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
Discovery Early Career Researcher Award - Grant ID: DE180100825
Funder
Australian Research Council
Funding Amount
$336,128.00
Summary
Evaluating interventions to prevent serious road traffic crashes. This project aims to advance knowledge on the prevention of road traffic crashes that result in serious injury or death. Road traffic injuries are the second leading cause of hospitalised injury and injury-related deaths in Australia, and are estimated to cost the economy $27 billion annually. This project will establish a data collection system that will evaluate existing and novel countermeasures to serious road traffic crashes. ....Evaluating interventions to prevent serious road traffic crashes. This project aims to advance knowledge on the prevention of road traffic crashes that result in serious injury or death. Road traffic injuries are the second leading cause of hospitalised injury and injury-related deaths in Australia, and are estimated to cost the economy $27 billion annually. This project will establish a data collection system that will evaluate existing and novel countermeasures to serious road traffic crashes. The outcome of this project will inform road safety policies and cost-effective countermeasures. Insights from the project can contribute to road safety improvements in Australia and a substantial reduction in the burden of fatal and non-fatal road traffic injury.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200101618
Funder
Australian Research Council
Funding Amount
$397,241.00
Summary
Reproducibility and transparency in the synthesis of research findings. This project aims to evaluate the reproducibility and transparency of systematic reviews and meta-analyses of the effects of health, social, behavioural and educational interventions. The project expects to determine how reliable, trustworthy, and reusable syntheses of research findings are, and provide critical insight into the education and technical infrastructure needed to improve them. Expected outcomes of the project i ....Reproducibility and transparency in the synthesis of research findings. This project aims to evaluate the reproducibility and transparency of systematic reviews and meta-analyses of the effects of health, social, behavioural and educational interventions. The project expects to determine how reliable, trustworthy, and reusable syntheses of research findings are, and provide critical insight into the education and technical infrastructure needed to improve them. Expected outcomes of the project include new methods to enhance open and reproducible research practices in research synthesis, regardless of discipline. This should provide significant benefits beyond the DECRA, such as more credible evidence to inform government policies and professional society guideline recommendations.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100679
Funder
Australian Research Council
Funding Amount
$376,761.00
Summary
Child maltreatment, youth and adult offending: Pathways and prevention. This project aims to investigate when, how and for whom experiences of child abuse and neglect lead to youth and adult offending. It expects to generate evidence needed to inform preventive interventions that can alter pathways from maltreatment to offending by identifying when to intervene, which factors to target, and for whom. Expected outcomes include a deeper understanding of child protection, developmental and school f ....Child maltreatment, youth and adult offending: Pathways and prevention. This project aims to investigate when, how and for whom experiences of child abuse and neglect lead to youth and adult offending. It expects to generate evidence needed to inform preventive interventions that can alter pathways from maltreatment to offending by identifying when to intervene, which factors to target, and for whom. Expected outcomes include a deeper understanding of child protection, developmental and school factors that influence life course offending pathways, and the translation of these findings to inform prevention. This should increase the ability to effectively design and target prevention initiatives that aim to improve outcomes for individuals, families and communities who bear the costs of maltreatment and crime.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE140101570
Funder
Australian Research Council
Funding Amount
$363,128.00
Summary
Getting real about risk: using medical records in the geospatial analysis of chronic disease risk in Australia. Crafting an informed response to the alarming rise of chronic disease is the most challenging public health issue in Australia. This project will design a method of producing fine-grained maps of future chronic disease risk directly from the medical records held in general practices. This will involve innovative new techniques in data handling, geocoding, analysis and interpolation to ....Getting real about risk: using medical records in the geospatial analysis of chronic disease risk in Australia. Crafting an informed response to the alarming rise of chronic disease is the most challenging public health issue in Australia. This project will design a method of producing fine-grained maps of future chronic disease risk directly from the medical records held in general practices. This will involve innovative new techniques in data handling, geocoding, analysis and interpolation to create risk surfaces across a metropolitan area and comparisons with built environment and socio-economic data, providing new insights into risk factors. It will be the first such geospatial analysis of real clinical data in Australia, which will pioneer geospatial risk analysis for planning preventative health measures, interventions and policy responses.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE170100726
