Practice-based Systematized Nomenclature of Medicine (SNOMED) concept learning for drug-disease precaution early detection and refinement. The outcome of the Systematized Nomenclature of Medicine (SNOMED) concept learning system will help mitigate the impact of Adverse Drug Events hence directly contribute to the National Research Priority promoting and maintaining good health. It will tailor SNOMED knowledge to different clinical settings and provide evidence-based preventative health care. Th ....Practice-based Systematized Nomenclature of Medicine (SNOMED) concept learning for drug-disease precaution early detection and refinement. The outcome of the Systematized Nomenclature of Medicine (SNOMED) concept learning system will help mitigate the impact of Adverse Drug Events hence directly contribute to the National Research Priority promoting and maintaining good health. It will tailor SNOMED knowledge to different clinical settings and provide evidence-based preventative health care. The enabling methodology from this project for building computerised cognitive learning systems will be a frontier technology to enhance smart information use in clinical decision support. It will also contribute to the development of knowledge-based systems. A network version of the developed system will assist doctors working in rural and remote areas with their clinical decision making and prescribing practice.Read moreRead less
Design of adaptive learning visual sensor networks for crowd modelling in high-density and occluded scenarios. Partnering University of Melbourne researchers, with video surveillance experts SenSen, engineering consultants ARUP and the Melbourne Cricket Club, the project addresses research enabling a system-integrating, existing surveillance, infrastructure to model crowd behaviour and exit strategies, providing real-time analysis, prediction and response capabilities for venue managers and emer ....Design of adaptive learning visual sensor networks for crowd modelling in high-density and occluded scenarios. Partnering University of Melbourne researchers, with video surveillance experts SenSen, engineering consultants ARUP and the Melbourne Cricket Club, the project addresses research enabling a system-integrating, existing surveillance, infrastructure to model crowd behaviour and exit strategies, providing real-time analysis, prediction and response capabilities for venue managers and emergency services. This new capability enhances utilisation of security resources to prevent injury and fatalities in evacuation scenarios, applicable to existing venues and influencing the development of new facilities around the country. The project delivers researcher training, global clientele for local technology and a platform for local industry growth.Read moreRead less
International collaboration in teaching and learning of Einsteinian physics. Following a previous project that showed that it is possible and beneficial to teach the modern Einsteinian paradigm of space, time, matter, light and gravity to students as young as 8 years old, this project aims to test and evaluate a seamless progression of learning modern physics through primary and secondary school. It will sequence, integrate and test research-informed teaching and learning materials, and assessme ....International collaboration in teaching and learning of Einsteinian physics. Following a previous project that showed that it is possible and beneficial to teach the modern Einsteinian paradigm of space, time, matter, light and gravity to students as young as 8 years old, this project aims to test and evaluate a seamless progression of learning modern physics through primary and secondary school. It will sequence, integrate and test research-informed teaching and learning materials, and assessment instruments developed through a 7-nation collaboration. Research across 24 schools will be reviewed by a panel drawn from professional organisations and curriculum authorities, and learning resources will be widely disseminated, with view to worldwide introduction of Einsteinian science at school.Read moreRead less
Emotional learning in socioscientific issues for enhancement of scientific literacy. This project will aim to address international concerns about waning student interest and participation in science by engaging middle school students imaginatively in socioscientific issues. Expected outcomes will enhance students' scientific literacy, and the production of positive emotional energy and the classroom emotional climate.
Small steps in science: developing young children's science understanding through playgroup incursions. This project will determine how best to structure science-related incursions into playgroups to provide quality experiences to assist children’s learning and to increase adult-child engagement in science activities. The resulting increased understanding will assist parents and early childhood educators to teach science effectively to young children.
