AI for Legal Problem Diagnosis in the Diverse Language of Australians. The number of Australians with unmet legal needs is estimated to be over four million people per year and growing, and free legal assistance is severely under-resourced. A bottleneck for free legal assistance providers is the determination of what (if any) specific legal needs the individual has, to which end this project proposes to develop AI models to semi-automate the process, with particular focus on fairness across user ....AI for Legal Problem Diagnosis in the Diverse Language of Australians. The number of Australians with unmet legal needs is estimated to be over four million people per year and growing, and free legal assistance is severely under-resourced. A bottleneck for free legal assistance providers is the determination of what (if any) specific legal needs the individual has, to which end this project proposes to develop AI models to semi-automate the process, with particular focus on fairness across users of all backgrounds, generalisation from small amounts of curated data, and dynamic interaction with the help-seeker. The project will help deliver legal assistance to some of the most vulnerable members of Australian society, and reinforce Australia's position as a world leader in AI for Law.Read moreRead less
Australian human rights complaints: Litigation, mediation or conciliation. This project will assess the effectiveness of the mechanisms used to resolve human rights complaints in Australia – conciliation, mediation and litigation. It will be the first project to evaluate the effectiveness of these mechanisms in a human rights context. Working with industry partners from the legal sector and four human rights commissions, this project will generate new knowledge on human rights complaints and on ....Australian human rights complaints: Litigation, mediation or conciliation. This project will assess the effectiveness of the mechanisms used to resolve human rights complaints in Australia – conciliation, mediation and litigation. It will be the first project to evaluate the effectiveness of these mechanisms in a human rights context. Working with industry partners from the legal sector and four human rights commissions, this project will generate new knowledge on human rights complaints and on the views of key stakeholders about the effectiveness of the mechanisms used to resolve human rights complaints. This new information will inform legal and policy reform throughout Australia. The expected outcomes include developing a robust evidence-based model for human rights dispute resolution in the Australian context.Read moreRead less
A framework for adapting child interview protocols in complex cases. This project aims to develop–in collaboration with Aboriginal and other industry co-researchers–a ‘how to’ framework for effectively adapting standard child abuse interview protocols to accommodate the complexities that create barriers to disclosure. Complex cases necessitate interview adaption, but it requires systematic guidance and an interdisciplinary, practitioner-driven approach to be effective. This innovative framework ....A framework for adapting child interview protocols in complex cases. This project aims to develop–in collaboration with Aboriginal and other industry co-researchers–a ‘how to’ framework for effectively adapting standard child abuse interview protocols to accommodate the complexities that create barriers to disclosure. Complex cases necessitate interview adaption, but it requires systematic guidance and an interdisciplinary, practitioner-driven approach to be effective. This innovative framework is expected to have long-term benefits for services that support children’s well-being, through improvements in the quality of evidence underpinning decisions. By enhancing interviewer capability, there will also be fewer cases prematurely exiting the justice system before forensic interview or investigation.Read moreRead less
Optimising Digital Compliance Processes in the Financial Services Sector. This project aims to develop a new approach to optimise digital compliance processes in Australian financial services firms. Effective digital compliance is needed to reduce growing regulatory burden and improve compliance with increasingly complex laws. This project expects to deliver new ways to optimise digital compliance that drive innovation and reduce the societal risks of non-compliance for end-users. Expected outco ....Optimising Digital Compliance Processes in the Financial Services Sector. This project aims to develop a new approach to optimise digital compliance processes in Australian financial services firms. Effective digital compliance is needed to reduce growing regulatory burden and improve compliance with increasingly complex laws. This project expects to deliver new ways to optimise digital compliance that drive innovation and reduce the societal risks of non-compliance for end-users. Expected outcomes include industry guidance strategies and innovative digital tools that capture the complexity of digital compliance and inform practical solutions. This will provide significant cost reduction benefits for firms and ensure that new digital compliance processes promote the public interest goals of law and regulation. Read moreRead less
Post-separation co-parenting apps: Can they help families avoid conflict? This project aims to examine the role and effectiveness of smartphone apps in supporting families to respond to the many challenges of post-separation co-parenting. In an increasingly digital landscape where poor app choices can have serious consequences for families, this knowledge is urgently needed by parents and family law practitioners. This project expects to deliver a comprehensive understanding of the benefits and ....Post-separation co-parenting apps: Can they help families avoid conflict? This project aims to examine the role and effectiveness of smartphone apps in supporting families to respond to the many challenges of post-separation co-parenting. In an increasingly digital landscape where poor app choices can have serious consequences for families, this knowledge is urgently needed by parents and family law practitioners. This project expects to deliver a comprehensive understanding of the benefits and risks of digital divorce apps. Expected outcomes include the first web-based decision-making tool to help separated parents make important decisions about managing post-separation communication. This should provide significant benefits, including a reduced risk of parental conflict and better outcomes for children.Read moreRead less
