Improving the performance of Australian social insurance schemes. Applying methods from computational social science, this project aims to develop a novel, multi-level modeling framework to assist transport injury, workplace injury and disability insurance schemes consistently achieve and maintain standards of high performance as recognised by international benchmarks. By creating a virtual laboratory for policy-makers and scheme managers, it expects to generate a comprehensive understanding of ....Improving the performance of Australian social insurance schemes. Applying methods from computational social science, this project aims to develop a novel, multi-level modeling framework to assist transport injury, workplace injury and disability insurance schemes consistently achieve and maintain standards of high performance as recognised by international benchmarks. By creating a virtual laboratory for policy-makers and scheme managers, it expects to generate a comprehensive understanding of mechanisms driving insurance scheme performance, enabling comparison of anticipated outcomes in response to legislative changes, policy changes and management decisions. The project aims to help schemes avoid human and financial failure, benefitting people with injuries and disabilities while reducing scheme costs.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100168
Funder
Australian Research Council
Funding Amount
$413,847.00
Summary
Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features w ....Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features will then be used to characterise the morphological and functional changes, which provide opportunities to increase understanding of progression of diseases of individual subject. The outcome from this project will provide new insights into system biology with potential future benefits in healthcare.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101466
Funder
Australian Research Council
Funding Amount
$442,723.00
Summary
Violent offenders in the night-time economy: Building the evidence. Alcohol-related violence in entertainment precincts is a significant community safety problem. This project aims to improve knowledge on individuals that are violent in entertainment precincts. It is expected to be the first study globally to use linked data to develop multi-system informed offending trajectories of violent offenders in these settings, examine the impact of patrons bans on offending trajectories, and apply situa ....Violent offenders in the night-time economy: Building the evidence. Alcohol-related violence in entertainment precincts is a significant community safety problem. This project aims to improve knowledge on individuals that are violent in entertainment precincts. It is expected to be the first study globally to use linked data to develop multi-system informed offending trajectories of violent offenders in these settings, examine the impact of patrons bans on offending trajectories, and apply situational action theory to alcohol-related violence. Results are expected to inform a critical knowledge gap and assist in the development of targeted violence preventive responses which reduce harm and make communities safer.Read moreRead less
Supporting dynamic multidimensional entrepreneurial resilience in Australia. This project aims to model entrepreneurial resilience, its formation and its influence on how creative transformation occurs, and whether ex ante adaptive capacity is in turn enhanced by having mastered crises. The project proposes a theoretical model to holistically measure resilience across the life course. Using longitudinal data for self-employed individuals in Australia the project analyses the impact of crisis and ....Supporting dynamic multidimensional entrepreneurial resilience in Australia. This project aims to model entrepreneurial resilience, its formation and its influence on how creative transformation occurs, and whether ex ante adaptive capacity is in turn enhanced by having mastered crises. The project proposes a theoretical model to holistically measure resilience across the life course. Using longitudinal data for self-employed individuals in Australia the project analyses the impact of crisis and economic policy on entrepreneur’s behaviour and SMEs entry exit decisions. The project informs policy making through employing discrete choice experiments to elicit entrepreneur’s preferences for government policy and support post crisis. Read moreRead less
Analysing and disrupting outlaw motorcycle gangs in Australia. This project aims to reveal the structure and social dynamics of co-offending networks by OMCGs in Australia. Outlaw motorcycle gangs (OMCGs) cause significant social and economic harm in Australia and internationally. The project will generate new knowledge about OMCG co-offending using an innovative multimethod approach combining social network analysis with interviews and focus groups. Expected outcomes include a deeper understand ....Analysing and disrupting outlaw motorcycle gangs in Australia. This project aims to reveal the structure and social dynamics of co-offending networks by OMCGs in Australia. Outlaw motorcycle gangs (OMCGs) cause significant social and economic harm in Australia and internationally. The project will generate new knowledge about OMCG co-offending using an innovative multimethod approach combining social network analysis with interviews and focus groups. Expected outcomes include a deeper understanding of OMCG criminal activity across Australia and refined theory development about co-offending in criminal groups. The project will lead to improved policy, legislation and policing practice to prevent OMCG crime and dismantle OMCG criminal networks in more cost-effective ways.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100359
Funder
Australian Research Council
Funding Amount
$420,960.00
Summary