Funder
Australian Research Council
Funding Amount
$381,000.00
Summary
Socioeconomic effects of fault attribution after a motor vehicle crash. This project aims to identify claimant and crash risk characteristics that predict elevated socio-economic burden on injured persons, compensation systems and the public health system. 19% of Australians injured in road trauma annually report long-term reductions in social participation and work capacity, and have costly health service needs. Attributions of fault lead to perceived injustice and affect the capacity to cope w ....Socioeconomic effects of fault attribution after a motor vehicle crash. This project aims to identify claimant and crash risk characteristics that predict elevated socio-economic burden on injured persons, compensation systems and the public health system. 19% of Australians injured in road trauma annually report long-term reductions in social participation and work capacity, and have costly health service needs. Attributions of fault lead to perceived injustice and affect the capacity to cope with trauma. This project will evaluate the effect of fault attributions on socioeconomic outcomes. Expected results include approaches for identifying those at greatest risk of poor outcomes who need additional support after a crash.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100456
Funder
Australian Research Council
Funding Amount
$375,288.00
Summary
The interaction between injury compensation and social security systems. With the ultimate goal of reducing the road traffic crash burden in Australia, on individuals, their families, and on the nation's social support systems, the project will determine the impact of pre-claim social factors on compensation system outcomes including claim duration, benefits and costs, and the impact of compensation system design on claim and social outcomes of road traffic crash survivors. Addressing an unmet n ....The interaction between injury compensation and social security systems. With the ultimate goal of reducing the road traffic crash burden in Australia, on individuals, their families, and on the nation's social support systems, the project will determine the impact of pre-claim social factors on compensation system outcomes including claim duration, benefits and costs, and the impact of compensation system design on claim and social outcomes of road traffic crash survivors. Addressing an unmet need, this project will determine the impact of macro-level compensation system design on social and claim outcomes and allows identification of groups at higher risk for poor post-crash outcomes, in whom earlier identification and intervention can improve these, and potentially save the Australian economy $300m annually.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100077
Funder
Australian Research Council
Funding Amount
$441,935.00
Summary
A geospatial toolkit to assess community risk to environmental change. This project seeks to strengthen our understanding of the role of environmental change in driving patterns of community risk, by building a spatially and temporally explicit model, and a risk index that will be designed with input from decision makers. This project expects to improve the implementation of geospatial tools for risk assessment using an innovative approach based on evidence and practice. Expected outcomes includ ....A geospatial toolkit to assess community risk to environmental change. This project seeks to strengthen our understanding of the role of environmental change in driving patterns of community risk, by building a spatially and temporally explicit model, and a risk index that will be designed with input from decision makers. This project expects to improve the implementation of geospatial tools for risk assessment using an innovative approach based on evidence and practice. Expected outcomes include increased and optimal implementation of geospatial data in Australian systems, and enhanced research capacity to proactively respond to environmental change.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100730
Funder
Australian Research Council
Funding Amount
$448,000.00
Summary
Strategies to minimise the societal impacts of zoonotic pandemics. The continuing pandemic has had unprecedented effects across society. Population mobility restrictions have been effective in slowing transmission, but are only effective while in place and have dramatic adverse effects. Despite Australia’s relative success, we have lacked a clear national strategy to guide the optimal deployment of such restrictions. During this fellowship, I will use robust software development practices to dev ....Strategies to minimise the societal impacts of zoonotic pandemics. The continuing pandemic has had unprecedented effects across society. Population mobility restrictions have been effective in slowing transmission, but are only effective while in place and have dramatic adverse effects. Despite Australia’s relative success, we have lacked a clear national strategy to guide the optimal deployment of such restrictions. During this fellowship, I will use robust software development practices to develop a unified software platform that integrates semi-mechanistic, particle filter and agent-based methodologies. I will then use this platform to quantify the effects of mobility restrictions and define the optimal strategic response that should be selected based on the characteristics of a newly emerged pathogen.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.