Human-centred Teamwork Analytics. This project aims to develop methods to assist the assessment and improvement of collocated teamwork, by making multimodal activity traces visible and available for computational analysis. This project expects to bridge the gap between promising sensing technologies and the dearth of tools to automatically assess teamwork. Expected outcomes include co-design and modelling methodologies for human-centred analytics that map from low-level data to higher-order cons ....Human-centred Teamwork Analytics. This project aims to develop methods to assist the assessment and improvement of collocated teamwork, by making multimodal activity traces visible and available for computational analysis. This project expects to bridge the gap between promising sensing technologies and the dearth of tools to automatically assess teamwork. Expected outcomes include co-design and modelling methodologies for human-centred analytics that map from low-level data to higher-order constructs to enable non-data science savvy users to get actionable insights into multimodal team traces. This research aims to provide significant benefits to Australia, with communication and teamwork being two of the topmost critical skills required by Australian employers.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.
Using mathematics to solve real world problems. This project aims to identify, apply and refine teaching approaches that help secondary students learn mathematical modelling, using mathematics to solve real world problems. The study will investigate the mathematical, cognitive, social and environmental factors that "enable" Year 10/11 students to develop mathematical representations of a real world problem. This project expects to generate theoretical and practical insights into how these enable ....Using mathematics to solve real world problems. This project aims to identify, apply and refine teaching approaches that help secondary students learn mathematical modelling, using mathematics to solve real world problems. The study will investigate the mathematical, cognitive, social and environmental factors that "enable" Year 10/11 students to develop mathematical representations of a real world problem. This project expects to generate theoretical and practical insights into how these enablers promote successful modelling, tasks that support students' development as modellers, and effective teaching approaches that promote student capability and interest in mathematics.Read moreRead less
Remaking the British world after 1815. This project aims to examine the pivotal role of commissions of inquiry in reforming law throughout the British Empire from 1815–1840. Using traditional methods and digital tools, this project will investigate the design, instantiation and impact of inquiry on colonial law, the imperial constitution and the mechanisms of imperial governance across the empire. The outcomes will include enhancement of our understanding of law reform, the historical functions ....Remaking the British world after 1815. This project aims to examine the pivotal role of commissions of inquiry in reforming law throughout the British Empire from 1815–1840. Using traditional methods and digital tools, this project will investigate the design, instantiation and impact of inquiry on colonial law, the imperial constitution and the mechanisms of imperial governance across the empire. The outcomes will include enhancement of our understanding of law reform, the historical functions of commissions of inquiry, and the legacy of British imperial rule throughout the world.Read moreRead less
New play pedagogies for teaching and learning in the early years. Traditional play-based learning in early childhood education cannot account for new play: very young children's everyday play with technologies, digital media and popular culture. This project uses a recently developed web-mapping tool to create a pedagogical approach to new play. The pedagogical approach to new play comprises teaching practices and learning outcomes that capitalise on the educational potential of children's every ....New play pedagogies for teaching and learning in the early years. Traditional play-based learning in early childhood education cannot account for new play: very young children's everyday play with technologies, digital media and popular culture. This project uses a recently developed web-mapping tool to create a pedagogical approach to new play. The pedagogical approach to new play comprises teaching practices and learning outcomes that capitalise on the educational potential of children's everyday play with technologies, digital media and popular culture. It aims to enable teachers to work from a theorised and empirically validated perspective for connecting young children's everyday play with technologies, digital media and popular culture artefacts to their 21st century learning needs.Read moreRead less
Using immersive virtual reality to enhance students’ science visualisation. This project aims to investigate the potential of advanced visualisation technology, immersive virtual reality, as a collaborative learning environment to support students to explore their ideas and learn a core chemistry concept, molecular structures and functions. Incorporating both data analytics and qualitative video analysis, the project will establish a deep understanding of how students learn about the molecular w ....Using immersive virtual reality to enhance students’ science visualisation. This project aims to investigate the potential of advanced visualisation technology, immersive virtual reality, as a collaborative learning environment to support students to explore their ideas and learn a core chemistry concept, molecular structures and functions. Incorporating both data analytics and qualitative video analysis, the project will establish a deep understanding of how students learn about the molecular world within an immersive virtual reality environment in relation to the learners’ experience, chemistry content, visual representations, learning tasks, and design features. The project will recommend evidence-driven design considerations for learning resources development and further educational research with advanced technologies.Read moreRead less
National educational goals, schools and building democratic citizens for the future. Australia needs the next generation to understand, practice and support our democracy. Schools are expected to fulfill this role but evidence suggests students do not learn to become active and responsible citizens. This research investigates why this is the case and what can be done to resolve the problem.
Assessments for writing with generative artificial intelligence . This project aims to develop a novel assessment framework for writing with generative artificial intelligence—a new technology capable of producing text with humanlike fluency. This project endeavours to produce new knowledge at the intersection of learning analytics, the learning sciences, and educational technology using innovative methods for data capture and analysis. Expected outcomes of this project include the first valid, ....Assessments for writing with generative artificial intelligence . This project aims to develop a novel assessment framework for writing with generative artificial intelligence—a new technology capable of producing text with humanlike fluency. This project endeavours to produce new knowledge at the intersection of learning analytics, the learning sciences, and educational technology using innovative methods for data capture and analysis. Expected outcomes of this project include the first valid, feasible, and reliable framework for assessing writing composed with the help of artificial intelligence. This should provide significant benefits to (a) writing assessment in higher education, (b) student learning, and (c) our understanding of collaborations between humans and artificial intelligence.Read moreRead less
Making a digital difference? An investigation of new technologies in secondary schools. This project addresses the long-standing question of why digital technologies have largely failed to have a consistent impact on the core processes of schools and schooling. The overarching aim of the project, therefore, is to identify the socio-technical adjustments that might be made within schools to facilitate ‘better’ uses of digital technology. Using an innovative combination of large-scale surveying, i ....Making a digital difference? An investigation of new technologies in secondary schools. This project addresses the long-standing question of why digital technologies have largely failed to have a consistent impact on the core processes of schools and schooling. The overarching aim of the project, therefore, is to identify the socio-technical adjustments that might be made within schools to facilitate ‘better’ uses of digital technology. Using an innovative combination of large-scale surveying, in-depth ethnographic study and critical participatory design, the project will: provide rich insights into why digital technologies are often not being used to their full potential in schools; and actively collaborate with school communities in experimenting and constructing alternatives.Read moreRead less
Data analytics-based tools and methods to enhance self-regulated learning. This project aims to develop student self-regulated learning skills by harnessing the potential of Big Data analytics. The project expects to generate new knowledge at the intersection of learning analytics, educational technology, learning sciences and teaching practice resulting from novel data collection and analysis tools and methods. The outputs are expected to include insights into metacognitive, motivational, and t ....Data analytics-based tools and methods to enhance self-regulated learning. This project aims to develop student self-regulated learning skills by harnessing the potential of Big Data analytics. The project expects to generate new knowledge at the intersection of learning analytics, educational technology, learning sciences and teaching practice resulting from novel data collection and analysis tools and methods. The outputs are expected to include insights into metacognitive, motivational, and technical issues facing analytics-based personalised feedback. The outcomes are intended to offer benefits for developing pedagogical and the design of educational technology. The outcomes can result in improved student learning outcomes in higher education to ensure graduates are prepared for the digital economy.Read moreRead less