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
Structural relations of loners' loneliness and antisocial behaviour in children and adolescents: building a conceptual model for effective intervention. This is the first research project to develop a conceptual model of loneliness and detached a-loneness to explain the contribution of loneliness to childhood and adolescent antisocial behaviour. The outcome will be a school-based web delivered program which will have a major impact on promoting the healthy development of young Australians.
Tracking the experiences of students enrolled in segregated settings for challenging behaviour and their reintegration to mainstream schools. The aim of this project is to better combat school exclusion by understanding the experiences and outcomes of students who have been referred to special schools for challenging behaviour. The project will contribute to the Commonwealth government's national agenda linking educational outcomes with enhanced social inclusion.
Effective Teacher-Based Assessment Adjustments for Students with Disability. The Australian Curriculum and Disability Standards for Education create high expectations for education of students with disabilities. Teachers are to address the diversity of student learning needs in their classes, and make adjustments to school-based assessments that enable students with disabilities to demonstrate their learning. Recent reports identify inconsistent practice in schools and the need for evidence-base ....Effective Teacher-Based Assessment Adjustments for Students with Disability. The Australian Curriculum and Disability Standards for Education create high expectations for education of students with disabilities. Teachers are to address the diversity of student learning needs in their classes, and make adjustments to school-based assessments that enable students with disabilities to demonstrate their learning. Recent reports identify inconsistent practice in schools and the need for evidence-based guidance to inform these adjustments. This longitudinal project involves researcher-teacher collaboration and aims to identify effective assessment adjustments for secondary school students with disabilities, develop system-level protocols for adjustments, and meet national goals of improved education outcomes for these students.Read moreRead less
Which children develop severely disruptive school behaviour? By systematically tracking 250 children through the first six years of school, this project aims to identify factors contributing to the development, perpetuation and exacerbation of disruptive school behaviour. Disruptive student behaviour has been identified as one of the most significant issues confronting Australian schools. Yet common educational responses often inflame rather than reduce problem behaviours. The project aims to pr ....Which children develop severely disruptive school behaviour? By systematically tracking 250 children through the first six years of school, this project aims to identify factors contributing to the development, perpetuation and exacerbation of disruptive school behaviour. Disruptive student behaviour has been identified as one of the most significant issues confronting Australian schools. Yet common educational responses often inflame rather than reduce problem behaviours. The project aims to produce new knowledge about how best to address those factors in the early years while student attitudes and behaviour are still relatively malleable.Read moreRead less
Stochastic modelling of spatiotemporal nonlinear diffusion processes with multifractal characteristics. This research is relevant to solute transport and plume evolution in heterogeneous media. Detailed modelling of these processes is computer-intensive, while the diffusion models of this project offer a more economical alternative. Our study will also benefit the research on the salinity problem. Excessive demand for irrigation water to support agricultural production has stretched freshwater a ....Stochastic modelling of spatiotemporal nonlinear diffusion processes with multifractal characteristics. This research is relevant to solute transport and plume evolution in heterogeneous media. Detailed modelling of these processes is computer-intensive, while the diffusion models of this project offer a more economical alternative. Our study will also benefit the research on the salinity problem. Excessive demand for irrigation water to support agricultural production has stretched freshwater aquifers beyond their long-term yield. Large areas of land have been lost to saltwater intrusion. This proposal will provide suitable tools to predict the level and movement of saltwater in the aquifers. Application to the development of management strategies would bring direct benefit to coastal areas where salinity is a sustainability issue.Read moreRead less
Multiscale stochastic modelling of genetic regulatory mechanisms. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in cellular processes. This project will ex ....Multiscale stochastic modelling of genetic regulatory mechanisms. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in cellular processes. This project will explore these roles and will develop an integrated complex systems modelling, simulation and visualisation framework for exploring and validating genetic regulatory models in general. This will be used on an exemplar application for understanding the induction process in lambda phage.Read moreRead less
The improvement of climate change investigations by developing and applying innovative evolutionary subset time series modelling using semi-parametric sparse-patterned approaches. With an estimated US$6.98 trillion loss indicated in the Stern review, severe climate change will make world climate conditions harsher and more likely include large natural climate disasters. The health of the Australian economy is critically dependent on decisions of environmental managers. However, most problems of ....The improvement of climate change investigations by developing and applying innovative evolutionary subset time series modelling using semi-parametric sparse-patterned approaches. With an estimated US$6.98 trillion loss indicated in the Stern review, severe climate change will make world climate conditions harsher and more likely include large natural climate disasters. The health of the Australian economy is critically dependent on decisions of environmental managers. However, most problems of complexity arising in climate change involve issues on which we do not possess a deep understanding. This project draws upon a set of inter-disciplinary concepts and models centred in neural networks that enable us to advance our understanding of complexity, leading to superior quantitative tools and models to allow for improved environmental decision-making.
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Inequality of opportunity in Australia. This project aims to develop econometric approaches for identifying opportunity gaps in Australia and other developed countries. Inequality of opportunity arises when the birth lottery or external factors in later life, rather than personal efforts, determine a person’s chances of economic success. A high level of inequality of opportunity holds people back from realising their potential and from contributing productively to society. The project will focus ....Inequality of opportunity in Australia. This project aims to develop econometric approaches for identifying opportunity gaps in Australia and other developed countries. Inequality of opportunity arises when the birth lottery or external factors in later life, rather than personal efforts, determine a person’s chances of economic success. A high level of inequality of opportunity holds people back from realising their potential and from contributing productively to society. The project will focus on the effect of inequality of opportunity on income, health and education with special emphasis placed on Indigenous and migrant populations. The findings should help formulate cost-efficient policy interventions aimed at levelling the economic playing field.Read moreRead less
Fitting non-Gaussian diffusion models to evolutionary data: towards a generalized framework for phylogenetic comparative analyses. This project aims to develop cutting-edge statistical methods for evolutionary biology in order to answer big questions using data derived from multiple species. Such methods are needed because of the variety of multi-species data that are becoming available, which cannot be dealt with correctly using current methods. The research is significant because it will provi ....Fitting non-Gaussian diffusion models to evolutionary data: towards a generalized framework for phylogenetic comparative analyses. This project aims to develop cutting-edge statistical methods for evolutionary biology in order to answer big questions using data derived from multiple species. Such methods are needed because of the variety of multi-species data that are becoming available, which cannot be dealt with correctly using current methods. The research is significant because it will provide a new way of fitting a wide class of statistical models to evolutionary data, in a very general setting. Further, this project will unite current methodology in a broader framework so that the proposed new methods are a generalisation of currently accepted theory. The outcomes will include a freely-available software package that implements the methods in a user-friendly form.Read moreRead less