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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: 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: DE230101210
Funder
Australian Research Council
Funding Amount
$431,476.00
Summary
Social Inequalities in Oral Health among Australian Working Age Adults. Australian working age adults with social and economic disadvantage have significantly poorer oral health outcomes than those from advantaged backgrounds. This project explores how changes in social position over time, and interactions between different forms of social disadvantage, contribute to social inequalities in oral health. This project expects to improve understanding of social inequalities in oral health, and its s ....Social Inequalities in Oral Health among Australian Working Age Adults. Australian working age adults with social and economic disadvantage have significantly poorer oral health outcomes than those from advantaged backgrounds. This project explores how changes in social position over time, and interactions between different forms of social disadvantage, contribute to social inequalities in oral health. This project expects to improve understanding of social inequalities in oral health, and its solutions, by developing and applying analytical and simulation models. This will help identify ways to reduce the persistent social inequalities in oral health outcomes in working age adults. In doing this, it will inform policies in future that will significantly improve the well-being of Australian working age adults.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101174
Funder
Australian Research Council
Funding Amount
$443,154.00
Summary
Harnessing life-course transitions to optimise time-use behaviour habits. At every stage of life, how we use our time is one of the greatest determinants of our happiness, productivity, social wellbeing and quality of life. Time-use habits, for better or worse, are entrenched in daily routines that are difficult to break. This project aims to use existing population datasets to identify when during their life people are most likely to change their time-use habits, and to describe who may be at g ....Harnessing life-course transitions to optimise time-use behaviour habits. At every stage of life, how we use our time is one of the greatest determinants of our happiness, productivity, social wellbeing and quality of life. Time-use habits, for better or worse, are entrenched in daily routines that are difficult to break. This project aims to use existing population datasets to identify when during their life people are most likely to change their time-use habits, and to describe who may be at greatest risk of making unfavourable changes (e.g., replacing physical activity with sedentary time, not getting enough sleep). Expected outcomes include new analytical methods to understand time-use routines and new knowledge to inform future time-use improvement strategies to enable Australians to live their best life.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: 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: DE160100477
Funder
Australian Research Council
Funding Amount
$335,000.00
Summary
Network modelling nationally important emerging infectious diseases. The project aims to develop decision-support tools for emerging infectious disease outbreaks that build on recent advances in gene sequencing and predictive modelling. Infectious disease transmission depends on the proximity and attributes of infectious and susceptible animals, evolution of the host-pathogen relationship and environmental influences. Recent changes in these have led to a series of major outbreaks with impacts o ....Network modelling nationally important emerging infectious diseases. The project aims to develop decision-support tools for emerging infectious disease outbreaks that build on recent advances in gene sequencing and predictive modelling. Infectious disease transmission depends on the proximity and attributes of infectious and susceptible animals, evolution of the host-pathogen relationship and environmental influences. Recent changes in these have led to a series of major outbreaks with impacts on animal health, productivity and trade. New decision-support tools are required to combine genetic sequences with epidemiological data early in large outbreaks. The intended outcome of the project is that the models developed may enable appropriate and timely intervention and reduce impacts in future outbreaks.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: DE190101276
Funder
Australian Research Council
Funding Amount
$326,150.00
Summary
Breaking patterns of violence to prevent family homicide. This project aims to quantify the relationship and interdependencies between risk factors and service utilisation among family homicide victims and offenders. These will be identified from an analysis of criminal justice and Coroners’ data on family homicide using Bayesian networks. This innovative approach will produce a model to predict the probability of a lethal outcome, and enable resources to be targeted for interventions to parties ....Breaking patterns of violence to prevent family homicide. This project aims to quantify the relationship and interdependencies between risk factors and service utilisation among family homicide victims and offenders. These will be identified from an analysis of criminal justice and Coroners’ data on family homicide using Bayesian networks. This innovative approach will produce a model to predict the probability of a lethal outcome, and enable resources to be targeted for interventions to parties identified as high risk prior to escalation that could lead to death. The knowledge from this project will help save the lives of victims, change the life course of offenders and reduce exposure to violence by other family members to break intergenerational patterns of family violence.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180101411
Funder
Australian Research Council
Funding Amount
$366,996.00
Summary
Designing injury rehabilitation schemes for transport systems of tomorrow. This project aims to develop new models for understanding the effect of road transport system design on injury insurance, compensation and rehabilitation scheme performance. Injury rehabilitation schemes are critical facilitators of recovery for people injured in road crashes. However, rapid developments in artificial intelligence and autonomous vehicles are heralding a transportation revolution that may disrupt their per ....Designing injury rehabilitation schemes for transport systems of tomorrow. This project aims to develop new models for understanding the effect of road transport system design on injury insurance, compensation and rehabilitation scheme performance. Injury rehabilitation schemes are critical facilitators of recovery for people injured in road crashes. However, rapid developments in artificial intelligence and autonomous vehicles are heralding a transportation revolution that may disrupt their performance. The project expects to generate new knowledge for policy-makers and injury scheme managers to ensure injury schemes remain viable and perform well in the face of transport system change. It will assist injury schemes to prepare for potential challenges generated by future transport system design.Read moreRead less