Modelling active play in preschool children using machine learning. This interdisciplinary project explores novel machine learning approaches to modelling physical activity data in preschool children. The approach taken is considered the future of physical activity assessment and is expected to substantially enhance the measurement of physical activity and the evidence base that informs strategies to improve population health through physical activity promotion. The project aims to transform the ....Modelling active play in preschool children using machine learning. This interdisciplinary project explores novel machine learning approaches to modelling physical activity data in preschool children. The approach taken is considered the future of physical activity assessment and is expected to substantially enhance the measurement of physical activity and the evidence base that informs strategies to improve population health through physical activity promotion. The project aims to transform the understanding of young children's physical activity behaviour, and is expected to have important implications for the design of accurate and effective technology-based physical activity monitoring and intervention applications that could be delivered through the e-health initiative in Australia.Read moreRead less
Public and ethical responses to mandated alcohol warning labels about increased long-term risk of cancer. This project will determine how the Australian public will respond to the proposed introduction of alcohol product warning labels. It will establish how such at point of sale messages can acceptably and effectively inform Australians about the long-term, but modifiable, cancer risk associated with alcohol use and reduce the national cancer burden.
Improving workplace productivity via an AI-based physical activity chatbot . This project aims to develop, train and evaluate a physical activity chatbot using artificial intelligence and machine learning to improve workplace productivity in sedentary office workers. Productivity losses, due to high numbers of physically inactive workers, cost the Australian economy $14 billion per year. The cost of effective and scalable workplace physical activity programs acts as a barrier to their implementa ....Improving workplace productivity via an AI-based physical activity chatbot . This project aims to develop, train and evaluate a physical activity chatbot using artificial intelligence and machine learning to improve workplace productivity in sedentary office workers. Productivity losses, due to high numbers of physically inactive workers, cost the Australian economy $14 billion per year. The cost of effective and scalable workplace physical activity programs acts as a barrier to their implementation. As such, innovative programs that can reach large numbers of workers at minimal cost are needed. This project aims to generate new knowledge on the use of artificial intelligence to achieve behavioural improvements and will lead to the development of a new type of behaviour change program with broad applicability.
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Exposure to alcohol advertising and sponsorship in Australian televised sport: association with explicit and implicit alcohol cognitions and drinking. The project will examine whether alcohol advertising and sponsorship in televised sport is related to positive alcohol-related thoughts and alcohol consumption in young adults. The project will use novel methods that assess both conscious and unconscious alcohol-related attitudes, and will provide important evidence for informing alcohol policy.
Discovery Indigenous Researchers Development - Grant ID: DI0989521
Funder
Australian Research Council
Funding Amount
$150,000.00
Summary
A Qualitative Study of Barriers to Effective Infectious and Parasitic Disease Interventions in Aboriginal Communities. This project is significant and innovative as it will enhance current understandings of the experience Indigenous communities have with infectious diseases. To date there have been no significant qualitative studies that examine the perceptions Indigenous communities have about infectious disease treatment interventions that draw on their current knowledge, experiences and on he ....A Qualitative Study of Barriers to Effective Infectious and Parasitic Disease Interventions in Aboriginal Communities. This project is significant and innovative as it will enhance current understandings of the experience Indigenous communities have with infectious diseases. To date there have been no significant qualitative studies that examine the perceptions Indigenous communities have about infectious disease treatment interventions that draw on their current knowledge, experiences and on health, functionality and well-being. This study will develop a model that Indigenous communities, clinicians, policy makers and researchers can use to guide the implementation of sustainable infectious disease interventions. The outcomes of this project will help guide, inform and improve future infectious disease intervention strategies and programs.Read moreRead less
Selling The Punt: An interdisciplinary analysis of the extent and impact of sports wagering marketing strategies in Australia. Sports wagering is the fastest growing segment of the gambling market in Australia. Despite widespread concern about the impact of marketing strategies on the risky consumption of wagering products by young men and adolescents, research and policy has failed to keep up with this rapidly growing industry. This study will provide: detailed information about the range of ma ....Selling The Punt: An interdisciplinary analysis of the extent and impact of sports wagering marketing strategies in Australia. Sports wagering is the fastest growing segment of the gambling market in Australia. Despite widespread concern about the impact of marketing strategies on the risky consumption of wagering products by young men and adolescents, research and policy has failed to keep up with this rapidly growing industry. This study will provide: detailed information about the range of marketing strategies used to sell sports wagering in Australia; important qualitative insights into the impact of these marketing strategies on gambling behaviours; and, recommendations for a comprehensive public health approach to help counter the potential long and short term risks associated with sports wagering marketing.Read moreRead less
A disease of the brain: how do neurobiological explanations of addiction influence the attitudes and behaviour of smokers? This project explores the impact of promoting addiction as a "brain disease" on smokers' confidence in their ability to quit smoking, and the methods they use to quit. This is essential to inform public health policies designed to reduce the burden of tobacco related harms.
Personal alarms - use, expectations and outcomes. Personal alarms are designed to enable older people who are living alone to gain assistance in an emergency. Australia's population is ageing and the number of older people living alone is increasing. Although personal alarms have been available for many years there has been surprisingly little research and there are still many gaps in our knowledge. These limit our ability to maximise the potential of this technology in enabling older Australian ....Personal alarms - use, expectations and outcomes. Personal alarms are designed to enable older people who are living alone to gain assistance in an emergency. Australia's population is ageing and the number of older people living alone is increasing. Although personal alarms have been available for many years there has been surprisingly little research and there are still many gaps in our knowledge. These limit our ability to maximise the potential of this technology in enabling older Australians to age well and productively at home. This project seeks to enhance our understanding of the adoption and appropriate use of this technology by older Australians and inform the development of strategies to achieve maximum benefit for both older individuals and the community at large.Read moreRead less
The impact of park renewal on park usage and park-based physical activity. The study will examine whether the refurbishment of a park located in a low socio-economic area of Melbourne has an impact on park usage and park-based physical activity. The findings will help inform the design of future parks to optimise park usage and physical activity performed within the park.
Protecting young people from harm and injury: investigating the utility of a risk and protective framework. Serious injuries due to transport, violence and alcohol associated risk-taking are the main cause of teenage death. An innovative school course will be taught and evaluated that increases protecting others from risk, helping injured friends and promoting a connected environment where teachers and peers reach out to provide support.