Discovery Early Career Researcher Award - Grant ID: DE240100168
Funder
Australian Research Council
Funding Amount
$413,847.00
Summary
Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features w ....Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features will then be used to characterise the morphological and functional changes, which provide opportunities to increase understanding of progression of diseases of individual subject. The outcome from this project will provide new insights into system biology with potential future benefits in healthcare.Read moreRead less
Attracting, preparing, and sustaining quality teachers in early education. This project aims to address the chronic shortage of early childhood teachers in Australia, which is compromising quality and return on investment in early education. The project expects to generate new understandings about this specialist teacher workforce through an innovative, ecological, longitudinal design that will track early childhood teachers’ career trajectories and develop a world-first tool to assess early chi ....Attracting, preparing, and sustaining quality teachers in early education. This project aims to address the chronic shortage of early childhood teachers in Australia, which is compromising quality and return on investment in early education. The project expects to generate new understandings about this specialist teacher workforce through an innovative, ecological, longitudinal design that will track early childhood teachers’ career trajectories and develop a world-first tool to assess early childhood teacher quality. Findings are expected to inform policy— including the Australian Government-endorsed 10-year national Workforce Strategy and the Australian Government's Early Years Strategy— to support the future sustained supply of a quality early childhood teacher workforce and improve outcomes for young children.Read moreRead less
Understanding and Addressing Everyday Sexisms in Australian Universities. This project aims to improve the ways in which gender-based discrimination is understood and addressed in Australian universities by employing a situated, intersectional, and creative approach to researching everyday sexisms. This project expects to use an innovative approach to generate new knowledge about everyday sexisms at the individual level and across disciplinary and university contexts. Expected outcomes include n ....Understanding and Addressing Everyday Sexisms in Australian Universities. This project aims to improve the ways in which gender-based discrimination is understood and addressed in Australian universities by employing a situated, intersectional, and creative approach to researching everyday sexisms. This project expects to use an innovative approach to generate new knowledge about everyday sexisms at the individual level and across disciplinary and university contexts. Expected outcomes include new gender equity practices that will assist universities to refine current programs, strategies, and policies capable of eliminating gender-based discrimination. This should provide significant benefits for Australian society, including women and gender diverse people working in universities.
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Gender matters: changing gender equity policies and practices. This project aims to examine the contemporary policy and practice gap of gender equity in schools. Despite widespread concerns about gender-related issues in schools and society, system-wide policies on gender equity have almost disappeared. The project will investigate young people's experiences of gender-related issues through the accounts of recent school leavers and current secondary school students, through creative arts-based m ....Gender matters: changing gender equity policies and practices. This project aims to examine the contemporary policy and practice gap of gender equity in schools. Despite widespread concerns about gender-related issues in schools and society, system-wide policies on gender equity have almost disappeared. The project will investigate young people's experiences of gender-related issues through the accounts of recent school leavers and current secondary school students, through creative arts-based methods, and the perspectives of teachers and school executive in five diverse secondary schools. Expected outcomes include a critical review of past policy approaches to gender equity and a fresh evaluation of gender equity policy directions for schools.Read moreRead less
Implementing Indigenous knowledge approaches in doctoral education . This project aims to apply Indigenous knowledge approaches (agency of Country; power of stories and iterative, intergenerational and intercultural knowledge production) to Australian doctoral education. This project expects to generate new knowledge in the area of Indigenous and transcultural (migrant, refugee and international) doctoral education. Expected outcomes of the project include multimedia portal/app and policy recomm ....Implementing Indigenous knowledge approaches in doctoral education . This project aims to apply Indigenous knowledge approaches (agency of Country; power of stories and iterative, intergenerational and intercultural knowledge production) to Australian doctoral education. This project expects to generate new knowledge in the area of Indigenous and transcultural (migrant, refugee and international) doctoral education. Expected outcomes of the project include multimedia portal/app and policy recommendations for doctoral supervision, language and examination protocols that place Indigenous and transcultural knowledges at the forefront of Australian research. This should provide significant benefits to Australian higher education, enabling Australia to become a world leader in global knowledge production. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101619
Funder
Australian Research Council
Funding Amount
$427,192.00
Summary
