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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
Therapeutic songwriting, neurodisability, and identity. Thousands of Australians present with fractured identities following acquired spinal or brain injuries which can diminish their capacity to participate in and contribute to society. This project aims to investigate the effect of a song writing intervention on reconstruction of a meaningful integrated identity and psychological wellbeing post-injury. It aims to construct a model of mechanisms of change, identify factors influencing change an ....Therapeutic songwriting, neurodisability, and identity. Thousands of Australians present with fractured identities following acquired spinal or brain injuries which can diminish their capacity to participate in and contribute to society. This project aims to investigate the effect of a song writing intervention on reconstruction of a meaningful integrated identity and psychological wellbeing post-injury. It aims to construct a model of mechanisms of change, identify factors influencing change and explore the role of musical identity in the process of identity reconstruction. It is expected that the findings will show evidence that song writing can enhance wellbeing, improve self-concept, and increase social and economic participation in society.Read moreRead less
Framing and Enabling Children’s Active Play using Novel Technology. This project aims to address inactivity in the 3-5 age group through understanding and exploring innovative interactive active play experiences for children, with a view to increasing their physical activity over the long term. This project will be based on empirical research with real children undertaking real interactive experiences in real contexts, in order to understand issues around sustained engagement with these types of ....Framing and Enabling Children’s Active Play using Novel Technology. This project aims to address inactivity in the 3-5 age group through understanding and exploring innovative interactive active play experiences for children, with a view to increasing their physical activity over the long term. This project will be based on empirical research with real children undertaking real interactive experiences in real contexts, in order to understand issues around sustained engagement with these types of systems. We will design and develop solutions that may address the issues and test those interventions in a longitudinal manner. The outcome will be a framework which can be applied in a variety of situations and modalities by designers and developers of such systems, and feed into childhood technology guidelines.
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Improving workplace productivity via an AI-based physical activity chatbot . This project aims to develop, train and evaluate a physical activity chatbot using artificial intelligence and machine learning to improve workplace productivity in sedentary office workers. Productivity losses, due to high numbers of physically inactive workers, cost the Australian economy $14 billion per year. The cost of effective and scalable workplace physical activity programs acts as a barrier to their implementa ....Improving workplace productivity via an AI-based physical activity chatbot . This project aims to develop, train and evaluate a physical activity chatbot using artificial intelligence and machine learning to improve workplace productivity in sedentary office workers. Productivity losses, due to high numbers of physically inactive workers, cost the Australian economy $14 billion per year. The cost of effective and scalable workplace physical activity programs acts as a barrier to their implementation. As such, innovative programs that can reach large numbers of workers at minimal cost are needed. This project aims to generate new knowledge on the use of artificial intelligence to achieve behavioural improvements and will lead to the development of a new type of behaviour change program with broad applicability.
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Intergenerational park design for active and engaged communities. This project will assess the opportunities and barriers for physical activity for intergenerational park users within South East Queensland. In 2015, approximately 80% of the world’s adolescents and 25% of adults were insufficiently active. Physical inactivity costs the Australian economy $13.8 billion annually, and contributes to the fourth leading cause of death worldwide. Local and neighbourhood parks can offer opportunities fo ....Intergenerational park design for active and engaged communities. This project will assess the opportunities and barriers for physical activity for intergenerational park users within South East Queensland. In 2015, approximately 80% of the world’s adolescents and 25% of adults were insufficiently active. Physical inactivity costs the Australian economy $13.8 billion annually, and contributes to the fourth leading cause of death worldwide. Local and neighbourhood parks can offer opportunities for all ages to be physically active and engage across generations, yet are often under-designed and under-utilised for physical activity. Evidence-based design guidelines for active intergenerational parks for use across Australia will lead to higher quality parks that more effectively encourage physical activity and improve health and wellbeing.Read moreRead less
Empowering and protecting children by enhancing knowledge, skills and well-being: a randomised trial of Learn to BE SAFE with Emmy™. By evaluating the school-based program, Learn to BE SAFE with Emmy™ developed by ACT for Kids, this multi-site, Queensland project will use innovative methods to guide efforts to prevent child abuse. This project will focus on young children to promote competence in protective behaviours and improve child and family well-being.
Sustaining effective educational initiatives. This project aims to investigate how educational initiatives can be sustained over the long term. Schools and early childhood and care services deliver programmes to develop students' social and emotional wellbeing, promote mental health, prevent bullying and address eating disorders. However, effective initiatives often fade away when start-up resources run out. This project will review models of implementation and provide exemplars of good practice ....Sustaining effective educational initiatives. This project aims to investigate how educational initiatives can be sustained over the long term. Schools and early childhood and care services deliver programmes to develop students' social and emotional wellbeing, promote mental health, prevent bullying and address eating disorders. However, effective initiatives often fade away when start-up resources run out. This project will review models of implementation and provide exemplars of good practice to better enable sustainability at all phases of implementation, evaluation and long-term maintenance of educational initiatives.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE130101734
Funder
Australian Research Council
Funding Amount
$371,622.00
Summary
Should I stay or should I go? Increasing natural disaster preparedness and survival through animal attachment. This project will determine the extent to which people's willingness to risk their lives to save animals during natural disasters could be reinterpreted as a protective factor by motivating preparedness. This information will be used to create effective public health campaigns designed to increase natural disaster preparedness and save lives.
Discovery Early Career Researcher Award - Grant ID: DE210101791
Funder
Australian Research Council
Funding Amount
$401,567.00
Summary
Influence of the food environment near schools on children's food intake. Bridging the disciplines of nutrition, public health, geography and urban planning, this unique and innovative project strives to be the first in Australia to: (i) longitudinally map, measure and monitor the food environment near schools; and (ii) comprehensively investigate how the proximity of healthy and unhealthy food outlets near schools impacts on children’s eating behaviours. The findings will be used to develop a s ....Influence of the food environment near schools on children's food intake. Bridging the disciplines of nutrition, public health, geography and urban planning, this unique and innovative project strives to be the first in Australia to: (i) longitudinally map, measure and monitor the food environment near schools; and (ii) comprehensively investigate how the proximity of healthy and unhealthy food outlets near schools impacts on children’s eating behaviours. The findings will be used to develop a set of policy and practice recommendations for key stakeholders (e.g., school staff, students, parents, community members, retailers, planners and government) to help create equitable and health-promoting food environments near schools.Read moreRead less
A cluster randomised controlled trial of a school-based physical activity intervention in at-risk communities. This project will test the effect of a professional development program targeting physical education teachers, designed to increase students' opportunities to do physical activity during physical education lessons. It will focus on how to enhance their motivation to not only be physically active during physical education lessons, but also outside school hours.