A prospective investigation of self-injury, suicidal ideation and psychological distress in Australian secondary school students. Suicide prevention has been a national priority for the past 10 years. Self-injury is a predictor of suicide, results in considerable distress for family and friends and is associated with significant health care expenditure. In addition the known correlates of self-injury, such as depression and substance use, also pose significant burden to society and are themselve ....A prospective investigation of self-injury, suicidal ideation and psychological distress in Australian secondary school students. Suicide prevention has been a national priority for the past 10 years. Self-injury is a predictor of suicide, results in considerable distress for family and friends and is associated with significant health care expenditure. In addition the known correlates of self-injury, such as depression and substance use, also pose significant burden to society and are themselves predictors of suicide. Understanding the nature and extent of self-injury in Australian adolescents, and the causal relationships between self-injury, suicidal ideation and psychological distress, will improve the care given to those who self-injure, improve their well-being, decrease their chances of further self-injury, and decrease the chance they will die by suicide.Read moreRead less
Do perceptions of morality of alcohol, tobacco & cannabis use influence uptake in high school? In Australia, the cost of drug use was estimated at $34.4 billion in 1998-89. Preventing or delaying alcohol, tobacco and illicit drug use among adolescents is a way of reducing substance use among adults, and therefore, reduces the health, social and economic costs associated with substance use. This study will assess the protective/vulnerability effect of a range of variables on youth substance use i ....Do perceptions of morality of alcohol, tobacco & cannabis use influence uptake in high school? In Australia, the cost of drug use was estimated at $34.4 billion in 1998-89. Preventing or delaying alcohol, tobacco and illicit drug use among adolescents is a way of reducing substance use among adults, and therefore, reduces the health, social and economic costs associated with substance use. This study will assess the protective/vulnerability effect of a range of variables on youth substance use including morality and legitimacy concepts. These data will guide the development of curriculum components to enhance the effect of school-based interventions with respect to substance use, and provide practical recommendations for community interventions targeted at substance use.Read moreRead less
What works best for youth smoking prevention messages? In Australia, tobacco smoking is the leading cause of preventable death and disease, resulting in over 19,000 deaths annually. The morbidity and mortality associated with smoking costs the community over $21 billion a year. People who start smoking when they are young are more likely to smoke heavily as adults, to become more dependent on nicotine and to be at increased risk of smoking-related illness or death. This research study will provi ....What works best for youth smoking prevention messages? In Australia, tobacco smoking is the leading cause of preventable death and disease, resulting in over 19,000 deaths annually. The morbidity and mortality associated with smoking costs the community over $21 billion a year. People who start smoking when they are young are more likely to smoke heavily as adults, to become more dependent on nicotine and to be at increased risk of smoking-related illness or death. This research study will provide practical recommendations for future tobacco control television advertising targeted at youth in terms of the elements featured in tobacco control advertisements that increase advertising effectiveness. Read moreRead less
Can parents teach their children to drink alcohol responsibly? Or, is one drop a drop too many? Parents typically supply alcohol to their children believing it is the best way to teach responsible drinking. Whether parents should provide alcohol is controversial and the evidence to inform this decision is unclear. This research will provide an in-depth understanding of the consequences of parents providing alcohol to their children and when, where and how this can be done to minimise harm. This ....Can parents teach their children to drink alcohol responsibly? Or, is one drop a drop too many? Parents typically supply alcohol to their children believing it is the best way to teach responsible drinking. Whether parents should provide alcohol is controversial and the evidence to inform this decision is unclear. This research will provide an in-depth understanding of the consequences of parents providing alcohol to their children and when, where and how this can be done to minimise harm. This is a national priority as alcohol abuse is a leading cause of injury and death among young Australians and developing the knowledge for preventive health care is essential. This research will provide parents with the information they need to give their children a healthier start to life.Read moreRead less
Multi-dimensional Temporal Abstraction to Support Neonatal Clinical Research. Each year, the death of a baby causes grief for thousands of Australian parents, contributes to depression and considerable anxiety in the population. In this work we propose procedures that will significantly reduce this unhappy scenario. The availability of a complex trend and pattern analysis will give Neonatologists access to predictive clinical analysis that has not previously been available locally or internation ....Multi-dimensional Temporal Abstraction to Support Neonatal Clinical Research. Each year, the death of a baby causes grief for thousands of Australian parents, contributes to depression and considerable anxiety in the population. In this work we propose procedures that will significantly reduce this unhappy scenario. The availability of a complex trend and pattern analysis will give Neonatologists access to predictive clinical analysis that has not previously been available locally or internationally. Thus, significant benefits in terms of lower mortality rates and lower long-term disability rates among babies requiring special care is possible. This research will provide the basis for future projects that will support regional hospitals.Read moreRead less
