Problems of identification and inference for 'non-standard' models in complex systems with special reference to finance and teletraffic. The project is concerned with 'non-standard' models needed to deal with complex systems, such as those exhibiting scaling and fractal properties. There is a focus on methods for dealing with heavy tailed distributions and long range dependent observations, for which most standard statistical methods break down, and on applications in finance and telecommunicati ....Problems of identification and inference for 'non-standard' models in complex systems with special reference to finance and teletraffic. The project is concerned with 'non-standard' models needed to deal with complex systems, such as those exhibiting scaling and fractal properties. There is a focus on methods for dealing with heavy tailed distributions and long range dependent observations, for which most standard statistical methods break down, and on applications in finance and telecommunications. An important part of the project concerns model validation for Heyde's fractal activity time geometric Brownian motion model, a candidate minimal description risky asset model to replace the geometric Brownian motion paradigm.Read moreRead less
Improving decision making in government service delivery using third party providers. This project focuses on analysing and improving decision making in government service delivery through two complementary parts: examining the range of models/potential models used by government agencies through 3rd party providers; and investigating how specific relations are managed/improved in selected industries (childcare, ageing, disability services). Our approaches encompass policy process theories, contr ....Improving decision making in government service delivery using third party providers. This project focuses on analysing and improving decision making in government service delivery through two complementary parts: examining the range of models/potential models used by government agencies through 3rd party providers; and investigating how specific relations are managed/improved in selected industries (childcare, ageing, disability services). Our approaches encompass policy process theories, contractual management, alternative service delivery, citizen empowerment theories, new institutional economics, industry impact analysis, and new modes of accountability. Analytical methods include survey and statistical investigations, comparative historical methods, case studies, comparative research with Canadian and NZ experts.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH120100021
Funder
Australian Research Council
Funding Amount
$2,500,000.00
Summary
Pathways to market: transforming food industry futures through improved sensing, provenance and choice. Pathways to market: transforming food industry futures through improved sensing, provenance and choice. This Research Hub aims to transform the Australian food industry by demonstrating how new knowledge on food production and consumption generated through novel sensing technologies and advanced modelling techniques can be implemented in smart applications to power competitiveness, sustainabil ....Pathways to market: transforming food industry futures through improved sensing, provenance and choice. Pathways to market: transforming food industry futures through improved sensing, provenance and choice. This Research Hub aims to transform the Australian food industry by demonstrating how new knowledge on food production and consumption generated through novel sensing technologies and advanced modelling techniques can be implemented in smart applications to power competitiveness, sustainability and innovation in food value chains.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190100431
Funder
Australian Research Council
Funding Amount
$330,000.00
Summary
Optimising the use of geophysical data for modelling the Australian crust. This project aims to determine the optimal use of geophysical methods to model the Australian crust in four dimensions. These models provide an understanding of the tectonic history of a region and thus its mineral potential. Mineral resources are mostly being found undercover, requiring geophysical data to locate them. This project will combine recent developments in modelling geological uncertainty with data acquired fo ....Optimising the use of geophysical data for modelling the Australian crust. This project aims to determine the optimal use of geophysical methods to model the Australian crust in four dimensions. These models provide an understanding of the tectonic history of a region and thus its mineral potential. Mineral resources are mostly being found undercover, requiring geophysical data to locate them. This project will combine recent developments in modelling geological uncertainty with data acquired for locating zones of mineralisation. The outcomes will help guide Australian government policy to draw on publicly-available datasets that provide a basis for mineral exploration performed by companies, and supported by research institutions.Read moreRead less
Reducing young women’s offending through improved service delivery . Young women’s contact with justice and welfare agencies has increased rapidly across Australia and the world, creating a crisis that is costly and harmful, especially for young Indigenous women. Pathways into these systems are gendered; but the systems were designed to address the needs of young male offenders. This project therefore aims to discover how these systems could be better designed to improve outcomes for young women ....Reducing young women’s offending through improved service delivery . Young women’s contact with justice and welfare agencies has increased rapidly across Australia and the world, creating a crisis that is costly and harmful, especially for young Indigenous women. Pathways into these systems are gendered; but the systems were designed to address the needs of young male offenders. This project therefore aims to discover how these systems could be better designed to improve outcomes for young women. The project uses a novel approach that gives young women a voice in how five Anglicare end-users (the research partners) and other end-users can enhance their service provision in the welfare and justice sectors and become models of best practice.Read moreRead less
