Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algori ....Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algorithms for applied researchers. This project benefits not only advanced manufacturing by finding optimal stopping time for wood panel compression, but also superior forecasting for mortality in demography, climate data in environmental science, asset returns in finance, and electricity consumption in economics. Read moreRead less
Finding meaning in the experience of dementia: The place of spiritual reminiscence work. This project will use spiritual reminiscence work to study the experience of dementia and the spiritual dimension focussing on how people with dementia find meaning and develop coping strategies. Dementia is a significant issue for an ageing society where estimates of prevalence indicate a rise of 254% from 1995-2041. The greatest challenge to people diagnosed with dementia is their search for meaning lead ....Finding meaning in the experience of dementia: The place of spiritual reminiscence work. This project will use spiritual reminiscence work to study the experience of dementia and the spiritual dimension focussing on how people with dementia find meaning and develop coping strategies. Dementia is a significant issue for an ageing society where estimates of prevalence indicate a rise of 254% from 1995-2041. The greatest challenge to people diagnosed with dementia is their search for meaning leading to the development of effective coping strategies as their memory loss and confusion progresses. Outcomes will impact on persons with dementia, staff and carers, with improved quality of life for allRead moreRead less
Understanding communication about advance care planning across the lifespan. This project aims to understand how people communicate about advance care planning for children, adolescents, and adults. This project expects to generate new knowledge by using leading social scientific and linguistic methods to analyse real-world advance care planning conversations and documents. Expected outcomes include detailed knowledge about challenges people encounter in these conversations and how to manage the ....Understanding communication about advance care planning across the lifespan. This project aims to understand how people communicate about advance care planning for children, adolescents, and adults. This project expects to generate new knowledge by using leading social scientific and linguistic methods to analyse real-world advance care planning conversations and documents. Expected outcomes include detailed knowledge about challenges people encounter in these conversations and how to manage these challenges. Over 170,000 Australians die each year, most from serious illness. This project should provide significant benefits to future initiatives for enhancing communication about advance care planning, especially in relation to young Australians, older Australians, and Australians with disabilities.Read moreRead less
3D Printed Food for People with Swallowing Disability. This project aims to identify ways that 3D food printing (additive manufacturing using real food in a device like a ink-jet printer) could be used to improve the visual appeal of puree meals for people with swallowing difficulty, who make up ~8% of the world's population. This study will be the first to include people with swallowing disability (e.g., related to cerebral palsy, stroke, older age) and their supporters in examining the views a ....3D Printed Food for People with Swallowing Disability. This project aims to identify ways that 3D food printing (additive manufacturing using real food in a device like a ink-jet printer) could be used to improve the visual appeal of puree meals for people with swallowing difficulty, who make up ~8% of the world's population. This study will be the first to include people with swallowing disability (e.g., related to cerebral palsy, stroke, older age) and their supporters in examining the views and experiences of stakeholders on the impact of 3D food printing on quality of life, enjoyment, participation, and safety. Outcomes include new knowledge on factors affecting the implementation of 3D food printing in disability and aged care services, to inform policy, practice, and future research.Read moreRead less
Special Research Initiatives - Grant ID: SR0354823
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
National network for the study of cognitive processes and treatment across the phases of schizophrenia. Schizophrenia is associated with great costs to the community and individual. Controlled studies have demonstrated Cognitive Behaviour Therapy (CBT) is efficacious in treating symptoms of schizophrenia. Studies of cognitive processes have also advanced understanding of psychotic phenomena. This initiative affords the opportunity to
1) Improve treatment efficacy by developing, testing and appl ....National network for the study of cognitive processes and treatment across the phases of schizophrenia. Schizophrenia is associated with great costs to the community and individual. Controlled studies have demonstrated Cognitive Behaviour Therapy (CBT) is efficacious in treating symptoms of schizophrenia. Studies of cognitive processes have also advanced understanding of psychotic phenomena. This initiative affords the opportunity to
1) Improve treatment efficacy by developing, testing and applying theoretically-driven models of psychotic symptoms.
2) Disseminate the findings of research on CBT for psychotic disorders in clinical settings by (a) training the work-force, and (b) facilitating CBT delivery in routine practice.
3) Apply CBT in various settings with a variety of psychotic populations to test its effectiveness in routine clinical settings.