Executive functioning, gender, age and medication as predictors of developmental well-being among students with ADHD. This study constructs social-cognitive phenotypes of ADHD, evaluates mental health and investigates ADHD student perceptions of classroom environment and achievement in science as functions of executive functioning, gender, age and medication. The effect of standard psychostimulant intervention and a novel nonpsychostimulant option on executive function, developmental and educati ....Executive functioning, gender, age and medication as predictors of developmental well-being among students with ADHD. This study constructs social-cognitive phenotypes of ADHD, evaluates mental health and investigates ADHD student perceptions of classroom environment and achievement in science as functions of executive functioning, gender, age and medication. The effect of standard psychostimulant intervention and a novel nonpsychostimulant option on executive function, developmental and educational outcomes will be investigated. The expected outcomes will inform more effective teacher professional development, and reduce school problems associated with psychostimulant medication and its illicit distribution by students. The linkage of health and education partners meets a nationally identified need for more effective collaboration to improve education outcomes for ADHD students.Read moreRead less
Parents as Partners: Getting children off to a healthy start in literacy. Our nation is best served by children getting off to a healthy start in literacy. However, almost one in six children fails to do so. This group has reduced academic and vocational options, increased social, emotional and mental health problems, higher youth unemployment, and is significantly over-represented among offenders. The nation bears the costs of these problems through reduced productivity and expenditure on unemp ....Parents as Partners: Getting children off to a healthy start in literacy. Our nation is best served by children getting off to a healthy start in literacy. However, almost one in six children fails to do so. This group has reduced academic and vocational options, increased social, emotional and mental health problems, higher youth unemployment, and is significantly over-represented among offenders. The nation bears the costs of these problems through reduced productivity and expenditure on unemployment benefits, social programs, mental health services, and incarceration. This project targets both these sources of loss to the nation by utilising a hitherto untapped community resource: Training parents of preschoolers to develop critical pre-literacy skills in their children at home before they begin to fail. Read moreRead less
Reducing self-harm and suicidal behaviours in young people in WA. Aims: reduce self-harm and suicidal behaviours in young people by upskilling teachers and providing resources to respond rapidly to students at risk via an innovative intervention with near real-time measures of changes in vulnerability.
Significance: self-harm and suicidal behaviours are increasing at alarming rates in young people. Schools are ideally placed to respond but many struggle to do so. New regular measures and advance ....Reducing self-harm and suicidal behaviours in young people in WA. Aims: reduce self-harm and suicidal behaviours in young people by upskilling teachers and providing resources to respond rapidly to students at risk via an innovative intervention with near real-time measures of changes in vulnerability.
Significance: self-harm and suicidal behaviours are increasing at alarming rates in young people. Schools are ideally placed to respond but many struggle to do so. New regular measures and advanced machine learning algorithms measuring change in risk in real time will enable schools to respond in a timely and effective manner
and save lives.
Expected outcomes: a new intervention to reduce self-harm and suicidal behaviours in young people that measures fluctuations in risk via a Temporal Vulnerability Index.Read moreRead less
Innovative measurement approaches to optimise the comparability of large-scale and high-stakes performance assessments. Over 1.2 million Australian school children participate in national and high-stakes state assessments each year. This project aims to produce improved and novel methods for assessing students using open-ended tasks so that educators can more accurately compare students’ achievements and track their progress. In turn, this aims to support decision makers to enable better educati ....Innovative measurement approaches to optimise the comparability of large-scale and high-stakes performance assessments. Over 1.2 million Australian school children participate in national and high-stakes state assessments each year. This project aims to produce improved and novel methods for assessing students using open-ended tasks so that educators can more accurately compare students’ achievements and track their progress. In turn, this aims to support decision makers to enable better educational outcomes. The investigators aim to refine a rubric used in the National Assessment Program—Literacy and Numeracy (NAPLAN) so that Writing assessments are as accurate and comparable as possible. Methods also aim to be designed to enable more accurate and comparable assessments of Australian children in areas not covered by NAPLAN such as History and The Arts.Read moreRead less
Improving teacher assessment using exemplars and online moderation. This project aims to assess the dependability of teacher judgement using psychometric scaling and online moderation. The project will use an innovative approach to connect achievement standards and judgement-practice for middle-year students in Australian education system. Expected outcomes of the project include the development of scaled work samples exemplifying A-E standards of achievement, refined methods for the consistency ....Improving teacher assessment using exemplars and online moderation. This project aims to assess the dependability of teacher judgement using psychometric scaling and online moderation. The project will use an innovative approach to connect achievement standards and judgement-practice for middle-year students in Australian education system. Expected outcomes of the project include the development of scaled work samples exemplifying A-E standards of achievement, refined methods for the consistency and comparability of assessment decisions, and a new approach to moderating teacher judgements. This project should provide significant benefits in building teachers’ assessment capabilities, shaping policy and teacher preparation.Read moreRead less