Automatic detection and modelling of acoustic markers of speech timing. This project aims to create new automatic sensing, analysis and assessment of cognitive, affective, mental and physical state from voice for mobile and computing devices. This project expects to generate new understanding of the effects of these states on detailed timing indicators of speech motor control, and new signal processing and machine learning methods that best exploit it. Expected outcomes from this project include ....Automatic detection and modelling of acoustic markers of speech timing. This project aims to create new automatic sensing, analysis and assessment of cognitive, affective, mental and physical state from voice for mobile and computing devices. This project expects to generate new understanding of the effects of these states on detailed timing indicators of speech motor control, and new signal processing and machine learning methods that best exploit it. Expected outcomes from this project include a new and accurate deep neural network framework for learning, analysing and detecting human states from speech automatically using articulatory timing markers. This should provide significant benefits, such as individually-tailored, frequent and low-cost automatic detection, monitoring and analytics for adverse states.Read moreRead less
Breaking the cycle of intergenerational child maltreatment using 'big data'. This project aims to provide the first comprehensive investigation of inter-generational child maltreatment using over 50 years of linked data for a population cohort of children and their parents in New South Wales. The project will generate new knowledge about the prevalence and characteristics of families in which child maltreatment is initiated, maintained across generations, or in which the trauma cycle is broken, ....Breaking the cycle of intergenerational child maltreatment using 'big data'. This project aims to provide the first comprehensive investigation of inter-generational child maltreatment using over 50 years of linked data for a population cohort of children and their parents in New South Wales. The project will generate new knowledge about the prevalence and characteristics of families in which child maltreatment is initiated, maintained across generations, or in which the trauma cycle is broken, using innovative statistical techniques. Expected outcomes include new knowledge of the true prevalence of inter-generational family trauma that can only be known from combining inter-agency data, and enhanced capacity to identify cross-agency levers in an effort to break the cycle of inter-generational disadvantage.Read moreRead less
Improving the mental health of young adults in Australia's universities. This project aims to contribute to national efforts to address high rates of depression and anxiety among 18-25 year-olds by investigating alterable factors that impact student mental health in Australia’s universities. With one in two young adults now engaged in post-secondary education, the research expects to generate critical new knowledge about educational conditions, practices and experiences that support (or thwart) ....Improving the mental health of young adults in Australia's universities. This project aims to contribute to national efforts to address high rates of depression and anxiety among 18-25 year-olds by investigating alterable factors that impact student mental health in Australia’s universities. With one in two young adults now engaged in post-secondary education, the research expects to generate critical new knowledge about educational conditions, practices and experiences that support (or thwart) the wellbeing-needs of students with diverse backgrounds. This knowledge will be translated into actionable, evidence-based recommendations for policy and innovation. Improving university student wellbeing should benefit the health, educational and employment trajectories of young adults in both the short-and longer-term.Read moreRead less
Trust in Pacific Healthcare: Transforming research, policy and practice. Medical trust is vital to building positive healthcare engagement and improving health outcomes, yet is poorly understood in non-Western contexts. Focusing on crises of trust related to type 2 diabetes and COVID-19 interventions in the Pacific, this collaborative project aims to examine the social and cultural dynamics of medical (mis)trust in Vanuatu, Fiji, and Samoa. Providing the first cross-cultural study of medical tru ....Trust in Pacific Healthcare: Transforming research, policy and practice. Medical trust is vital to building positive healthcare engagement and improving health outcomes, yet is poorly understood in non-Western contexts. Focusing on crises of trust related to type 2 diabetes and COVID-19 interventions in the Pacific, this collaborative project aims to examine the social and cultural dynamics of medical (mis)trust in Vanuatu, Fiji, and Samoa. Providing the first cross-cultural study of medical trust, an international team of researchers will generate interdisciplinary scholarly outputs, policy resources and a documentary film. Findings will assist healthcare professionals and communities strengthen trust relationships and ultimately achieve improved health engagement and delivery in the Pacific and beyond.Read moreRead less
Impact of teacher shortages on teachers remaining in hard to staff schools. This project aims to investigate the lived experiences of teachers in a time of unprecedented teacher shortages. While previous studies have examined the causes of teacher shortages, the project is significant in its review of the issues of teacher retention focusing instead on those teachers who remain. By addressing the problem of retention this way, the expected outcomes of this project include developing a much deepe ....Impact of teacher shortages on teachers remaining in hard to staff schools. This project aims to investigate the lived experiences of teachers in a time of unprecedented teacher shortages. While previous studies have examined the causes of teacher shortages, the project is significant in its review of the issues of teacher retention focusing instead on those teachers who remain. By addressing the problem of retention this way, the expected outcomes of this project include developing a much deeper understanding of how educational systems, as well as individual schools, can support those teachers remaining in the profession. This will provide significant benefits such as informing policy on how to facilitate greater teacher retention at a time when maintaining support for a declining teaching workforce is urgent.
