Modelling active play in preschool children using machine learning. This interdisciplinary project explores novel machine learning approaches to modelling physical activity data in preschool children. The approach taken is considered the future of physical activity assessment and is expected to substantially enhance the measurement of physical activity and the evidence base that informs strategies to improve population health through physical activity promotion. The project aims to transform the ....Modelling active play in preschool children using machine learning. This interdisciplinary project explores novel machine learning approaches to modelling physical activity data in preschool children. The approach taken is considered the future of physical activity assessment and is expected to substantially enhance the measurement of physical activity and the evidence base that informs strategies to improve population health through physical activity promotion. The project aims to transform the understanding of young children's physical activity behaviour, and is expected to have important implications for the design of accurate and effective technology-based physical activity monitoring and intervention applications that could be delivered through the e-health initiative in Australia.Read moreRead less
Open(ing up) goals in physical activity: What works, when, and for whom? This project aims to advance knowledge of open goals as a new goal-setting approach to optimise the adoption and maintenance of physical activity among insufficiently active individuals. This project expects to generate substantive insights into the mechanisms that explain why, when, and for whom open goals are particularly beneficial in this population. Expected outcomes include a theory of open goals that will inform phys ....Open(ing up) goals in physical activity: What works, when, and for whom? This project aims to advance knowledge of open goals as a new goal-setting approach to optimise the adoption and maintenance of physical activity among insufficiently active individuals. This project expects to generate substantive insights into the mechanisms that explain why, when, and for whom open goals are particularly beneficial in this population. Expected outcomes include a theory of open goals that will inform physical activity promotion efforts, with the potential for broad population-level dissemination and scale-up. Significant benefits include the ability to set physical activity goals that are enjoyable and intrinsically motivating to pursue, while also avoiding detrimental effects of current practice (eg high failure rates).Read moreRead less
Does physiological plasticity of individuals render populations resilient to climate change? Abrupt environmental changes can put natural populations at risk of extinction. The project will show to what extent individuals can compensate for temperature changes and thereby render populations resilient to climate change. This research will make theoretical advances and improve the power to predict impacts of future climate change.
Health-related physical activity: Psychological determinants, consequences, and experimental interventions. Increasingly sedentary lifestyles and physical inactivity constitute a worldwide health problem. Despite well-known benefits of physical activity, preventive-medicine interventions have had limited success. Instead, we propose an innovative psychological approach, emphasising quality of subjective experience (flow), motivation, physical self-concept, and the transtheoretical model of beha ....Health-related physical activity: Psychological determinants, consequences, and experimental interventions. Increasingly sedentary lifestyles and physical inactivity constitute a worldwide health problem. Despite well-known benefits of physical activity, preventive-medicine interventions have had limited success. Instead, we propose an innovative psychological approach, emphasising quality of subjective experience (flow), motivation, physical self-concept, and the transtheoretical model of behavioural change. We propose psychological determinants of physical activity and a new experimental intervention to significantly enhance health-related physical activity. The research breaks new theoretical ground, extending and integrating different theoretical perspectives, offering a synergy between qualitative and quantitative research traditions, and providing practical benefits to mental and physical health and to quality of life.Read moreRead less
Furthering Positive Futures for Children with Intellectual Disabilities: A Longitudinal Investigation. This project will address the paucity of empirical research on drivers of psychosocial and physical well-being (PPW; for example self-concept, depression, behavioural problems, physical fitness, weight) of children with Intellectual Disabilities (ID). This proposal presents an extensive research program aimed at understanding the effects of school life and Physical Activity (PA) on PPW for Aust ....Furthering Positive Futures for Children with Intellectual Disabilities: A Longitudinal Investigation. This project will address the paucity of empirical research on drivers of psychosocial and physical well-being (PPW; for example self-concept, depression, behavioural problems, physical fitness, weight) of children with Intellectual Disabilities (ID). This proposal presents an extensive research program aimed at understanding the effects of school life and Physical Activity (PA) on PPW for Australian children with ID. This program examines: the relations between school life and PPW; the benefits, barriers and predictors of PA; moderators (personal characteristics, educational settings). The overarching objective is to advance theory and research in this area, and to inform intervention strategies furthering more positive futures for children with ID.Read moreRead less
