A model of sex offender registration, monitoring, and risk management. This research will investigate the ways in which sexual offenders are managed in the community and identify the most effective means of preventing further offending, thereby promoting community safety.
View and shape invariant modeling of human actions for smart surveillance. This project aims to enable surveillance cameras to interpret videos and detect unexpected activity in real time. Existing surveillance cameras are unable to interpret videos. Because most are not monitored in real time, they play no role in improving security response time. The project plans to develop algorithms to detect actions from any camera viewpoint in continuous videos, a capability that is imperative for smart s ....View and shape invariant modeling of human actions for smart surveillance. This project aims to enable surveillance cameras to interpret videos and detect unexpected activity in real time. Existing surveillance cameras are unable to interpret videos. Because most are not monitored in real time, they play no role in improving security response time. The project plans to develop algorithms to detect actions from any camera viewpoint in continuous videos, a capability that is imperative for smart surveillance yet missing in current techniques. This would improve security and safety response time to events that need immediate attention, such as crimes and medical emergencies, and offer autonomous aids to elderly care, smart homes, child minding, patient monitoring and post-trauma rehabilitation.Read moreRead less
Lifting the burden of imprisonment: Creating safer and stronger communities. This project aims to identify how a reduction in imprisonment rates could benefit Australian communities and enhance their safety and wellbeing. It will link a range of statistical data sources on imprisonment, crime and community wellbeing. We will, for the first time, comprehensively demonstrate the impact of imprisonment on individuals and communities in Australia and beyond. Expected outcomes of this project include ....Lifting the burden of imprisonment: Creating safer and stronger communities. This project aims to identify how a reduction in imprisonment rates could benefit Australian communities and enhance their safety and wellbeing. It will link a range of statistical data sources on imprisonment, crime and community wellbeing. We will, for the first time, comprehensively demonstrate the impact of imprisonment on individuals and communities in Australia and beyond. Expected outcomes of this project include expansion and innovation of coercive mobility theory, novel integration of data, and a forecasting tool to assess the impact of imprisonment reduction on communities. This evidence will assist advocacy groups and policy makers seeking to address Australia’s burgeoning imprisonment rate.Read moreRead less
Identifying novel, health-related predictors of recidivism: Informing evidence-based throughcare. Throughcare is a policy priority for correctional authorities in Australia, however the evidence base to inform policy is limited. Using innovative modelling techniques and unique data from a large, representative cohort of ex-prisoners in Queensland, this study will: identify novel, health-related predictors of recidivism in the first two years after release from adult custody; examine the extent t ....Identifying novel, health-related predictors of recidivism: Informing evidence-based throughcare. Throughcare is a policy priority for correctional authorities in Australia, however the evidence base to inform policy is limited. Using innovative modelling techniques and unique data from a large, representative cohort of ex-prisoners in Queensland, this study will: identify novel, health-related predictors of recidivism in the first two years after release from adult custody; examine the extent to which risk and protective factors for recidivism vary over time and according to individual characteristics; and, provide evidence-based recommendations to improve throughcare interventions and reduce recidivism.Read moreRead less
Examining the impact of remand and the utility of bail risk assessments. Australia has experienced soaring incarceration rates, driven by the pre-trial detention of unsentenced people pending trial, not by rising crime rates. The decision to remand a person into custody pending trial has implications for public safety and individual rights. Although the impact of remand has gained increasing importance given adverse coronial findings, no studies have examined the mental health and justice impact ....Examining the impact of remand and the utility of bail risk assessments. Australia has experienced soaring incarceration rates, driven by the pre-trial detention of unsentenced people pending trial, not by rising crime rates. The decision to remand a person into custody pending trial has implications for public safety and individual rights. Although the impact of remand has gained increasing importance given adverse coronial findings, no studies have examined the mental health and justice impacts of remand. This project seeks to examine the effect of remand on future crime, justice outcomes, and mental health outcomes. This project will also examine the factors associated with bail decisions and develop mathematical models designed to accurately forecast bail release outcomes and reduce demographic disparities. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190101276
Funder
Australian Research Council
Funding Amount
$326,150.00
Summary
Breaking patterns of violence to prevent family homicide. This project aims to quantify the relationship and interdependencies between risk factors and service utilisation among family homicide victims and offenders. These will be identified from an analysis of criminal justice and Coroners’ data on family homicide using Bayesian networks. This innovative approach will produce a model to predict the probability of a lethal outcome, and enable resources to be targeted for interventions to parties ....Breaking patterns of violence to prevent family homicide. This project aims to quantify the relationship and interdependencies between risk factors and service utilisation among family homicide victims and offenders. These will be identified from an analysis of criminal justice and Coroners’ data on family homicide using Bayesian networks. This innovative approach will produce a model to predict the probability of a lethal outcome, and enable resources to be targeted for interventions to parties identified as high risk prior to escalation that could lead to death. The knowledge from this project will help save the lives of victims, change the life course of offenders and reduce exposure to violence by other family members to break intergenerational patterns of family violence.Read moreRead less
What works, what doesn't, and what is promising for preventing sexual violence and abuse: the effectiveness of situational prevention. The costs of sexual violence and abuse are enormous and involve immediate and long-term negative effects for the life of victims, families and the society. This project will investigate and provide critical evidence-based knowledge on the effectiveness of situational prevention measures.
Avoiding community backlash in the fight against terrorism . This project examines the willingness of diverse minority groups to cooperate in counter-terrorism initiatives and how fair procedures and perceptions of the law shape attitudes towards counter-terrorism policing. Outcomes will provide insights into how public cooperation in counter-terrorism can be enhanced.
Linked Lives: Antisocial Behaviour Across Three Generations. Antisocial behaviour involves about 10 per cent of children and/or adolescents. It has a substantial impact on many life outcomes including education, employment, family life, and offending. The costs of providing services to an antisocial child are 10 times higher than other children. Antisocial offspring are often children of antisocial parents and grandparents. The proposed project aims to assess antisocial behaviour transmitted acr ....Linked Lives: Antisocial Behaviour Across Three Generations. Antisocial behaviour involves about 10 per cent of children and/or adolescents. It has a substantial impact on many life outcomes including education, employment, family life, and offending. The costs of providing services to an antisocial child are 10 times higher than other children. Antisocial offspring are often children of antisocial parents and grandparents. The proposed project aims to assess antisocial behaviour transmitted across three generations, to document the predictors of this intergenerational transmission, and to describe how antisocial behaviour is changing over generations. This project aims to provide data to enable a more focussed delivery of services to antisocial families.Read moreRead less
Understanding and preventing youth sexual violence and abuse: an investigation of offender development, offending onset, and progression. Youth sexual violence and abuse poses serious threats to the health and well-being of Australian women and children. This project will investigate the development, onset and progression of youth sexual violence and abuse, and thereby contribute to its management and prevention.