Integrated depression management: a trial of a new model of care in a low vision rehabilitation setting. The project will integrate depression management into Vision Australia services and evaluate the impact of this new model of care. We anticipate that this new approach will lead to sustained improvements in clients’ quality of life.
Exploiting high resolution images of the retina to customise vision tests. This project will make vision tests more accurate and faster by using a person's individual eye anatomy to customise the test. The basic understandings discovered in this project are expected to be applied in clinical and research settings thus saving sight, dollars and time.
Smart algorithms for visual field assessment. Australian demographic studies show that visual impairment contributes significantly to elderly disability. Visual field loss due to glaucoma, the second leading cause of blindness in developed nations, may be slowed if detected early, but recent studies estimate 50% of Australians with glaucoma are undiagnosed. The fast and effective approaches to measuring visual fields discovered in this project will allow more accurate diagnosis and monitoring of ....Smart algorithms for visual field assessment. Australian demographic studies show that visual impairment contributes significantly to elderly disability. Visual field loss due to glaucoma, the second leading cause of blindness in developed nations, may be slowed if detected early, but recent studies estimate 50% of Australians with glaucoma are undiagnosed. The fast and effective approaches to measuring visual fields discovered in this project will allow more accurate diagnosis and monitoring of vision loss; crucial for the ARC's priority goals of "ageing well, ageing productively" and "preventative healthcare". Developing smart algorithms in conjunction with Heidelberg Engineering creates an opportunity for the international promotion of Australia's biomedical software capabilities.Read moreRead less
Site-Level Community Engagement Processes in the Australian Minerals Industry: A Comparative Analysis. A key principle of corporate social responsibility is that companies should endeavour to engage with, and be responsive to, the concerns of affected local communities. With the support of four industry partners, this study will compare how community engagement has been practised at seven Australian minerals operations. The study will assess the effectiveness and appropriateness of existing enga ....Site-Level Community Engagement Processes in the Australian Minerals Industry: A Comparative Analysis. A key principle of corporate social responsibility is that companies should endeavour to engage with, and be responsive to, the concerns of affected local communities. With the support of four industry partners, this study will compare how community engagement has been practised at seven Australian minerals operations. The study will assess the effectiveness and appropriateness of existing engagement processes, account for significant differences between sites, and identify opportunities for improving how companies engage with communities. Social Identity Theory will be utilised to structure the research and inform the development of advice to industry on effective engagement strategies.Read moreRead less
Reducing fire deaths - a new approach to smoke alarms. Disturbingly, those most at risk of dying in residential fires are also least likely to awaken to the current smoke alarm signal, now mandatory in Australian residences. This project will develop a new alarm (using Gibsonian, naturalistic sounds and/or a voice signal) and compare its waking efficacy with the current smoke alarm. Testing will involve three vulnerable groups; sleep deprived young adults, children and alcohol intoxicated. The r ....Reducing fire deaths - a new approach to smoke alarms. Disturbingly, those most at risk of dying in residential fires are also least likely to awaken to the current smoke alarm signal, now mandatory in Australian residences. This project will develop a new alarm (using Gibsonian, naturalistic sounds and/or a voice signal) and compare its waking efficacy with the current smoke alarm. Testing will involve three vulnerable groups; sleep deprived young adults, children and alcohol intoxicated. The research is innovative with important implications for community public safety, the national and international smoke alarm industry, performance based models of building safety and our theoretical understanding of cognitive processing during sleep.Read moreRead less
Waking up to a fire - optimising the smoke alarm signal. On any one night a significant proportion of the population is at risk of sleeping through the current smoke alarm in a fire emergency. Significant risk factors for not awakening include being a child, sleep deprivation, being a heavy sleeper, use of sleeping tablets, alcohol intoxication, and being aged over 60. Yet research suggests that a different alarm signal will awaken these groups more effectively at a lower volume. This innovati ....Waking up to a fire - optimising the smoke alarm signal. On any one night a significant proportion of the population is at risk of sleeping through the current smoke alarm in a fire emergency. Significant risk factors for not awakening include being a child, sleep deprivation, being a heavy sleeper, use of sleeping tablets, alcohol intoxication, and being aged over 60. Yet research suggests that a different alarm signal will awaken these groups more effectively at a lower volume. This innovative project will determine the best signal, with important implications for community public safety, fire safety engineers, the smoke alarm industry and our theoretical understanding of cognitive processing during sleep.Read moreRead less
