Discovery Early Career Researcher Award - Grant ID: DE240100635
Funder
Australian Research Council
Funding Amount
$448,801.00
Summary
Understanding the development of lifestyle behaviours in early childhood. This project adopts novel statistical modelling and machine learning approaches to understand the development of lifestyle behaviours in early childhood. Despite the pivotal role of lifestyle behaviours in influencing health and quality of life, little research exists on lifestyle behaviours in early childhood. This project will establish a comprehensive understanding of lifestyle behaviours in early childhood by identifyi ....Understanding the development of lifestyle behaviours in early childhood. This project adopts novel statistical modelling and machine learning approaches to understand the development of lifestyle behaviours in early childhood. Despite the pivotal role of lifestyle behaviours in influencing health and quality of life, little research exists on lifestyle behaviours in early childhood. This project will establish a comprehensive understanding of lifestyle behaviours in early childhood by identifying key developmental time points, mechanisms of behavioural change, and children at risk of developing poor lifestyle behaviours. The project will inform strategies and policies to optimise lifestyle behaviours from the start of life and showcase the capabilities of novel methods in advancing behavioural epidemiology.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101025
Funder
Australian Research Council
Funding Amount
$456,106.00
Summary
Food for thought: identifying dietary influences on decision making. Cues that signal food are abundant in the surrounding environment, yet their ability to stimulate food consumption remains poorly understood. This project seeks to identify how food cues influence decision-making processes in the presence of food cues. It will also test how dietary habits alter responding to food cues, and explore the underlying neural mechanisms of these effects. Sophisticated behavioural neuroscience techniqu ....Food for thought: identifying dietary influences on decision making. Cues that signal food are abundant in the surrounding environment, yet their ability to stimulate food consumption remains poorly understood. This project seeks to identify how food cues influence decision-making processes in the presence of food cues. It will also test how dietary habits alter responding to food cues, and explore the underlying neural mechanisms of these effects. Sophisticated behavioural neuroscience techniques will be employed in a validated rodent model of the modern diet. Expected outcomes include new interdisciplinary knowledge identifying how nutritional choices influence cognition and the brain. The project should inform how the modern environment shapes dietary habits.Read moreRead less
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
High-value functional ingredients from bean processing waste. Legumes are considered highly nutritious and sustainable food. Accordingly, there is a steady growth in the consumption of legumes worldwide, including in Australia. Due to lengthy soaking and cooking times, consumers prefer ready-to-eat canned legumes. The current processing technologies are energy and water-intensive and generate considerable waste. This project investigates the application of non-thermal technologies to reduce pro ....High-value functional ingredients from bean processing waste. Legumes are considered highly nutritious and sustainable food. Accordingly, there is a steady growth in the consumption of legumes worldwide, including in Australia. Due to lengthy soaking and cooking times, consumers prefer ready-to-eat canned legumes. The current processing technologies are energy and water-intensive and generate considerable waste. This project investigates the application of non-thermal technologies to reduce processing time, water and energy use and enable the recovery of valuable polyphenols and soluble dietary fibres normally lost in the wastewater. This knowledge will lead to sustainable beans processing, delivering improved productivity to Australian manufacturers and quality food to Australian consumers.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
Discovery Early Career Researcher Award - Grant ID: DE220100055
Funder
Australian Research Council
Funding Amount
$451,415.00
Summary
Impact of seaweed polyphenols on gut health: Gut microbiome modulation. This project aims to understand the true impact of seaweed polyphenols on the gut microbiome and develop methods to improve their bioavailability, bioaccessibility and bioactivities in the gut. The project's use of cutting-edge analytical tools helps to investigate the movement and absorption of phenolic compounds across the gut. This project expects to explore new knowledge in the area of marine-based functional foods and t ....Impact of seaweed polyphenols on gut health: Gut microbiome modulation. This project aims to understand the true impact of seaweed polyphenols on the gut microbiome and develop methods to improve their bioavailability, bioaccessibility and bioactivities in the gut. The project's use of cutting-edge analytical tools helps to investigate the movement and absorption of phenolic compounds across the gut. This project expects to explore new knowledge in the area of marine-based functional foods and their health benefits using an innovative interdisciplinary approach. The success of this project will ultimately provide a new pathway for the development of functional foods that will help to improve the health status of Australians by consuming healthy food ingredients.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
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