An early warning system for police workplace health and performance. This project aims to build a comprehensive organisational model of police workplace health and performance. This project answers the call for immediate organisational reform of police workplaces resulting from an Australian national study (2018) and Australian Senate Inquiry (2019). Police experience harm that must be addressed through organisational improvements, leading to more efficient policing. In the first study of its ki ....An early warning system for police workplace health and performance. This project aims to build a comprehensive organisational model of police workplace health and performance. This project answers the call for immediate organisational reform of police workplaces resulting from an Australian national study (2018) and Australian Senate Inquiry (2019). Police experience harm that must be addressed through organisational improvements, leading to more efficient policing. In the first study of its kind, this project will develop a practical early warning system that promotes strategic and front-line leadership capability of Australian police agencies in workplace health and performance. It will allow better identification of risk, resource allocation and tracking of these critical issues in policing.Read moreRead less
Undocumented Migrants- Unearthing Knowledge on a Key Source of Farm Labour. The Australian horticulture industry has endemic labour challenges, both in terms of labour supply challenges and a systemic problem of non-compliance with labour standards. A core component of both problems is the entrenched reliance on undocumented migrants. Given complex supply chains transiting fresh fruit and vegetables from the farm to the consumer, undocumented workers are largely invisible. There is very little ....Undocumented Migrants- Unearthing Knowledge on a Key Source of Farm Labour. The Australian horticulture industry has endemic labour challenges, both in terms of labour supply challenges and a systemic problem of non-compliance with labour standards. A core component of both problems is the entrenched reliance on undocumented migrants. Given complex supply chains transiting fresh fruit and vegetables from the farm to the consumer, undocumented workers are largely invisible. There is very little research on undocumented workers on farms. Addressing this critical Australian and international knowledge gap, this project is the first study to comprehensively analyse the role of undocumented migrants in the horticulture industry from a multi-stakeholder approach, involving government, employers and workers.Read moreRead less
Access to justice in interpreted proceedings: the role of Judicial Officers. This project aims to examine the ways judicial officers can improve courtroom communication and prevent miscommunication and error, particularly in criminal cases where speakers of the 'new and emerging' and Aboriginal languages are involved, and where interpreters receive limited or no specialised training. Using an innovative interdisciplinary approach, the project aims to generate new knowledge in examining the varia ....Access to justice in interpreted proceedings: the role of Judicial Officers. This project aims to examine the ways judicial officers can improve courtroom communication and prevent miscommunication and error, particularly in criminal cases where speakers of the 'new and emerging' and Aboriginal languages are involved, and where interpreters receive limited or no specialised training. Using an innovative interdisciplinary approach, the project aims to generate new knowledge in examining the variations in judicial officers communications practice when working with interpreters, and their impact on the effective transmission of information in the courtroom. Expected outcomes of this project will include improved outcomes of interpreted communication and a better access to justice for non-English speaking participants.Read moreRead less
Non-urban water regulation: next generation compliance & enforcement . This project aims to develop the next generation of regulatory technology in non-urban water compliance and enforcement. Effective technologies are needed to make government regulation more efficient, reduce regulatory burdens and improve compliance with complex laws. This project delivers new ways to optimise regulatory technologies that drive innovation, reduce costs and enhance sustainable water use. Expected outcomes incl ....Non-urban water regulation: next generation compliance & enforcement . This project aims to develop the next generation of regulatory technology in non-urban water compliance and enforcement. Effective technologies are needed to make government regulation more efficient, reduce regulatory burdens and improve compliance with complex laws. This project delivers new ways to optimise regulatory technologies that drive innovation, reduce costs and enhance sustainable water use. Expected outcomes include regulatory guidance strategies and training, advances in applied regulatory theory, and innovative technology tools capturing the complexity of water regulation and supporting decision-making. This will provide public resource savings and ensure fairness and effectiveness of water compliance and enforcement.Read moreRead less
Design guidelines for safety-critical controllers in high-risk environments. This project aims to generate novel product design guidelines for developing safer controllers for use by potentially stressed individuals in high-risk situations. It will do this by generating specific insights and verifying generalisable solutions from the context of total artificial heart recipients –who must engage with critical controllers constantly. This project expects to generate new knowledge in design by esta ....Design guidelines for safety-critical controllers in high-risk environments. This project aims to generate novel product design guidelines for developing safer controllers for use by potentially stressed individuals in high-risk situations. It will do this by generating specific insights and verifying generalisable solutions from the context of total artificial heart recipients –who must engage with critical controllers constantly. This project expects to generate new knowledge in design by establishing a new research topic around an under-examined user cohort. Expected outcomes of this project include interaction design theory developments and improved controller design techniques. This should provide significant benefits and competitive advantages by lowering stress and improving safety across a range of contexts.Read moreRead less