Prediction, inference and their application to modelling correlated data. This project aims to create new, improved methods for prediction and making inference about predictions for a variety of correlated data types through inventing sophisticated and novel resampling schemes such as the generalised fast bootstrap and repeated partial permutation. The research will impact on both the theory and practice of statistics and on substantive fields which use mixed or compositional models to analyse d ....Prediction, inference and their application to modelling correlated data. This project aims to create new, improved methods for prediction and making inference about predictions for a variety of correlated data types through inventing sophisticated and novel resampling schemes such as the generalised fast bootstrap and repeated partial permutation. The research will impact on both the theory and practice of statistics and on substantive fields which use mixed or compositional models to analyse dependent data. This will be a significant improvement in the assessment and stability of statistical models in areas such as social, ecological and geological sciences.Read moreRead less
Dimension reduction and model selection for statistically challenging data. This project aims to develop a deep theoretical understanding of the relationship between various dimension reduction and model selection methods used in statistical model building, and then use this understanding to develop new, improved methods of model building for statistically challenging data. The research will impact on both the theory and practice of statistics, and on substantive fields which collect and analyse ....Dimension reduction and model selection for statistically challenging data. This project aims to develop a deep theoretical understanding of the relationship between various dimension reduction and model selection methods used in statistical model building, and then use this understanding to develop new, improved methods of model building for statistically challenging data. The research will impact on both the theory and practice of statistics, and on substantive fields which collect and analyse these kinds of data. This will provide a significant improvement in the statistical model building in areas such as epidemiology, chemical and ecological sciences. The project is timely because of the increasing collection of large-dimensional, complex, correlated data sets in these and many other fields.Read moreRead less
Governing harmful commodities: the case of ultra-processed foods. This project aims to generate new knowledge on how to influence public policy in order to reduce the supply and consumption of a health-harming commodity, ultra-processed foods. Using governance theory and qualitative techniques the project intends to identify the actors who are influential in the three key policy areas of trade, taxation and marketing and who affect the consumption of these foods in Australia, Thailand and Fiji. ....Governing harmful commodities: the case of ultra-processed foods. This project aims to generate new knowledge on how to influence public policy in order to reduce the supply and consumption of a health-harming commodity, ultra-processed foods. Using governance theory and qualitative techniques the project intends to identify the actors who are influential in the three key policy areas of trade, taxation and marketing and who affect the consumption of these foods in Australia, Thailand and Fiji. Expected outcomes include strategies for pursuing these different actors’ interests and evidence that can help institutions to promote better policies. Intended benefits include better nutrition outcomes in Australia, Thailand and Fiji.Read moreRead less
Veteran suicide: investigating the historical and social dimensions . This project aims to address veteran suicide by conducting an historical and cultural analysis of the ways government, the military and the community have understood, governed, and serviced veterans from 1914-present. This project will generate new knowledge, moving beyond orthodox medical and cultural assessments to explore wider historical, cultural and sociological relations of veteran suicide, including civil military rela ....Veteran suicide: investigating the historical and social dimensions . This project aims to address veteran suicide by conducting an historical and cultural analysis of the ways government, the military and the community have understood, governed, and serviced veterans from 1914-present. This project will generate new knowledge, moving beyond orthodox medical and cultural assessments to explore wider historical, cultural and sociological relations of veteran suicide, including civil military relations, and the influence of the veteran sector and families and community. The project will develop an innovative survey that will form the foundation of a longitudinal social health and wellbeing dataset on veterans, and contribute to policy and service provision to reduce veteran suicide and improve their wellbeing.Read moreRead less
Analysing and modelling molecular rate variation among nuclear and mitochondrial genomes. My research will have important practical benefits for bioinformaticians and evolutionary biologists, because existing analytical methods will be rigorously tested and new tools will be developed. Australia has a comparatively high concentration of researchers in this field, so my research will foster domestic collaboration and import international expertise. The research will provide important insights int ....Analysing and modelling molecular rate variation among nuclear and mitochondrial genomes. My research will have important practical benefits for bioinformaticians and evolutionary biologists, because existing analytical methods will be rigorously tested and new tools will be developed. Australia has a comparatively high concentration of researchers in this field, so my research will foster domestic collaboration and import international expertise. The research will provide important insights into the rates and patterns of genetic changes associated with domestication, and into variation in evolutionary rates among the primate ancestors of humans. In addition to developing new software, which will be made publicly available, I will develop new evolutionary models to supplement existing software packages. 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 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
Chronic Disease Prevention and Treatment - Cost-Benefit Model Systems to Assist with Priority Setting. The key benefit of the proposal to develop linked chronic disease models that are able to account for comorbidities will be that a much more accurate picture of the health and financial implications of chronic diseases will be obtainable than with the traditional 'disease-by-disease' based studies. Such a global approach is particularly relevant to analysis of chronic disease prevention and/or ....Chronic Disease Prevention and Treatment - Cost-Benefit Model Systems to Assist with Priority Setting. The key benefit of the proposal to develop linked chronic disease models that are able to account for comorbidities will be that a much more accurate picture of the health and financial implications of chronic diseases will be obtainable than with the traditional 'disease-by-disease' based studies. Such a global approach is particularly relevant to analysis of chronic disease prevention and/or treatment, because the lifestyle related risk factors are common to many such diseases. Overall, the linked models will be able to improve on current decision making processes, providing a more complete view of chronic disease costs and benefits - either today, or in future - under different prevention or treatment scenarios.Read moreRead less
Combating rising sexually transmitted infections among older Australians. This project aims to explore older Australians' knowledge of, and safe sexual practices in regards to, sexually transmitted infections (STIs). STI rates have increased rapidly amongst older age groups in recent years, yet there is a significant research gap concerning older Australians' knowledge of STIs and the preventative sexual practices they engage in. This project is understood to be the only known Australian study c ....Combating rising sexually transmitted infections among older Australians. This project aims to explore older Australians' knowledge of, and safe sexual practices in regards to, sexually transmitted infections (STIs). STI rates have increased rapidly amongst older age groups in recent years, yet there is a significant research gap concerning older Australians' knowledge of STIs and the preventative sexual practices they engage in. This project is understood to be the only known Australian study considering older people's knowledge and practices in relation to STI prevention. In examining this issue the project aims to contribute towards the development of policy and educational resources for older Australians, and is expected to work towards enabling optimal sexual health for older individuals.Read moreRead less