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
Cultural responsiveness: measuring and evaluating social work practice. This project aims to develop tools for use by social workers that measure and evaluate culturally responsive practices with Aboriginal and Torres Strait Islander peoples. The tools have potential application across numerous sectors in social work practices with clients and families. The project will benefit social workers who can measure, evaluate and improve their culturally responsive practice, and in turn, the health and ....Cultural responsiveness: measuring and evaluating social work practice. This project aims to develop tools for use by social workers that measure and evaluate culturally responsive practices with Aboriginal and Torres Strait Islander peoples. The tools have potential application across numerous sectors in social work practices with clients and families. The project will benefit social workers who can measure, evaluate and improve their culturally responsive practice, and in turn, the health and well-being outcomes for Aboriginal and Torres Strait Islander peoples.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH210100040
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC RESEARCH HUB FOR CONNECTED SENSORS FOR HEALTH. This Hub aims to develop, manufacture and deploy high-tech, cyber-secure, medically-certified IoT sensors to global health markets by integrating disparate Australian capabilities into a productive end-to-end value chain. This Hub expects to position Australia at the forefront of connected health by integrating sensor science with cyber-secure data analytics, regulatory approval and certified manufacturing capabilities. Expected outcomes of this ....ARC RESEARCH HUB FOR CONNECTED SENSORS FOR HEALTH. This Hub aims to develop, manufacture and deploy high-tech, cyber-secure, medically-certified IoT sensors to global health markets by integrating disparate Australian capabilities into a productive end-to-end value chain. This Hub expects to position Australia at the forefront of connected health by integrating sensor science with cyber-secure data analytics, regulatory approval and certified manufacturing capabilities. Expected outcomes of this Hub include advanced manufacturing capacity for connected sensors, strategic partnerships and commercialisation skills to translate sensors research to create economic benefits such as jobs and locally-made products for domestic and export markets, as well as improving the health of Australians.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100135
Funder
Australian Research Council
Funding Amount
$448,222.00
Summary
Developing strong, robust and high performing women football players. Women drop out of Australian football at a higher rate than men, often due to concerns about their physical capabilities and performance. Yet, coaches do not prioritise developing physical capacity (eg strength), due to perceived lack of relevance to football. In community Australian football players, this study will identify physical capacity elements relevant for football performance, assess the change across a typical seaso ....Developing strong, robust and high performing women football players. Women drop out of Australian football at a higher rate than men, often due to concerns about their physical capabilities and performance. Yet, coaches do not prioritise developing physical capacity (eg strength), due to perceived lack of relevance to football. In community Australian football players, this study will identify physical capacity elements relevant for football performance, assess the change across a typical season and the influence of gender and age. Combining sport science and engineering, smartphone videos and open-access software will be utilised to develop cost-effective methods to assess tackling skill. Findings will inform better training strategies for women, reducing injury, enhancing retention and physical activity. Read moreRead less
The role of immuno-exosomes in innate immunity. This project aims to determine the role of exosomes (EV) in innate immunity. Exosomes are extracellular vesicles secreted by mammalian cells that have an important biological function in intercellular communication by transferring biologically active proteins, lipids, and RNAs to neighbouring or distant cells. Following exposure to a foreign organism, cells dynamically change the protein composition of the EV they secrete. While this data supports ....The role of immuno-exosomes in innate immunity. This project aims to determine the role of exosomes (EV) in innate immunity. Exosomes are extracellular vesicles secreted by mammalian cells that have an important biological function in intercellular communication by transferring biologically active proteins, lipids, and RNAs to neighbouring or distant cells. Following exposure to a foreign organism, cells dynamically change the protein composition of the EV they secrete. While this data supports a role for EV as key players in innate immunity, a full understanding of the biological relevance of these vesicles and how they serve as a cellular defence mechanism is lacking. This project will provide significant benefits such as addressing key questions in EV biology and providing new fundamental insights into a novel and poorly understood component of the innate immune response.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210100639
Funder
Australian Research Council
Funding Amount
$442,500.00
Summary