Transforming Primary Healthcare Service Delivery: A Digital-Human Approach. This project aims to address the urgent need for a transformational shift in thinking and actions in primary healthcare service delivery. Primary care clinics, the front door of Australia's healthcare, are under considerable strain. By using a four-phase mixed methodology design across four Australian states, this project expects to generate a national evidence-based framework which takes a dual approach combining the us ....Transforming Primary Healthcare Service Delivery: A Digital-Human Approach. This project aims to address the urgent need for a transformational shift in thinking and actions in primary healthcare service delivery. Primary care clinics, the front door of Australia's healthcare, are under considerable strain. By using a four-phase mixed methodology design across four Australian states, this project expects to generate a national evidence-based framework which takes a dual approach combining the use of digital technology with humanness. Expected outcomes include the development of an Australian-first evidence-based digital resource kit, including two new tools, and a new co-designed roadmap to better facilitate this important change journey to enhance patient experience, employee wellbeing and clinic performance.
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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.
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Child health and developmental inequities: Evidence for precision policy. The project aims to use cutting edge analytic approaches applied to existing data to identify how policy interventions related to parents’ mental health, preschool programs, and the built environment can be optimised to reduce inequities in children’s mental, academic, and physical health outcomes. The project will be informed by our partners and advisers from across government portfolios and service delivery, ensuring tha ....Child health and developmental inequities: Evidence for precision policy. The project aims to use cutting edge analytic approaches applied to existing data to identify how policy interventions related to parents’ mental health, preschool programs, and the built environment can be optimised to reduce inequities in children’s mental, academic, and physical health outcomes. The project will be informed by our partners and advisers from across government portfolios and service delivery, ensuring that the evidence generated has contemporary policy relevance. The project expects to identify clear and actionable policy pathways to reduce child inequities in Australia, which can benefit decision makers by helping them to direct limited public funds towards intervention opportunities that will have the greatest impact.Read moreRead less
Internet technologies, health informatics and statistical methods, and new delivery platforms in call centres. Although depression is the major cause of health disability, 60% of Australians with depression do not receive professional help. There are few systems for delivering health information and resilience skills to members of the community. This project aims to develop a workable system to reduce unmet need. It will provide a model of information delivery applicable to other areas of the ....Internet technologies, health informatics and statistical methods, and new delivery platforms in call centres. Although depression is the major cause of health disability, 60% of Australians with depression do not receive professional help. There are few systems for delivering health information and resilience skills to members of the community. This project aims to develop a workable system to reduce unmet need. It will provide a model of information delivery applicable to other areas of the health industry, particularly those involving chronic disease. It has applicability to education and other sectors which involve the delivery of information to the public. Because e-health is an emerging field, the project also has the capacity to build expertise in an area which is under-resourced. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE150100637
Funder
Australian Research Council
Funding Amount
$322,534.00
Summary
Finding the Path: Service access and navigation for serious mental illness. This project aims to inform health system change to ensure people with serious mental illness can access quality services. While improved access to quality mental health services has been a key target in Australian health policy for over 20 years, people with mental illness continue to report problems accessing and navigating the complex service system. The project aims to study consumers' mental health service experienc ....Finding the Path: Service access and navigation for serious mental illness. This project aims to inform health system change to ensure people with serious mental illness can access quality services. While improved access to quality mental health services has been a key target in Australian health policy for over 20 years, people with mental illness continue to report problems accessing and navigating the complex service system. The project aims to study consumers' mental health service experiences using policy, qualitative, quantitative and geographic analysis to identify systemic problems. Mental health consumers and service providers will be actively involved in developing final policy recommendations to ensure system change reflects their knowledge.Read moreRead less