A community-led approach to preventing gendered violence at school. Gendered violence in schools is exceptionally common and damaging on both individual and community levels. Anti-bullying policies designed to reduce this violence have so far failed to make a meaningful difference. Using an innovative community-led research approach, this project aims to position school communities as experts on how gendered violence may be reduced. In partnership with four secondary schools across two states, t ....A community-led approach to preventing gendered violence at school. Gendered violence in schools is exceptionally common and damaging on both individual and community levels. Anti-bullying policies designed to reduce this violence have so far failed to make a meaningful difference. Using an innovative community-led research approach, this project aims to position school communities as experts on how gendered violence may be reduced. In partnership with four secondary schools across two states, this research project will be the first to enable students and teachers to investigate how school policies, spaces and activities influence gendered violence. It will produce evidence from the ground up about how different school communities can disrupt gendered violence in inventive and contextually appropriate ways.Read moreRead less
Time-Use, Time Poverty and Teachers’ Work. Education systems and teacher unions have long expressed concern regarding the intensification of the demands of teaching and school leadership. Challenges with retaining early career teachers and recruiting new teachers are often blamed on increasing teacher workload and associated burnout. The primary aim of this study is to investigate teachers’ work intensification. This will provide important information for systems, unions and schools and suggest ....Time-Use, Time Poverty and Teachers’ Work. Education systems and teacher unions have long expressed concern regarding the intensification of the demands of teaching and school leadership. Challenges with retaining early career teachers and recruiting new teachers are often blamed on increasing teacher workload and associated burnout. The primary aim of this study is to investigate teachers’ work intensification. This will provide important information for systems, unions and schools and suggest areas for intervention at the school and system level. The secondary aim of this study is to examine how teachers manage the intensification of their work, with a particular emphasis on commercial digital tools marketed to them as time saving devices.Read moreRead less
Sparking Imagination Education: Transforming inequality in schools. This project will produce an Imagination Education Pedagogical Framework for use by teachers in schools. Imagination is recognised as beneficial for diverse groups of young people who experience educational inequality. This collaboration will support access to prominent industry insights on methods for using imagination practices to enhance educational equity. Using co-design with AIME and Social Ventures Australia, it will inve ....Sparking Imagination Education: Transforming inequality in schools. This project will produce an Imagination Education Pedagogical Framework for use by teachers in schools. Imagination is recognised as beneficial for diverse groups of young people who experience educational inequality. This collaboration will support access to prominent industry insights on methods for using imagination practices to enhance educational equity. Using co-design with AIME and Social Ventures Australia, it will investigate how these insights can be translated to school contexts to enrich Australian schooling in an environment under intensifying external pressures. The outcomes of this project will support national education agendas for embedding twenty-first century skills of imagination in Australian schooling.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100268
Funder
Australian Research Council
Funding Amount
$476,053.00
Summary
Supporting successful educational pathways of First Nations students. The aim of this study is to develop strategies to prevent the steep drop in school attendance rates of First Nation students as they transition from primary to secondary school. The project expects to generate effective culturally embedded support strategies. In partnership with communities, industry partners and schools we propose to consult, codesign and assess the effectiveness of peer-mentoring of primary school students b ....Supporting successful educational pathways of First Nations students. The aim of this study is to develop strategies to prevent the steep drop in school attendance rates of First Nation students as they transition from primary to secondary school. The project expects to generate effective culturally embedded support strategies. In partnership with communities, industry partners and schools we propose to consult, codesign and assess the effectiveness of peer-mentoring of primary school students by those from the same community who have successfully reached senior grades. The outcome is the evaluation of students’ experiences and ongoing attendance and attainments. Significant benefits are for students’ ongoing school engagement and academic success. Cultural and economic benefits are for all Australians.Read moreRead less
Unravelling early self-regulation: A longitudinal study. National data show persistent issues in Australian children's social-emotional vulnerability. Research shows we have had limited success shifting these trajectories through current education and intervention efforts. In short, we understand enough about self-regulation to establish it as a priority target in early childhood, yet not enough to meaningfully alter current trajectories. This project will develop a ‘big picture’ theory of child ....Unravelling early self-regulation: A longitudinal study. National data show persistent issues in Australian children's social-emotional vulnerability. Research shows we have had limited success shifting these trajectories through current education and intervention efforts. In short, we understand enough about self-regulation to establish it as a priority target in early childhood, yet not enough to meaningfully alter current trajectories. This project will develop a ‘big picture’ theory of children’s self-regulation abilities and change, supported by Australia’s first longitudinal study of early self-regulation, from preschool into early primary school (ages 4 to 6). This robust theory of change is expected to better position ongoing education and intervention efforts to succeed.Read moreRead less