emotional health prediction is reasonable because ML allows researchers …

Childhood abuse and neglect, exposure to domestic violence and sibling violence: profiles and associations with sociodemographic variables and mental health�…

K Sharratt, SJ Mason, G Kirkman…�- …�violence, 2023 - journals.sagepub.com
… class (10.5%) and a maltreatment and domestic violence class (11.2… domestic violence
class, emotional abuse and neglect class and especially the maltreatment and domestic violence

[HTML][HTML] Exploring factors influencing domestic violence: a comprehensive study on intrafamily dynamics

C Lanchimba, JP D�az-S�nchez, F Velasco�- Frontiers in psychiatry, 2023 - frontiersin.org
domestic violence by highlighting the distinct influence of household factors within the
context of a global health … The Quantile Regression model provides predictions of a specific …

[HTML][HTML] Childhood predictors of adult intimate partner violence perpetration and victimization

A Curtis, T Harries, B Pizzirani, S Hyder…�- …�of family violence, 2023 - Springer
predictors of domestic violence perpetration and victimization. This review adopted the term
‘Intimate Partner Violence (… review identified the role of mental health, noting that depressive …

[HTML][HTML] Prevalence, pattern and predictors of intimate partner violence amongst female undergraduates in Abia State, Nigeria; public health implications

F Odini, C Amuzie, KU Kalu, U Nwamoh…�- …�women's health, 2024 - Springer
… This study reported that females who witnessed domestic violence as children were over 3
times more likely to experience IPV later in life. This is congruent with the finding from Ibadan …

[HTML][HTML] Domestic violence risk prediction in Iran using a machine learning approach by analyzing Persian textual content in social media

M Salehi, S Ghahari, M Hosseinzadeh, L Ghalichi�- Heliyon, 2023 - cell.com
… machine learning method in the background of studies relating to domestic violence in
Iran. … learning in the field of mental health, particularly domestic violence in Iran, is probably …

[HTML][HTML] A comparative study of machine learning algorithms for predicting domestic violence vulnerability in Liberian women

R Rahman, MNA Khan, SS Sara, MA Rahman…�- …�women's health, 2023 - Springer
… their efficacy in predictive modeling. Our objective is to determine the most proficient
predictive model for our study, which focuses on forecasting domestic violence among Liberian …

[HTML][HTML] Investigating the Relationship Between Structural Determinants of Health and Domestic Violence Against Pregnant Women Based on the World Health�…

S Roozbahani, M Dolatian, Z Mahmoodi…�- Iranian Journal of�…, 2023 - brieflands.com
… % of the variance in domestic violence, respectively. Certain … health acted as protective
factors against domestic violence toward pregnant women, as the possibility of domestic violence

[HTML][HTML] Spatial distribution and predictors of lifetime experience of intimate partner violence among women in South Africa

OA Bolarinwa, ZT Tessema, J Okyere…�- …�global public health, 2023 - journals.plos.org
… spatial distribution and predictors of intimate partner violence. … distribution and predictors of
intimate partner violence in South … domestic violence module related to the number of violent