Codesigning processes to improve technology service provision for aged care. This research investigates the learning and implementation of novel technologies applying a participatory approach with aged care residents. In partnership with Martin Luther Homes (a not-for-profit aged care provider) and The Brainary (an educational technology provider), we will co-design recommendations and innovative services that are necessary to enable strategic planning and technology uptake of residents. We cre ....Codesigning processes to improve technology service provision for aged care. This research investigates the learning and implementation of novel technologies applying a participatory approach with aged care residents. In partnership with Martin Luther Homes (a not-for-profit aged care provider) and The Brainary (an educational technology provider), we will co-design recommendations and innovative services that are necessary to enable strategic planning and technology uptake of residents. We create value through the shared goal orientation bringing use of technology in aged care and business together as a service. Co-creating processes exploring technologies with older adults will translate into residents receiving the support they need. We can expect to achieve better quality of care and equity in technology use. Read moreRead less
Robust methods for heteroscedastic regression models for time series. What is the variability of the exchange rate of the Euro to the Australian dollar? Can the use of the electrocardiogram of a patient be improved as a diagnostic tool for heart disease? A well-known limitation of the existing statistical methods for answering these types of questions is that a small proportion of extreme observations have the potential to lead to results that are more in agreement with the outliers than with bu ....Robust methods for heteroscedastic regression models for time series. What is the variability of the exchange rate of the Euro to the Australian dollar? Can the use of the electrocardiogram of a patient be improved as a diagnostic tool for heart disease? A well-known limitation of the existing statistical methods for answering these types of questions is that a small proportion of extreme observations have the potential to lead to results that are more in agreement with the outliers than with bulk of the data. As a consequence, the statistical analyses may lead to wrong conclusions. This project aims to develop new methodologies to solve this problem for a large class of studies. Applications to stock market risk, exchange rate, and diagnosis of heart diseases will illustrate the new methods.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC210100040
Funder
Australian Research Council
Funding Amount
$4,997,903.00
Summary
ARC Training Centre for Facilitated Advancement of Australia's Bioactives (FAAB). The Centre for Facilitated Advancement of Australia's Bioactives (FAAB) will transform the rapidly growing bioactive ingredients sector. It will apply advanced analytical methods to molecular characterisation of bioactive products derived from foods, food-waste, and cell-based biotechnologies. FAAB will determine modes of action for bioactives with potential lifestyle and nutritional benefits allowing for evidence- ....ARC Training Centre for Facilitated Advancement of Australia's Bioactives (FAAB). The Centre for Facilitated Advancement of Australia's Bioactives (FAAB) will transform the rapidly growing bioactive ingredients sector. It will apply advanced analytical methods to molecular characterisation of bioactive products derived from foods, food-waste, and cell-based biotechnologies. FAAB will determine modes of action for bioactives with potential lifestyle and nutritional benefits allowing for evidence-informed decision-making, and regulatory framework development. FAAB graduates will lead and deliver future national self-reliance to the Australian bioactives sector, increasing diversification and international competitiveness and development of regulation in a growing market. Read moreRead less
The weather-climate connection in Australian climate change. This project aims to uncover the key links in Australia's weather-climate connection by identifying the role weather features play in influencing the slowly varying climate and how changes in one might affect changes in the other. Better describing the two-way connection between weather and climate through an innovative combination of research techniques usually applied to only one of weather or climate will allow for a more insightful ....The weather-climate connection in Australian climate change. This project aims to uncover the key links in Australia's weather-climate connection by identifying the role weather features play in influencing the slowly varying climate and how changes in one might affect changes in the other. Better describing the two-way connection between weather and climate through an innovative combination of research techniques usually applied to only one of weather or climate will allow for a more insightful assessment of climate model quality. This assessment will support the identification of the most reliable climate models and, by using them, reduce uncertainties in future predictions. Improved predictions of climate in turn will enable better decision making in all sectors of society.Read moreRead less
Towards a superannuation system fit for the future. Towards a superannuation system fit for the future. This project aims to develop a stochastic superannuation model and propose alternative post retirement solutions, using data-led understanding of savings habits. Funding for the increasing cost of the growing older population will, if not modelled, forecast and managed adequately, swamp all other welfare and state funded costs. To manage older age costs adequately, governments need to encourag ....Towards a superannuation system fit for the future. Towards a superannuation system fit for the future. This project aims to develop a stochastic superannuation model and propose alternative post retirement solutions, using data-led understanding of savings habits. Funding for the increasing cost of the growing older population will, if not modelled, forecast and managed adequately, swamp all other welfare and state funded costs. To manage older age costs adequately, governments need to encourage people to save and provide ways people can save—but need to better understand how people save money for their old age. This research is expected to enable the “superannuation change“ necessary for the superannuation system to remain sustainable and fund retirees to live well.Read moreRead less
