Econometric studies of the dynamics of loneliness and social isolation. This project aims to provide new insights into the socioeconomic dynamics of loneliness and social isolation using advanced econometric modelling techniques applied to longitudinal data from Australia and the UK. This project will apply advanced econometric modelling techniques to data from four nationally-representative longitudinal surveys to substantively help address these knowledge gaps, giving policy-makers new informa ....Econometric studies of the dynamics of loneliness and social isolation. This project aims to provide new insights into the socioeconomic dynamics of loneliness and social isolation using advanced econometric modelling techniques applied to longitudinal data from Australia and the UK. This project will apply advanced econometric modelling techniques to data from four nationally-representative longitudinal surveys to substantively help address these knowledge gaps, giving policy-makers new information about how to address these growing societal concerns. The expected outcomes will provide policy-makers with a better understanding of the socioeconomic triggers for loneliness and social isolation; quantify the costs of loneliness and social isolation on health and wellbeing; and identify policy interventions aimed at reducing loneliness and social isolation.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
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
Discovery Early Career Researcher Award - Grant ID: DE180100438
Funder
Australian Research Council
Funding Amount
$402,996.00
Summary
Children's time investments, cognitive development and health. This project aims to understand time investment decisions of children and adolescents. There is a need for more robust evidence on the combination of time investments that improve early cognitive skills and well being. Using advanced econometric techniques and longitudinal data, this project expects to generate new knowledge on how children and adolescents spend their time, and how such time investments affect their health and cognit ....Children's time investments, cognitive development and health. This project aims to understand time investment decisions of children and adolescents. There is a need for more robust evidence on the combination of time investments that improve early cognitive skills and well being. Using advanced econometric techniques and longitudinal data, this project expects to generate new knowledge on how children and adolescents spend their time, and how such time investments affect their health and cognitive development. Expected outcomes of this project include a greater understanding of the early determinants of health and economic inequalities. This will contribute to the development of effective policies for improving educational outcomes, preventing harmful behaviours and promoting health and well being.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
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
Evaluating the Quality of Scientific Research in Psychology. Buttressing public trust in science has never been more important, yet many sciences are experiencing a crisis of confidence. The current system of relying on journal prestige to calibrate our confidence in individual research findings has created corrupt incentives for scientists, and risks undermining public trust in science. Thousands of scientists and institutions around the world have indicated that research evaluation needs an ov ....Evaluating the Quality of Scientific Research in Psychology. Buttressing public trust in science has never been more important, yet many sciences are experiencing a crisis of confidence. The current system of relying on journal prestige to calibrate our confidence in individual research findings has created corrupt incentives for scientists, and risks undermining public trust in science. Thousands of scientists and institutions around the world have indicated that research evaluation needs an overhaul by signing the Declaration on Research Assessment. One solution is to create a public, transparent, and valid process for producing and sharing expert evaluations of individual papers. This project aims to launch this reform in psychology, and partner with PREreview to help it spread to other fields.Read moreRead less