Preventing crime in public spaces: everyday guardianship & territoriality . Safe public spaces are the cornerstone of liveable cities. Everyday users of public spaces are vital crime prevention guardians because they are frequently present in the absence of formal regulators like police. This project will investigate factors that enhance active guardianship and facilitate crime prevention in public spaces. It aims to generate new knowledge on the extent to which everyday users of public spaces d ....Preventing crime in public spaces: everyday guardianship & territoriality . Safe public spaces are the cornerstone of liveable cities. Everyday users of public spaces are vital crime prevention guardians because they are frequently present in the absence of formal regulators like police. This project will investigate factors that enhance active guardianship and facilitate crime prevention in public spaces. It aims to generate new knowledge on the extent to which everyday users of public spaces develop a sense of territorial control leading to conscious monitoring of public spaces and intervention in social problems. The project aims to inform crime prevention strategies that facilitate active guardianship leading to less crime, reduced fear of crime and enhanced opportunities for pro-social use of public spaces. Read moreRead less
Understanding the emerging threat of conspiracy-fuelled extremism. This project aims to address the emerging threat of conspiracy-fuelled extremism in Australia. The project expects to produce new knowledge by identifying the unique factors driving this new form of extremism and the social harm it causes. Through three studies, the project will test a new theoretical model of conspiracy-fuelled extremism, will explore the threats and social harms this form of extremism creates, and will develop ....Understanding the emerging threat of conspiracy-fuelled extremism. This project aims to address the emerging threat of conspiracy-fuelled extremism in Australia. The project expects to produce new knowledge by identifying the unique factors driving this new form of extremism and the social harm it causes. Through three studies, the project will test a new theoretical model of conspiracy-fuelled extremism, will explore the threats and social harms this form of extremism creates, and will develop evidence-based insights into how it can be mitigated. The research should produce benefits for Australia by providing policymakers with a risk-assessment tool to identify individuals most 'at-risk' of violent extremism, and by providing knowledge about the services families may require to de-radicalise loved ones.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100080
Funder
Australian Research Council
Funding Amount
$405,321.00
Summary
Harnessing the power of ordinary people to prevent cyber abuse. Cyber abuse is a serious social problem that requires an urgent solution. The project aims to improve our understanding of cyber abuse intervention by ordinary citizens by utilising innovative research methods. The project expects to generate new knowledge about the mechanisms of prevention of cyber abuse victimisation and to produce an evidence-based intervention training program. Expected outcomes of this project include a new the ....Harnessing the power of ordinary people to prevent cyber abuse. Cyber abuse is a serious social problem that requires an urgent solution. The project aims to improve our understanding of cyber abuse intervention by ordinary citizens by utilising innovative research methods. The project expects to generate new knowledge about the mechanisms of prevention of cyber abuse victimisation and to produce an evidence-based intervention training program. Expected outcomes of this project include a new theoretical paradigm as well as evidence-based policy recommendations for preventing cyber abuse. These could provide significant benefits, such as reduced physical, psychological and economic costs associated with victimisation and the burden on the police and criminal justice system.Read moreRead less
Domestic violence disclosure schemes: A national review. In 2014 family violence was declared a national emergency in Australia. In the years since there has been extensive law reform activity. Domestic violence disclosure schemes have emerged within this context as a policy option that may improve safety outcomes for victims. However, there is currently no evidence as to the impact of these schemes and no consultation with victims as to their value. This project aims to generate the evidence re ....Domestic violence disclosure schemes: A national review. In 2014 family violence was declared a national emergency in Australia. In the years since there has been extensive law reform activity. Domestic violence disclosure schemes have emerged within this context as a policy option that may improve safety outcomes for victims. However, there is currently no evidence as to the impact of these schemes and no consultation with victims as to their value. This project aims to generate the evidence required to inform decisions about the introduction of these schemes, to better understand what victim/survivors want from them, and how such schemes can be effectively operationalised. The findings seek to be relevant to all Australian states and territories as well as international jurisdictions.Read moreRead less
Preventing intimate partner homicide. The project aims to develop a framework for an integrated whole systems preventive approach to intimate partner homicide – the most common type of violence against women worldwide and the leading cause of death amongst Australian women aged between 15 and 44. The project will review a decade of intimate partner homicides in Australia to identify points of intervention that might have prevented killings. This knowledge is intended to inform and help develop a ....Preventing intimate partner homicide. The project aims to develop a framework for an integrated whole systems preventive approach to intimate partner homicide – the most common type of violence against women worldwide and the leading cause of death amongst Australian women aged between 15 and 44. The project will review a decade of intimate partner homicides in Australia to identify points of intervention that might have prevented killings. This knowledge is intended to inform and help develop a more risk-sensitive preventive approach to intimate partner homicides in Australia and overseas, enhancing women’s security and preventing their deaths.Read moreRead less