Seamless journeys to work for young adults with physical disabilities. This project seeks to explore the transition to work of young people with a disability and, in particular, the role that digital technologies can play in improving self-determination and employment. Promoting self-determination, workforce participation and job retention are key planks in Australia’s policy reforms in the field of disability services. In 2013, Australia invested $750 million to support access to employment for ....Seamless journeys to work for young adults with physical disabilities. This project seeks to explore the transition to work of young people with a disability and, in particular, the role that digital technologies can play in improving self-determination and employment. Promoting self-determination, workforce participation and job retention are key planks in Australia’s policy reforms in the field of disability services. In 2013, Australia invested $750 million to support access to employment for people with disabilities. However, 70 per cent of this group did not keep their jobs beyond the initial six months. The project aims to provide new knowledge for policy and service delivery and deliver a web-based platform to facilitate self-determination for young people with a disability.Read moreRead less
Making policy reform work: a comparative analysis of social procurement . This project aims to clarify the institutional and cross-sectoral conditions needed for successful implementation of emerging social procurement policy reforms; these seek through public spending to increase employment and business opportunities for people experiencing social exclusion. Via a mixed-methods comparative study in the leading jurisdictions of Victoria and Scotland, the project will extend scholarly knowledge o ....Making policy reform work: a comparative analysis of social procurement . This project aims to clarify the institutional and cross-sectoral conditions needed for successful implementation of emerging social procurement policy reforms; these seek through public spending to increase employment and business opportunities for people experiencing social exclusion. Via a mixed-methods comparative study in the leading jurisdictions of Victoria and Scotland, the project will extend scholarly knowledge of implementing policy reforms that rely on government and non-government actors working together in new ways, and practical understanding of what is needed to realise social procurement policy goals. This will contribute to effective public expenditure and ultimately help redress the societal consequences of exclusion.Read moreRead less
The impact of India-Asia tectonics on climate. This interdisciplinary project aims to determine the controls of tectonics on global climate in the last 50 million years. A combination of tectonics, paleogeography, climate modelling and high-performance computing will be applied to test systematically outstanding issues in the reconstruction of the Indo-Asia region and their landmass/seaways configurations and topography, which have bedevilled previous models of paleoclimate evolution. The propos ....The impact of India-Asia tectonics on climate. This interdisciplinary project aims to determine the controls of tectonics on global climate in the last 50 million years. A combination of tectonics, paleogeography, climate modelling and high-performance computing will be applied to test systematically outstanding issues in the reconstruction of the Indo-Asia region and their landmass/seaways configurations and topography, which have bedevilled previous models of paleoclimate evolution. The proposal expects to generate novel knowledge in the area at the boundary between tectonics, paleoclimate modelling and present-day climate. This provides significant benefits to the interpretation of tectonics–climate coupling as current drivers of climate evolution.Read moreRead less
Physical musicality: Optimising lived experience among older adults . The aim of this project is to investigate how music-supported exercise, called physical musicality (PM), can promote wellbeing, quality of life, and cognitive-motor function in older adults, beyond the benefits of exercise or music listening alone. To achieve this aim, we will (a) conduct randomised control trials on PM programs; (b) isolate the ingredients and mechanisms underlying the benefits of PM; and (c) design culturall ....Physical musicality: Optimising lived experience among older adults . The aim of this project is to investigate how music-supported exercise, called physical musicality (PM), can promote wellbeing, quality of life, and cognitive-motor function in older adults, beyond the benefits of exercise or music listening alone. To achieve this aim, we will (a) conduct randomised control trials on PM programs; (b) isolate the ingredients and mechanisms underlying the benefits of PM; and (c) design culturally appropriate programs that optimise wellbeing and cognitive-motor function for older adults. Our research will reveal simple, non-medical steps that all adults of advancing age can take to maintain their wellbeing and cognitive functions so they can lead productive and successful lives into older age. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200101070
Funder
Australian Research Council
Funding Amount
$376,496.00
Summary
Consequences of Model Misspecification in Approximate Bayesian Computation. In almost any empirical application, the model the analyst is working with constitutes a misspecified description of the true process that has generated the data. While the method of Approximate Bayesian computation (ABC) is now a staple in the toolkit of the applied modeller, the impact of misspecification in ABC is unknown. This project aims to undertake a rigorous study into the behaviour of ABC under model misspecifi ....Consequences of Model Misspecification in Approximate Bayesian Computation. In almost any empirical application, the model the analyst is working with constitutes a misspecified description of the true process that has generated the data. While the method of Approximate Bayesian computation (ABC) is now a staple in the toolkit of the applied modeller, the impact of misspecification in ABC is unknown. This project aims to undertake a rigorous study into the behaviour of ABC under model misspecification. Expected outcomes include new theoretical results for ABC under misspecification and new methods capable of detecting/mitigating model misspecification. This project will provide significant benefits in all spheres where reliable, robust statistical inference methods are required in order to make reliable decisions.
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