The development of emotion regulation strategies and their relationships with psychological wellbeing: A long-term follow-up study. A largely neglected area, emotion regulation in young people will be comprehensively examined. The first of its kind worldwide, this research will provide a rich understanding of the development of emotion regulation over the course of development from late childhood to early adulthood. An understanding of the role played by emotion regulation in wellbeing will prov ....The development of emotion regulation strategies and their relationships with psychological wellbeing: A long-term follow-up study. A largely neglected area, emotion regulation in young people will be comprehensively examined. The first of its kind worldwide, this research will provide a rich understanding of the development of emotion regulation over the course of development from late childhood to early adulthood. An understanding of the role played by emotion regulation in wellbeing will provide important foundations for the development of intervention and prevention strategies that incorporate emotional functioning processes. This is predicted to result in a marked increase in the efficacy of existing prevention and intervention efforts which will lead to significant health care cost savings and social benefits, particularly for our youth.Read moreRead less
Fear, sadness and alcohol in adolescence: A test of innovative curriculum models to prevent adverse outcomes. Lack of mastery over fear, sadness and alcohol use are risk factors for the common forms of mental ill health. When fully developed, anxiety, depressive and substance use disorders account for three quarters of the disability attributed to mental disorders. While prevention strategies exist, none are universally feasible. Climate schools represents a utility that is acceptable, fits with ....Fear, sadness and alcohol in adolescence: A test of innovative curriculum models to prevent adverse outcomes. Lack of mastery over fear, sadness and alcohol use are risk factors for the common forms of mental ill health. When fully developed, anxiety, depressive and substance use disorders account for three quarters of the disability attributed to mental disorders. While prevention strategies exist, none are universally feasible. Climate schools represents a utility that is acceptable, fits within the school syllabus, is effective, and is scaleable to meet the needs of all schools in Australia. If it reduces the target risk factors by 10-20%, a minimal estimate based on the pilot work, then it will be a most cost effective contribution to promoting and maintaining the good health of the community.
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Quantum Generative Diffusion Models for Molecular Research. This project will devise quantum generative diffusion models to equip classical counterparts with the ability to harness quantum data that naturally arise in molecular research. Theoretical foundations for analysing fast sampling methods with the help of inductive bias regarding the input data and employed circuits will validate efficient quantum generative diffusion models that have training and sampling advantages over classical count ....Quantum Generative Diffusion Models for Molecular Research. This project will devise quantum generative diffusion models to equip classical counterparts with the ability to harness quantum data that naturally arise in molecular research. Theoretical foundations for analysing fast sampling methods with the help of inductive bias regarding the input data and employed circuits will validate efficient quantum generative diffusion models that have training and sampling advantages over classical counterparts. Outcomes include applications in molecular conformation generation, compound screening, and drug design. The innovative research will significantly benefit Australia’s science, industry and health, and will maintain Australia’s global leading role in quantum machine learning and molecular research.Read moreRead less
Assessing Bone Quality and Health: Experimental imaging, structural characterisation, and mechanical modelling of bone in 3D. Age-related bone fractures due to osteoporosis impose a significant social and economic problem on our increasingly aging population. The assessment of bone quality is important in the diagnosis of age related bone fragility and for studying the efficacy of therapeutic intervens. In this proposal a unique interdisciplinary group with expertise in bone and mineral research ....Assessing Bone Quality and Health: Experimental imaging, structural characterisation, and mechanical modelling of bone in 3D. Age-related bone fractures due to osteoporosis impose a significant social and economic problem on our increasingly aging population. The assessment of bone quality is important in the diagnosis of age related bone fragility and for studying the efficacy of therapeutic intervens. In this proposal a unique interdisciplinary group with expertise in bone and mineral research, experimental 3D imaging and the characterisation and modelling of complex materials will tackle the problem of assessing bone quality and health. The proposed research will greatly improve our assessment of the mechanical competence of bone.Read moreRead less
Paving the way for effective public health interventions for bulimic eating disorders: Understanding stigma and mental health literacy. This research contributes to promoting and maintaining good health. The burden of bulimic eating disorders in the community is high, frequently ignored and increasing. Our research will pave the way for improved understanding of eating disorders and a reduction of stigma in relation to these problems. In so doing, it will lead to reduced shame and suffering for ....Paving the way for effective public health interventions for bulimic eating disorders: Understanding stigma and mental health literacy. This research contributes to promoting and maintaining good health. The burden of bulimic eating disorders in the community is high, frequently ignored and increasing. Our research will pave the way for improved understanding of eating disorders and a reduction of stigma in relation to these problems. In so doing, it will lead to reduced shame and suffering for people with eating disorders and enhance appropriate treatment seeking and the quality of advice received from family, friends and health professionals. A public health intervention based on our findings will contribute to a more tolerant and understanding community.Read moreRead less