Discovery Early Career Researcher Award - Grant ID: DE230100704
Funder
Australian Research Council
Funding Amount
$426,816.00
Summary
Reframing knowledge of preconception lifestyles: A socioecological approach. This project aims to reframe our understanding of women’s preconception lifestyle health using a novel, socioecological approach. This project expects to generate new knowledge on societal views of weight stigma for preconception women and identify policy stakeholders’ views on integrating preconception into healthy lifestyle policies. Expected outcomes of this project include a new theory- and evidence-informed concept ....Reframing knowledge of preconception lifestyles: A socioecological approach. This project aims to reframe our understanding of women’s preconception lifestyle health using a novel, socioecological approach. This project expects to generate new knowledge on societal views of weight stigma for preconception women and identify policy stakeholders’ views on integrating preconception into healthy lifestyle policies. Expected outcomes of this project include a new theory- and evidence-informed conceptual model for preconception lifestyle health that transcends the current focus on personal responsibility. This should provide significant benefits, such as informing policy to drive systems changes around preconception lifestyle health with concomitant cultural benefits to Australians, leading to improved population health.Read moreRead less
Interpretable Behaviour Analysis with External Structured Knowledge. This project aims to develop novel interpretable neural models for predictive analytics tasks on human behaviour, operating on sequence behaviour data associated with external supportive structured knowledge. It is expected to present theoretical foundations for robust representation learning on heterogeneous behaviour data and interpretable machine reasoning models, which can support a broad scope of intelligent systems. Expec ....Interpretable Behaviour Analysis with External Structured Knowledge. This project aims to develop novel interpretable neural models for predictive analytics tasks on human behaviour, operating on sequence behaviour data associated with external supportive structured knowledge. It is expected to present theoretical foundations for robust representation learning on heterogeneous behaviour data and interpretable machine reasoning models, which can support a broad scope of intelligent systems. Expected outcomes will be a next-generation interpretable behaviour analysis system with versatile abilities to reason over various data structures and provide a high-level interpretability about its reasoning procedure. The benefits will span the research and industry sectors, e.g., retail, healthcare, service provider.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100663
Funder
Australian Research Council
Funding Amount
$440,850.00
Summary
The Real Price of Health: Experiences of Out-of-Pocket Costs in Australia. This project aims to investigate the experiences and preferences of Australian families and individuals on low, middle, and high incomes in managing the out-of-pocket costs of chronic disease. This project aspires to ensure outcomes that are relevant to the public and patients through involving people living with chronic disease in the research team. The project expects to generate a discrete choice model that describes p ....The Real Price of Health: Experiences of Out-of-Pocket Costs in Australia. This project aims to investigate the experiences and preferences of Australian families and individuals on low, middle, and high incomes in managing the out-of-pocket costs of chronic disease. This project aspires to ensure outcomes that are relevant to the public and patients through involving people living with chronic disease in the research team. The project expects to generate a discrete choice model that describes people with chronic diseases’ preferences, and the trade-offs that they are faced with when deciding how to manage out-of-pocket health costs. The evidence arising from this innovative study will be used to directly inform Australian health policy, leading to wide-ranging health and economic benefits for the whole community.Read moreRead less
Mothers' little helper: Alcohol use in working mothers. This project aims to generate unique insights into the strains that Australian working mothers face in their daily lives and the impact these strains have on their alcohol consumption. Using innovative methods to understand strains resulting from two major life domains, family and work, the project expects to generate new knowledge which can be used to develop interventions to address this important issue. The results of this study can prov ....Mothers' little helper: Alcohol use in working mothers. This project aims to generate unique insights into the strains that Australian working mothers face in their daily lives and the impact these strains have on their alcohol consumption. Using innovative methods to understand strains resulting from two major life domains, family and work, the project expects to generate new knowledge which can be used to develop interventions to address this important issue. The results of this study can provide significant benefits not only to the quality of life of working mothers in Australia but also has society-wide implications. This is due to alcohol use being a leading avoidable cause for productivity loss alongside other social, community and economic costs.Read moreRead less