Modelling dynamic interactive social processes. This project aims to enhance our understanding of complex social systems by developing empirically testable mathematical models for interactive, dynamic social processes. Models will be developed for such processes as the development of interpersonal and inter-organisational networks, and social influence and diffusion. They will be assessed using new and exacting evaluation techniques. The results will strengthen the mathematical foundation for ....Modelling dynamic interactive social processes. This project aims to enhance our understanding of complex social systems by developing empirically testable mathematical models for interactive, dynamic social processes. Models will be developed for such processes as the development of interpersonal and inter-organisational networks, and social influence and diffusion. They will be assessed using new and exacting evaluation techniques. The results will strengthen the mathematical foundation for modelling in the social sciences, and will have immediate application in several diverse domains, including: the structure of networks relevant to disease transmission; the social epidemiology of rural mental health; and the emergence of collective structures in organisations.Read moreRead less
Modeling cross-level interactions in complex networked social systems. The advances of this collaboration will add significantly to Australian and international capacity in the modelling of complex social systems. The outcomes will be directly translated, through these and other collaborations, into practical scientific outcomes in several significant policy areas. There is widespread demand for these modelling techniques in empirical settings. Potential applications from ongoing national collab ....Modeling cross-level interactions in complex networked social systems. The advances of this collaboration will add significantly to Australian and international capacity in the modelling of complex social systems. The outcomes will be directly translated, through these and other collaborations, into practical scientific outcomes in several significant policy areas. There is widespread demand for these modelling techniques in empirical settings. Potential applications from ongoing national collaborations include: Hepatitis C spread through sexual and needle sharing networks; labour market dynamics; mental health and social support in rural communities; defence applications; and environmental governance. A major emphasis is the training of postgraduates in the application of complex modelling techniques.Read moreRead less
Statistical models for social networks, network-based social processes and complex social systems. Our methodological advances (flexible, theoretically defensible and empirically testable quantitative models for a wide range of interactive social processes) will add significantly to national capacity in modelling complex social systems. Existing collaborations will result in practical scientific outcomes relating to: the impact of social contact and needle-sharing networks on HIV transmission; ....Statistical models for social networks, network-based social processes and complex social systems. Our methodological advances (flexible, theoretically defensible and empirically testable quantitative models for a wide range of interactive social processes) will add significantly to national capacity in modelling complex social systems. Existing collaborations will result in practical scientific outcomes relating to: the impact of social contact and needle-sharing networks on HIV transmission; the social epidemiology of mental health; health policy and local government networks; governance arrangements in environmental management; intra-organizational networks; labour market dynamics; and acculturation processes for international students. A major emphasis will be the training of a new group of quantitative social science graduates.Read moreRead less
Managing the risks posed by Artificial General Intelligence. It is widely acknowledged that a failure to implement appropriate controls for the next generation of Artificial Intelligence, Artificial General Intelligence (AGI), could have catastrophic consequences, including in the worst case - the extinction of the human race. This research aims to forecast the risks associated with AGI systems and identify the controls required to ensure that risks and existential threats are minimised. The exp ....Managing the risks posed by Artificial General Intelligence. It is widely acknowledged that a failure to implement appropriate controls for the next generation of Artificial Intelligence, Artificial General Intelligence (AGI), could have catastrophic consequences, including in the worst case - the extinction of the human race. This research aims to forecast the risks associated with AGI systems and identify the controls required to ensure that risks and existential threats are minimised. The expected outputs will provide designers, organisations, regulators and governments with a framework to support the design, implementation, and management of safe and efficient AGI systems. This will ensure that the potential far-reaching benefits of AGI are realised without undue threat to society.Read moreRead less