Invisible disability: Indigenous women living with traumatic brain injury. Domestic and family violence that leads to traumatic brain injury is a significant disability concern, yet, little is known about the intersection of the two for Indigenous Australian women. They experience unacceptably high rates of head injury, 69 times higher than other Australian women. Qualitative exploration with Indigenous Australian women with traumatic brain injury, their families and the services who support the ....Invisible disability: Indigenous women living with traumatic brain injury. Domestic and family violence that leads to traumatic brain injury is a significant disability concern, yet, little is known about the intersection of the two for Indigenous Australian women. They experience unacceptably high rates of head injury, 69 times higher than other Australian women. Qualitative exploration with Indigenous Australian women with traumatic brain injury, their families and the services who support them will seek to bridge the gap between research and practice and help inform the service delivery of disability, health and family violence agencies. The research will result in a body of work that explores their daily lives to understand the cultural, geographical, psycho-social needs and nuances of their lived experiences.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101174
Funder
Australian Research Council
Funding Amount
$443,154.00
Summary
Harnessing life-course transitions to optimise time-use behaviour habits. At every stage of life, how we use our time is one of the greatest determinants of our happiness, productivity, social wellbeing and quality of life. Time-use habits, for better or worse, are entrenched in daily routines that are difficult to break. This project aims to use existing population datasets to identify when during their life people are most likely to change their time-use habits, and to describe who may be at g ....Harnessing life-course transitions to optimise time-use behaviour habits. At every stage of life, how we use our time is one of the greatest determinants of our happiness, productivity, social wellbeing and quality of life. Time-use habits, for better or worse, are entrenched in daily routines that are difficult to break. This project aims to use existing population datasets to identify when during their life people are most likely to change their time-use habits, and to describe who may be at greatest risk of making unfavourable changes (e.g., replacing physical activity with sedentary time, not getting enough sleep). Expected outcomes include new analytical methods to understand time-use routines and new knowledge to inform future time-use improvement strategies to enable Australians to live their best life.Read moreRead less
Intraepithelial lymphocyte development and function in the intestine. This study aims to better understand the homeostatic maintenance and essential repair processes in the intestine. This project will generate new knowledge of how immune cells of the intestine, known as intraepithelial lymphocytes (IELs), engage with intestinal epithelial cells, neurons and commensal microbes to promote homeostasis and repair. Expected outcomes of this project will be identification of new molecules for future ....Intraepithelial lymphocyte development and function in the intestine. This study aims to better understand the homeostatic maintenance and essential repair processes in the intestine. This project will generate new knowledge of how immune cells of the intestine, known as intraepithelial lymphocytes (IELs), engage with intestinal epithelial cells, neurons and commensal microbes to promote homeostasis and repair. Expected outcomes of this project will be identification of new molecules for future drug and vaccine development to improve gut health and vaccination in mammals. This should provide significant benefits to the Australian population and livestock industry through improved protection against cancer, intestinal infections and increased productivity. Read moreRead less
Tranquillising Work Stress: Corporate Climate and Antidepressant Use. This national project will investigate the plausible link between distress at work and Australia’s high levels of antidepressant use, through creative linkage of data from the Australian Workplace Barometer (10-year longitudinal study) to antidepressant medication data (via the national Pharmaceutical Benefits Scheme). The project advances theory by probing the role corporate climate plays in work design, distress, mental hea .... Tranquillising Work Stress: Corporate Climate and Antidepressant Use. This national project will investigate the plausible link between distress at work and Australia’s high levels of antidepressant use, through creative linkage of data from the Australian Workplace Barometer (10-year longitudinal study) to antidepressant medication data (via the national Pharmaceutical Benefits Scheme). The project advances theory by probing the role corporate climate plays in work design, distress, mental health problems and antidepressant use. It will determine if antidepressant use has led to an underestimation of work stress effects. It will estimate the $AUD cost of work related antidepressant use. The project will yield evidence to stimulate corporate climate change to protect worker psychological health and wellbeing.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100077
Funder
Australian Research Council
Funding Amount
$441,935.00
Summary
A geospatial toolkit to assess community risk to environmental change. This project seeks to strengthen our understanding of the role of environmental change in driving patterns of community risk, by building a spatially and temporally explicit model, and a risk index that will be designed with input from decision makers. This project expects to improve the implementation of geospatial tools for risk assessment using an innovative approach based on evidence and practice. Expected outcomes includ ....A geospatial toolkit to assess community risk to environmental change. This project seeks to strengthen our understanding of the role of environmental change in driving patterns of community risk, by building a spatially and temporally explicit model, and a risk index that will be designed with input from decision makers. This project expects to improve the implementation of geospatial tools for risk assessment using an innovative approach based on evidence and practice. Expected outcomes include increased and optimal implementation of geospatial data in Australian systems, and enhanced research capacity to proactively respond to environmental change.Read moreRead less