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
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