Psychological determinants of physical activity across the life span and critical life-stage transitions: Cross-sectional, longitudinal causal modelling, and experimental interventions. Increasingly, sedentary lifestyles and physical inactivity are major worldwide health problems. Despite well-established health benefits of physical activity, existing medical-oriented interventions have had limited effects on increasing population-levels of activity. We propose a psychological approach, emphasiz ....Psychological determinants of physical activity across the life span and critical life-stage transitions: Cross-sectional, longitudinal causal modelling, and experimental interventions. Increasingly, sedentary lifestyles and physical inactivity are major worldwide health problems. Despite well-established health benefits of physical activity, existing medical-oriented interventions have had limited effects on increasing population-levels of activity. We propose a psychological approach, emphasizing quality of subjective experience (flow), motivation, physical self-concept, and the transtheoretical model of change. We will evaluate psychological determinants of health-related physical activity and implement experimental physical activity enhancing interventions at two critical life stages: for late-adolescents and older Australians. The proposal advances theory and methodology in a National Research Priority area, providing practical solutions to important societal problems with socioeconomic benefits for Australia.Read moreRead less
Protecting cereal grain development at high temperatures. This project aims to investigate new temperature-responsive factors that regulate cereal grain development to protect grain production under heat stress. The new research will leverage international collaborations with access to cutting-edge genetic and technological resources, and refine novel X-ray imaging techniques in Australia, to observe how temperature affects flower structure and function in barley and rice. Favourable mutations t ....Protecting cereal grain development at high temperatures. This project aims to investigate new temperature-responsive factors that regulate cereal grain development to protect grain production under heat stress. The new research will leverage international collaborations with access to cutting-edge genetic and technological resources, and refine novel X-ray imaging techniques in Australia, to observe how temperature affects flower structure and function in barley and rice. Favourable mutations that optimise plant yield and fitness will be defined and explored in other, more complex, cereals such as wheat. Expected outcomes will be fundamental breakthroughs in understanding how plants respond to, and buffer, the effects of heat to lead to translational breeding strategies that bolster grain yield.Read moreRead less
How does habitat complexity drive motor ageing and fitness in wild mammals? This project aims to demonstrate how habitat complexity shapes motor ageing in wild dasyurid marsupials, and to improve these animals’ motor function, slow its decline and increase reproductive output via behavioural and physiological changes. Motor decline should dramatically impact an animal growth, survival and reproduction by affecting how it moves through habitats when foraging, seeking mates, or escaping from preda ....How does habitat complexity drive motor ageing and fitness in wild mammals? This project aims to demonstrate how habitat complexity shapes motor ageing in wild dasyurid marsupials, and to improve these animals’ motor function, slow its decline and increase reproductive output via behavioural and physiological changes. Motor decline should dramatically impact an animal growth, survival and reproduction by affecting how it moves through habitats when foraging, seeking mates, or escaping from predators. However, little is known about the environmental drivers of motor ageing in wild animals. Our project addresses an important gap in the field of evolutionary ecology. Since decline in muscle function affects the quality of Australian's life, our work could lead to important economic and health implications.Read moreRead less
Salinity tolerance along an aridity gradient: linking physiological processes with morphological constraints on leaf function in mangroves. The proposed research will provide insight into the physiological and morphological features that control the productivity of mangrove forests across broad gradients in salinity and aridity. Central to this is this identification of plant traits that increase salt and drought tolerance, which will assist in the development of plant varieties suited to Austra ....Salinity tolerance along an aridity gradient: linking physiological processes with morphological constraints on leaf function in mangroves. The proposed research will provide insight into the physiological and morphological features that control the productivity of mangrove forests across broad gradients in salinity and aridity. Central to this is this identification of plant traits that increase salt and drought tolerance, which will assist in the development of plant varieties suited to Australian conditions. The results will also contribute to development of process-based models to better predict the response of mangrove vegetation to changing climate. A deep understanding of the processes that influence the growth and survival of mangroves is of fundamental importance to sustainable fisheries and protection of wildlife reliant on coastal ecosystems. Read moreRead less
How does the interaction between environmental drivers determine the impact of global change on animals? There is an urgent need to determine how vulnerable natural populations are to simultaneous changes in more than one environmental driver. This project will take an integrative approach, using molecular, physiological and ecological tools, to determine whether cellular responses to the interaction between UV-B radiation and temperature vary between populations, and within individuals over tim ....How does the interaction between environmental drivers determine the impact of global change on animals? There is an urgent need to determine how vulnerable natural populations are to simultaneous changes in more than one environmental driver. This project will take an integrative approach, using molecular, physiological and ecological tools, to determine whether cellular responses to the interaction between UV-B radiation and temperature vary between populations, and within individuals over time. This project will bridge the gap between physiology and ecology by testing whether molecular responses translate into fitness benefits for the organism to gain an understanding at a level that is relevant for conservation. Read moreRead less