Improving novice drivers' speed and hazard management. The aim of the study is to extend the evidence-based approach we have developed for speed management (cognitive integration speed management training) to hazard management, thereby developing cognitive integration hazard management training for young drivers. Hence, this study is specifically designed to curb the alarming trend in young driver fatalities on Australian roads. The results of the research will provide clear direction to road au ....Improving novice drivers' speed and hazard management. The aim of the study is to extend the evidence-based approach we have developed for speed management (cognitive integration speed management training) to hazard management, thereby developing cognitive integration hazard management training for young drivers. Hence, this study is specifically designed to curb the alarming trend in young driver fatalities on Australian roads. The results of the research will provide clear direction to road authorities and driver training providers as to effective training strategies to improve young driver training, and ultimately improve road safety with this vulnerable population.Read moreRead less
Formal approaches to legal reasoning. This project aims to use formal epistemology to improve understanding of existing legal practices and to propose recommendations for improving the consistency and accuracy of legal proceedings. Since judges and juries rarely know all the relevant facts, they must make the best decision possible in the face of uncertainty. Formal epistemology employs probabilistic reasoning to advance understanding of how to form beliefs and make decisions in response to unce ....Formal approaches to legal reasoning. This project aims to use formal epistemology to improve understanding of existing legal practices and to propose recommendations for improving the consistency and accuracy of legal proceedings. Since judges and juries rarely know all the relevant facts, they must make the best decision possible in the face of uncertainty. Formal epistemology employs probabilistic reasoning to advance understanding of how to form beliefs and make decisions in response to uncertain evidence. The project has potential to influence the relevant policy and will result in improved legal reasoning and risk reduction in legal decision making.Read moreRead less
Evaluating regulatory initiatives directed at audit firms to improve audit quality. This project will provide evidence as to whether recent regulatory initiatives are improving the quality of audits and provide a comparison of benefits associated with audit firm inspections under differing regulatory schemes. It will inform discussion as to whether these initiatives overcome identified problems in audit quality of listed companies.
Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a ....Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a provider of sophisticated machine learning software; it will provide training opportunities for several PhD students and a postdoc to work with some of the best machine learning researchers in the world.Read moreRead less
Ageing in China and Australia: Promoting health, productivity and wellbeing. This project aims to provide insights into the ways in which life-span development and social change in China have influenced the development of policies to support the health, productivity and wellbeing of people entering later life. China’s population is rapidly ageing, bringing pressure on intergenerational support arising from smaller families, migration, urbanisation, and growing social inequalities. It may also br ....Ageing in China and Australia: Promoting health, productivity and wellbeing. This project aims to provide insights into the ways in which life-span development and social change in China have influenced the development of policies to support the health, productivity and wellbeing of people entering later life. China’s population is rapidly ageing, bringing pressure on intergenerational support arising from smaller families, migration, urbanisation, and growing social inequalities. It may also bring opportunities. Using an understanding of social determinants, cultural context and policy responses, the project plans to undertake cross-national comparisons with Australia and examine historical influences and social variations within China. The project aims to deliver a better understanding of how public policy can enhance productivity, health and wellbeing of an ageing population.Read moreRead less
The digitisation of school health and physical education. While there is growing enthusiasm for using digital technology in school health and physical education (HPE), this is happening in the absence of systematic empirical research. This project aims to describe the forms digital HPE is taking, analyse the commercial and ideological forces shaping it, and discuss its impacts. It aims to provide educational stakeholders with a knowledge base on which to anchor debate, policy and further researc ....The digitisation of school health and physical education. While there is growing enthusiasm for using digital technology in school health and physical education (HPE), this is happening in the absence of systematic empirical research. This project aims to describe the forms digital HPE is taking, analyse the commercial and ideological forces shaping it, and discuss its impacts. It aims to provide educational stakeholders with a knowledge base on which to anchor debate, policy and further research concerning the complex ethical and philosophical issues raised by the digitisation of HPE. As the first HPE research grounded in theories of digital culture, the project also aims to challenge the intellectual foundations of HPE teacher training as well as widely held views about the public health role of schools.Read moreRead less