Read moreRead less
Patient and nurse outcomes and the cost of nurses' turnover in Australian hospitals. An adequate supply of nurses is fundamental to all of the National Health Priority disease areas where quality care cannot be delivered without an adequate number of motivated nurses. Designing cost-effective methods of retaining nurses requires understanding reasons why they leave the workforce and the impact this has on patient care and system costs. The findings will assist policy makers and workforce planner ....Patient and nurse outcomes and the cost of nurses' turnover in Australian hospitals. An adequate supply of nurses is fundamental to all of the National Health Priority disease areas where quality care cannot be delivered without an adequate number of motivated nurses. Designing cost-effective methods of retaining nurses requires understanding reasons why they leave the workforce and the impact this has on patient care and system costs. The findings will assist policy makers and workforce planners at both local and national levels, to design strategies to effectively recruit and retain nurses as demands for health care and market competition for staff both increase.Read moreRead less
The impact and cost of short-term health staffing in remote communities. This project aims to examine the impact of the increasing levels of short-term health staffing in remote communities upon service acceptability to patients, workload and attitudes of long-term resident primary health care staff, and the effectiveness and cost of health services. There is a dearth of information about this 'fly in/fly out' (FIFO) workforce in remote communities, which have the worst health outcomes in the co ....The impact and cost of short-term health staffing in remote communities. This project aims to examine the impact of the increasing levels of short-term health staffing in remote communities upon service acceptability to patients, workload and attitudes of long-term resident primary health care staff, and the effectiveness and cost of health services. There is a dearth of information about this 'fly in/fly out' (FIFO) workforce in remote communities, which have the worst health outcomes in the country. The project aims to inform consumers, health practitioners, health service planners and policy-makers about the impact of FIFO, as well as to contribute to the development of strategies designed to stabilise the remote health workforce.Read moreRead less
Staffing practices in Aboriginal primary health care services. This project aims to generate new knowledge about the impact of short-term staffing in remote Aboriginal Community Controlled Health Services on service acceptability to patients, workload and attitudes of long-term staff and the effectiveness and cost of services. The project intends to compare these results to recent findings about the impact of short-term staffing in government-run clinics, in order to quantify and describe the po ....Staffing practices in Aboriginal primary health care services. This project aims to generate new knowledge about the impact of short-term staffing in remote Aboriginal Community Controlled Health Services on service acceptability to patients, workload and attitudes of long-term staff and the effectiveness and cost of services. The project intends to compare these results to recent findings about the impact of short-term staffing in government-run clinics, in order to quantify and describe the potential positive effect of community control. Expected outcomes include rigorous evidence about the 'fly in/fly out' workforce and the impact of community control which can inform new policy that will stabilise the remote health workforce, save money and contribute to 'closing the gap' in health outcomes.Read moreRead less
Disaster risk reduction practices that leave nobody behind. This project aims to answer critical questions about how to assist people with disabilities (PWD) in disasters, what their support needs are and how they might help themselves to better prepare for disasters. Significance includes coupling a person-centred emergency preparedness tool with cross-sectoral processes to collect and use data about the support needs of PWD in emergencies, increase cross-sector communication and collaboration ....Disaster risk reduction practices that leave nobody behind. This project aims to answer critical questions about how to assist people with disabilities (PWD) in disasters, what their support needs are and how they might help themselves to better prepare for disasters. Significance includes coupling a person-centred emergency preparedness tool with cross-sectoral processes to collect and use data about the support needs of PWD in emergencies, increase cross-sector communication and collaboration between emergency managers and community services, and improve equitable access for PWD to community-level disaster risk reduction (DRR). The expected outcome will be the co-design of effective mechanisms that state & federal decision makers can use to scale-up disability-inclusive DRR across Australia.Read moreRead less
Financing aged care in Australia: Mitigating fiscal gaps and maintaining intergenerational equity. Aged care has been identified as a significant contributor to the growing fiscal problems predicted for Australian government finances during the next 10 to 20 years. This project will develop the cutting-edge modelling tools needed to allow Australia to make informed decisions about possible reforms in aged care financing. It will create significant national benefits by allowing detailed assessmen ....Financing aged care in Australia: Mitigating fiscal gaps and maintaining intergenerational equity. Aged care has been identified as a significant contributor to the growing fiscal problems predicted for Australian government finances during the next 10 to 20 years. This project will develop the cutting-edge modelling tools needed to allow Australia to make informed decisions about possible reforms in aged care financing. It will create significant national benefits by allowing detailed assessment of the distributional impact of a wide range of possible reforms, including how the outcomes of any policy change will affect disadvantaged sections of our society, whether different generations will be fairly treated, and the impact by gender.Read moreRead less