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How parents manage climate anxiety: coping and hoping for the whole family. This project studies how Australian parents manage climate anxiety for themselves and their families. Using mixed-methods/mixed-media approaches, it examines whether an increase in climate disasters is accelerating the spread of collective anxiety amongst families, how parents manage this anxiety for their children and partners, and if there are associated mental health burdens and gendered inequities in this management. ....How parents manage climate anxiety: coping and hoping for the whole family. This project studies how Australian parents manage climate anxiety for themselves and their families. Using mixed-methods/mixed-media approaches, it examines whether an increase in climate disasters is accelerating the spread of collective anxiety amongst families, how parents manage this anxiety for their children and partners, and if there are associated mental health burdens and gendered inequities in this management. It also looks at climate anxiety management across generations and climate histories, drawing out pessimistic/optimistic narratives about the future to enable action, resilience, and hope. It will produce an evidence base and photo-voice/documentary resources to help parents and support organisations combat climate anxiety.Read moreRead less
Hybrid Practices in Indigenous Community-Owned Organizations. This project aims to equip Indigenous community-owned organisations with the practices needed to meet the goals of community development and organizational sustainability. The project aims to identify how to effectively combine Indigenous knowledges and culture and western management concepts, generating new knowledge about the distinctiveness of Indigenous organizations and extending theories of hybrid organizations. The project expe ....Hybrid Practices in Indigenous Community-Owned Organizations. This project aims to equip Indigenous community-owned organisations with the practices needed to meet the goals of community development and organizational sustainability. The project aims to identify how to effectively combine Indigenous knowledges and culture and western management concepts, generating new knowledge about the distinctiveness of Indigenous organizations and extending theories of hybrid organizations. The project expects to provide an evidence-based framework that captures strategies for generating hybrid organizational practices. This should be of significant benefit to Indigenous community-owned organizations assisting them to deliver the services needed to close the gap on a range of economic, health and social measures.Read moreRead less
Village democracy in Southeast Asia and the Pacific. This project aims to understand variation in village politics in Indonesia, the Philippines and Papua New Guinea, and the effects of that variation on development outcomes, democratic participation, and gender equity. It will generate new knowledge on how micro-level power structures affect citizens’ experience of government. Expected outcomes include a new framework for understanding how community power structures shape and constrain governme ....Village democracy in Southeast Asia and the Pacific. This project aims to understand variation in village politics in Indonesia, the Philippines and Papua New Guinea, and the effects of that variation on development outcomes, democratic participation, and gender equity. It will generate new knowledge on how micro-level power structures affect citizens’ experience of government. Expected outcomes include a new framework for understanding how community power structures shape and constrain government action. Benefits will include strengthening Australia’s position as a world leader in Asian and Pacific studies, generating a new framework for understanding the effects of village political dynamics, and guidance for Australian and other policy makers planning grassroots development interventions.Read moreRead less
Families with multiple and complex needs: refocusing on early intervention. Families with multiple and complex needs have been determined to be a priority group in Australia (National Child Protection Framework 2021-31). This study will fill the evidence gap by determining the typologies of families with multiple and complex needs and child protection involvement who face intersecting risk factors (e.g. family violence, mental health, intergenerational trauma, alcohol/drug use, justice involveme ....Families with multiple and complex needs: refocusing on early intervention. Families with multiple and complex needs have been determined to be a priority group in Australia (National Child Protection Framework 2021-31). This study will fill the evidence gap by determining the typologies of families with multiple and complex needs and child protection involvement who face intersecting risk factors (e.g. family violence, mental health, intergenerational trauma, alcohol/drug use, justice involvement, disability, poverty and housing insecurity). Intergenerational (child and parent) linked data in three states will be utilised to investigate these families longitudinal trajectories of system involvement and to identify opportunities for enhanced prevention, points of early intervention and service planning. Read moreRead less
First Nations AI: Country, Climate, Communication. Our team of Indigenous and western scholars aims to develop a systematic account of artificial intelligence and its possibilities in climate change communication in remote First Nations communities in northern Australia. Working under Indigenous governance, we will establish spaces for Indigenous landowners and scientists to come together to probe diverse AI techniques for making sense of climate predictions and risks. We will build the capacity ....First Nations AI: Country, Climate, Communication. Our team of Indigenous and western scholars aims to develop a systematic account of artificial intelligence and its possibilities in climate change communication in remote First Nations communities in northern Australia. Working under Indigenous governance, we will establish spaces for Indigenous landowners and scientists to come together to probe diverse AI techniques for making sense of climate predictions and risks. We will build the capacity of Indigenous people to conceive and design AI, accounting for divergent languages and knowledge systems. This is expected to lead to more effective and trustworthy communications about extreme weather and climate change, improving the preparedness and responses of remote First Nations communities.Read moreRead less