Early Career Industry Fellowships - Grant ID: IE230100380
Funder
Australian Research Council
Funding Amount
$390,574.00
Summary
Enhancing comprehension of forensic science in the justice system. Failures to effectively communicate the accuracy and reliability of forensic evidence to courts can lead to unreliable convictions and miscarriages of justice. This project aims to understand how best to distil complex information about error and uncertainty in forensic expert opinion evidence for enhanced comprehension of forensic science in the justice system. Outcomes include evidence-based strategies for communicating error a ....Enhancing comprehension of forensic science in the justice system. Failures to effectively communicate the accuracy and reliability of forensic evidence to courts can lead to unreliable convictions and miscarriages of justice. This project aims to understand how best to distil complex information about error and uncertainty in forensic expert opinion evidence for enhanced comprehension of forensic science in the justice system. Outcomes include evidence-based strategies for communicating error and uncertainty in forensic science and an accessible online dashboard for visualising known error rates in forensic disciplines. The knowledge gained from the project will help forensic experts to calibrate how they present their conclusions to courts for improved comprehension and evaluation of forensic evidence.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100672
Funder
Australian Research Council
Funding Amount
$470,337.00
Summary
Measuring real-time mental workload to improve our Defence capability. This project aims to develop a novel platform for measuring real-time variation in the cognitive workload of humans working with advanced Defence technologies. The project expects to combine innovative statistical techniques with cutting-edge psychological and neuroscience developments to measure and process workload-related brain activity in real-time. Expected outcomes of the project include an enhanced capacity to measure ....Measuring real-time mental workload to improve our Defence capability. This project aims to develop a novel platform for measuring real-time variation in the cognitive workload of humans working with advanced Defence technologies. The project expects to combine innovative statistical techniques with cutting-edge psychological and neuroscience developments to measure and process workload-related brain activity in real-time. Expected outcomes of the project include an enhanced capacity to measure and respond to cognitive workload in the field. This should provide significant benefits such as enhanced performance and safety outcomes, which will provide a strategic advantage to the Australian Defence Force by facilitating the development of advanced technologies that respond to the capabilities of the human user.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100435
Funder
Australian Research Council
Funding Amount
$431,000.00
Summary
Customising weather index insurance for agribusiness using machine learning. This project aims to customise weather index insurance (WII) by utilising machine learning techniques. WII is used as a type of risk management tool in the agriculture sector to transfer risk due to extreme weather events. Significantly this project expects to establish an accurate correlation between insurance payouts and actual losses and thus improve the WII uptake rate. This will effectively support farmers and agri ....Customising weather index insurance for agribusiness using machine learning. This project aims to customise weather index insurance (WII) by utilising machine learning techniques. WII is used as a type of risk management tool in the agriculture sector to transfer risk due to extreme weather events. Significantly this project expects to establish an accurate correlation between insurance payouts and actual losses and thus improve the WII uptake rate. This will effectively support farmers and agribusinesses in Australia to mitigate and adapt to climate change, help reduce the impact of climate change and ensure crop production and food security.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
Early Career Industry Fellowships - Grant ID: IE230100675
Funder
Australian Research Council
Funding Amount
$443,486.00
Summary
Improving carer’s quality of life and quality of care. This project will improve the ability of Carers Australia and the Department of Social Services to evaluate and enhance the success of services they implement to support Australia’s 2.7 million unpaid carers. Currently little is known about which support and services most help improve quality of life for carers, and the quality of care they provide, despite strong evidence of a quality of life crisis amongst carers. By collecting cross secti ....Improving carer’s quality of life and quality of care. This project will improve the ability of Carers Australia and the Department of Social Services to evaluate and enhance the success of services they implement to support Australia’s 2.7 million unpaid carers. Currently little is known about which support and services most help improve quality of life for carers, and the quality of care they provide, despite strong evidence of a quality of life crisis amongst carers. By collecting cross sectional and longitudinal data to build on an existing data set, this project will enable evidence-based design and delivery of services that support carers socially, emotionally and financially while enabling them to provide high quality care.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100647
Funder
Australian Research Council
Funding Amount
$358,175.00
Summary
Improving the accountability of dark advertising on digital platforms. This project aims to improve accountability of dark alcohol advertising on digital platforms. Digital marketing practices are largely opaque, posing a critical challenge for regulation which traditionally relies on advertising being observable as a foundation for public accountability. This project will develop and translate cutting-edge approaches for monitoring dark advertising, building tools and expertise to observe digit ....Improving the accountability of dark advertising on digital platforms. This project aims to improve accountability of dark alcohol advertising on digital platforms. Digital marketing practices are largely opaque, posing a critical challenge for regulation which traditionally relies on advertising being observable as a foundation for public accountability. This project will develop and translate cutting-edge approaches for monitoring dark advertising, building tools and expertise to observe digital advertising and ensure consumer protection and fair market practices in the digital era. The project benefits researchers, civil society, government and the public by providing new methods to examine and monitor harmful digital marketing practices and informing regulatory solutions to mitigate harms.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100561