Development and evaluation of morality curriculum intervention for children in Year 7 to reduce uptake of alcohol and tobacco in high school use. This project builds on previous research that supports the notion that a moral stance against alcohol and tobacco use has a protective effect on uptake of these substances. This study aims to develop morality curriculum components on alcohol and tobacco use for children in Year 7, and to determine the effectiveness of these morality components on preve ....Development and evaluation of morality curriculum intervention for children in Year 7 to reduce uptake of alcohol and tobacco in high school use. This project builds on previous research that supports the notion that a moral stance against alcohol and tobacco use has a protective effect on uptake of these substances. This study aims to develop morality curriculum components on alcohol and tobacco use for children in Year 7, and to determine the effectiveness of these morality components on preventing uptake of alcohol and tobacco use in early secondary school (Years 8 and 9). School-based interventions to date have ignored morality issues in their alcohol and tobacco control interventions. The output of this study will be the development of evidence-based morality curriculum components to enhance the effect of existing school-based interventions on alcohol and tobacco use.Read moreRead less
Alcohol, tobacco and gambling expenditure and socioeconomic inequalities. Drinking, smoking and gambling are common lifestyle risk behaviors, which constitute critical social and health challenges for Australia. This project is the first study to examine trends in household expenditure on alcohol, tobacco, gambling, and other goods and services over the past 30 years. More importantly, this project pioneers analysis of the associations between alcohol, tobacco and gambling expenditure and housin ....Alcohol, tobacco and gambling expenditure and socioeconomic inequalities. Drinking, smoking and gambling are common lifestyle risk behaviors, which constitute critical social and health challenges for Australia. This project is the first study to examine trends in household expenditure on alcohol, tobacco, gambling, and other goods and services over the past 30 years. More importantly, this project pioneers analysis of the associations between alcohol, tobacco and gambling expenditure and housing and socioeconomic inequalities over time. The research findings will provide key insights into the changing place of these three risk behaviors in Australian society and inform future public policies to reduce problem drinking, smoking and gambling and related harms. 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
Promoting active travel and public transport for a post-pandemic world. In many major cities, COVID-19 stimulated the provision of open streets, pop up bike lanes and widened pedestrian access, prompting unprecedented increases cycling and walking. While this type of infrastructure has always been supported by urban planners and designers, the pandemic has served as a vital inflection point, enabling cities to pursue long-term sustainable transport initiatives, including investment in Active Tra ....Promoting active travel and public transport for a post-pandemic world. In many major cities, COVID-19 stimulated the provision of open streets, pop up bike lanes and widened pedestrian access, prompting unprecedented increases cycling and walking. While this type of infrastructure has always been supported by urban planners and designers, the pandemic has served as a vital inflection point, enabling cities to pursue long-term sustainable transport initiatives, including investment in Active Travel (AT). There is an opportunity to promote AT as part of an integrated transport strategy, and to develop tools for the robust evaluation of AT impacts to inform future investment strategies. This proposal will provide our partner organisation Transport for New South Wales (with the knowledge required to achieve this.
Read moreRead less
The life-course implications of declining adolescent drinking. The project aims to identify ways to ensure that recent declines in adolescent drinking are maintained and reinforced as these cohorts age into young adulthood. It expects to generate new knowledge on the trajectories of youth drinking into young adulthood. Expected outcomes include new cross-national understandings of the predictors of heavy drinking in adulthood and an updated evidence base for the development of harm prevention po ....The life-course implications of declining adolescent drinking. The project aims to identify ways to ensure that recent declines in adolescent drinking are maintained and reinforced as these cohorts age into young adulthood. It expects to generate new knowledge on the trajectories of youth drinking into young adulthood. Expected outcomes include new cross-national understandings of the predictors of heavy drinking in adulthood and an updated evidence base for the development of harm prevention policies and interventions by governments and NGOs. This should provide significant benefits to Australia via reductions in the negative health and social impacts of heavy drinking for these cohorts across their lives. Read moreRead less
Identifying optimal daily levels of movement behaviours in early childhood. This project aims to discover how much physical activity, sedentary behaviour and sleep young children need each day to best support their development. Through the creation of an international database and the application of innovative analytics, the project seeks to determine the optimal daily balance of these behaviours that results in the best developmental outcomes for young children. The project is expected to infor ....Identifying optimal daily levels of movement behaviours in early childhood. This project aims to discover how much physical activity, sedentary behaviour and sleep young children need each day to best support their development. Through the creation of an international database and the application of innovative analytics, the project seeks to determine the optimal daily balance of these behaviours that results in the best developmental outcomes for young children. The project is expected to inform national movement behaviour guidelines. The expected benefit for parents and professionals is improved confidence in supporting children’s physical activity, sedentary behaviour and sleep. The expected benefit for children is positive development, given the broad impacts of these behaviours on health and well-being.Read moreRead less