Discovery Early Career Researcher Award - Grant ID: DE240100635
Funder
Australian Research Council
Funding Amount
$448,801.00
Summary
Understanding the development of lifestyle behaviours in early childhood. This project adopts novel statistical modelling and machine learning approaches to understand the development of lifestyle behaviours in early childhood. Despite the pivotal role of lifestyle behaviours in influencing health and quality of life, little research exists on lifestyle behaviours in early childhood. This project will establish a comprehensive understanding of lifestyle behaviours in early childhood by identifyi ....Understanding the development of lifestyle behaviours in early childhood. This project adopts novel statistical modelling and machine learning approaches to understand the development of lifestyle behaviours in early childhood. Despite the pivotal role of lifestyle behaviours in influencing health and quality of life, little research exists on lifestyle behaviours in early childhood. This project will establish a comprehensive understanding of lifestyle behaviours in early childhood by identifying key developmental time points, mechanisms of behavioural change, and children at risk of developing poor lifestyle behaviours. The project will inform strategies and policies to optimise lifestyle behaviours from the start of life and showcase the capabilities of novel methods in advancing behavioural epidemiology.Read moreRead less
Novel Retinal Architectural Vascular Signs And Risk Of Cardiovascular Disease: The AusDiab Study
Funder
National Health and Medical Research Council
Funding Amount
$754,254.00
Summary
Cardiovascular disease (CVD) and diabetes are major health problems. Identifying 'people at risk' is critical to design preventative strategies. We have developed new computer software to measure detailed characteristics of retinal vessels. By appling this system to predict CVD or diabetes in the AusDiab Study we aim to find 'the best combination of risk factors' to predict CVD and diabetes. This will open up the possibility of new risk assessment using a simple 'eye scan.'
What will it take to decrease socio-economic inequalities in obesity? There is little understanding of how the increasing prevalence of obesity, and its prevention and management, may contribute to socio-economic inequalities in health. This project aims to identify policies that are most likely to both decrease the prevalence of obesity and decrease associated inequalities in health.
From science to policy: quantifying and managing the risk of mosquito borne disease in the context of climate change. It is important to assess and manage the health risks of climate change. This research will create fundamental knowledge and practical skills on the interdisciplinary assessment and management of health risks of climate change, and explore policy ramifications of research outcomes in this study.
Understanding individual, workplace and system level influences on return to work in a changing Australian labour market. This project will identify where challenges arise in return to work after a work-related injury or illness for older workers and people with mental stress claims. The results of this project will help form the basis of policy and program changes to address these issues and enable these groups of workers to have better health and economic outcomes.
Effects of feedback and incentive-based insurance on driving behaviours. This project aims to examine the extent to which direct-feedback and incentive-based insurance modify a drivers’ behaviour. The project plans to apply in-vehicle telematics and to link information obtained from the technology directly to personalised safety messaging. The project then plans to assess the impact of this by calculating individual personal injury and the potential reduction to property damage insurance premium ....Effects of feedback and incentive-based insurance on driving behaviours. This project aims to examine the extent to which direct-feedback and incentive-based insurance modify a drivers’ behaviour. The project plans to apply in-vehicle telematics and to link information obtained from the technology directly to personalised safety messaging. The project then plans to assess the impact of this by calculating individual personal injury and the potential reduction to property damage insurance premiums. The study has the potential to profoundly influence not only the insurance industry by reducing individual risk and insurance scheme liability, but also deliver reductions in road trauma among the target population namely, young drivers.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE120101580
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
The impact of the ageing workforce on work injury and compensation systems in Australia. This project seeks to better understand important questions related to work injury and its consequences within the context of the ageing Australian labour market. These include understanding how occupational and age-related factors impact on the risk of work injury and if the relationship between age and recovery and safe return to work after injury.
Reducing the burden of alcohol and other drug use in Australia. The costs of alcohol and other drug use to the Australian community are significant. This research will aim to reduce this burden by developing the evidence for effective intervention and then working with policymakers and practitioners to improve responses to alcohol and other drugs in the community.
Advancing cycling as an active transport mode using data driven approaches. This research program aims to provide the critical evidence that is needed to advance cycling as an active and sustainable mode of transport. Through interdisciplinary research and multi-national collaborations, the program will develop a world-leading data platform that will monitor, inform and evaluate cycling, and use this platform to provide the evidence that is needed to enhance cycling participation, safety and inf ....Advancing cycling as an active transport mode using data driven approaches. This research program aims to provide the critical evidence that is needed to advance cycling as an active and sustainable mode of transport. Through interdisciplinary research and multi-national collaborations, the program will develop a world-leading data platform that will monitor, inform and evaluate cycling, and use this platform to provide the evidence that is needed to enhance cycling participation, safety and infrastructure. The outcomes of the research will revolutionise our ability to implement safe and connected cycling infrastructure in areas of greatest need, leading to reduced injury, greater equity and wider uptake of cycling as a mode of transport, thereby leading to substantial gains in population and environmental health.Read moreRead less