Funder
Australian Research Council
Funding Amount
$452,936.00
Summary
Solving the disability data puzzle to ensure progress towards equity. In South Korea, the average age of death for people with disability is 16 years younger than people without disability. In Australia, we do not have the data infrastructure to generate life expectancy statistics for people with disability. This fellowship aims to solve this disability data challenge, identified as a critical problem by the Australian Government. It will develop a validated methodology for producing disability ....Solving the disability data puzzle to ensure progress towards equity. In South Korea, the average age of death for people with disability is 16 years younger than people without disability. In Australia, we do not have the data infrastructure to generate life expectancy statistics for people with disability. This fellowship aims to solve this disability data challenge, identified as a critical problem by the Australian Government. It will develop a validated methodology for producing disability statistics from linked data; generate a whole population disability data resource to build capacity in disability research; and for the first time, produce life expectancy statistics for people with disability - the ultimate policy tool to monitor progress towards equity and improve the lives of disabled Australians. Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100263
Funder
Australian Research Council
Funding Amount
$477,037.00
Summary
Improve genomic testing tools for fertility traits in beef cattle. Fertility is a key driver of productivity and profitability for beef industry; however, a substantial industry challenge is poor fertility and the difficulty and expense of measuring fertility in remote Australia. By integrating multiple omics datasets and fifty thousand fertility phenotypes recorded on beef cattle, the project will identify sequence variation, including structural variants, that underpin genetic variation in cat ....Improve genomic testing tools for fertility traits in beef cattle. Fertility is a key driver of productivity and profitability for beef industry; however, a substantial industry challenge is poor fertility and the difficulty and expense of measuring fertility in remote Australia. By integrating multiple omics datasets and fifty thousand fertility phenotypes recorded on beef cattle, the project will identify sequence variation, including structural variants, that underpin genetic variation in cattle fertility. Our industry partner, which genotypes hundreds of thousands of cattle a year, will produce new genotype arrays and novel low-cost sequencing approaches including these variants, enabling selection that could potentially increase herd reproductive rate by 4%, returning $40M per annum to the farmers.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100282
Funder
Australian Research Council
Funding Amount
$475,181.00
Summary
Delivering breeding-oriented genetic tools for cereal disease resistance. This project will focus specifically on delivering the genetic tools to the industry partner to assist its wheat and barley breeders to increase the accuracy and efficiency of incorporating the durable wheat stripe rust disease and barley leaf rust disease resistance into their core germplasm collections, respectively. The expected outcomes will also contribute to filling our knowledge gap in understanding the cereal rust ....Delivering breeding-oriented genetic tools for cereal disease resistance. This project will focus specifically on delivering the genetic tools to the industry partner to assist its wheat and barley breeders to increase the accuracy and efficiency of incorporating the durable wheat stripe rust disease and barley leaf rust disease resistance into their core germplasm collections, respectively. The expected outcomes will also contribute to filling our knowledge gap in understanding the cereal rust innate immune system and benefit other cereal fungal pathosystems. The wide application of the expected outcomes from the proposed project will reduce the utilisation of fungicides and subsequently will subsequently contribute to the resilience of cereal crops and sustainable global food security.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100441
Funder
Australian Research Council
Funding Amount
$474,443.00
Summary
Sounds of change: using ecological knowledge to advance acoustic monitoring. To recover biodiversity, conservation actions must be informed by robust ecological data. In partnership with Bush Heritage Australia, this project aims to transform ecological monitoring with eco-acoustic technologies by developing new acoustic metrics to measure biodiversity at various levels, from individual species through to whole communities. This project will combine advanced computer methods with theories of ani ....Sounds of change: using ecological knowledge to advance acoustic monitoring. To recover biodiversity, conservation actions must be informed by robust ecological data. In partnership with Bush Heritage Australia, this project aims to transform ecological monitoring with eco-acoustic technologies by developing new acoustic metrics to measure biodiversity at various levels, from individual species through to whole communities. This project will combine advanced computer methods with theories of animal sounds and communities to generate metrics that are informed by animal ecology and directly address monitoring needs of conservation organisations. By experimentally testing the metrics on long-duration real-world sound data, this project will provide new tools to measure conservation impact and prioritise actions.Read moreRead less