Mid-Career Industry Fellowships - Grant ID: IM230100702
Funder
Australian Research Council
Funding Amount
$859,472.00
Summary
Optimising sleep, alertness and safety in shift work industries. This project aims to address the impaired alertness, and high risk of workplace errors and accidents that are associated with sleep loss and circadian misalignment during shift work. The project will deliver an innovative industry-driven digital technology to provide automated, customised sleep management strategies to shift workers, and will develop a framework for effective wide-scale deployment of the technology within Australia ....Optimising sleep, alertness and safety in shift work industries. This project aims to address the impaired alertness, and high risk of workplace errors and accidents that are associated with sleep loss and circadian misalignment during shift work. The project will deliver an innovative industry-driven digital technology to provide automated, customised sleep management strategies to shift workers, and will develop a framework for effective wide-scale deployment of the technology within Australian shift working organisations. The project will close the gap in resources currently available to support sleep in shift workers and will reduce the significant burdens of shift work for alertness, productivity and safety.Read moreRead less
Microbiologically Induced Stress Corrosion Cracking in Underground Mines. Premature brittle failure of rock & cable bolts due to stress corrosion cracking can cause fatalities and serious damage, and has been reported in several mining operations across Australia and world-wide. The evidence suggests that microbial activity is a contributing factor. The project aims to implement experimental methodologies to determine the specific conditions responsible for bolt failure and develop novel prevent ....Microbiologically Induced Stress Corrosion Cracking in Underground Mines. Premature brittle failure of rock & cable bolts due to stress corrosion cracking can cause fatalities and serious damage, and has been reported in several mining operations across Australia and world-wide. The evidence suggests that microbial activity is a contributing factor. The project aims to implement experimental methodologies to determine the specific conditions responsible for bolt failure and develop novel prevention techniques applicable in underground mines. The benefits of this research will be improved understanding of the environment causing catastrophic failure of bolts and avoidance of potential hazards & economic loss in mining projects. This will lead to improved safety & increased productivity in mining operations.Read moreRead less
To use or not to use financial incentives for motivation and performance. For decades, compensation experts have advocated for the use of financial incentives to motivate work performance, yet organisations keep encountering performance issues caused by these incentives. Using agency, expectancy, and self-determination theory to inform a meta-analysis and a series of experiments, this research will help uncover the most important motivational mechanisms that explain how financial incentives infl ....To use or not to use financial incentives for motivation and performance. For decades, compensation experts have advocated for the use of financial incentives to motivate work performance, yet organisations keep encountering performance issues caused by these incentives. Using agency, expectancy, and self-determination theory to inform a meta-analysis and a series of experiments, this research will help uncover the most important motivational mechanisms that explain how financial incentives influence different types of performance. Given that compensation accounts for an important proportion of an organisation's operating expenses and that employee engagement is on the decline around the world, this research will provide a strong empirical basis to develop more effective compensation systems.Read moreRead less
A Machine Learning Framework for Concrete Workability Estimation . Concrete is the most used construction material in Australia. The project aims to develop a system to measure the workability of concrete in transit in agitator trucks using advanced machine vision and machine learning, and provide a reliable alternative to the current practice of visually testing concrete workability by certified testers. Concrete that fails to meet workability requirements is one of the most frequent reasons fo ....A Machine Learning Framework for Concrete Workability Estimation . Concrete is the most used construction material in Australia. The project aims to develop a system to measure the workability of concrete in transit in agitator trucks using advanced machine vision and machine learning, and provide a reliable alternative to the current practice of visually testing concrete workability by certified testers. Concrete that fails to meet workability requirements is one of the most frequent reasons for rejection at construction sites, resulting in significant costs, waste, and delays. Multimodal data sources will be used to provide a reliable workability estimate in real time, enabling construction teams to identify and rectify workability issues in transit while continuously monitoring the adjustments effects.Read moreRead less
Preparing Aboriginal students in remote communities for life beyond school. This project aims to better prepare young Aboriginal adults as they transition from Vocational Education and Training school education to life beyond school, including into the workplace. Data on the experiences of past Aboriginal students will be collected and analysed to contribute to the development of appropriate pedagogy, teaching practices and resources. The expected outcomes will inform teaching practices and assi ....Preparing Aboriginal students in remote communities for life beyond school. This project aims to better prepare young Aboriginal adults as they transition from Vocational Education and Training school education to life beyond school, including into the workplace. Data on the experiences of past Aboriginal students will be collected and analysed to contribute to the development of appropriate pedagogy, teaching practices and resources. The expected outcomes will inform teaching practices and assist students in remote communities to successfully transition to work and life following graduation. Read moreRead less
Constructing Building Integrity: Raising standards through professionalism. This project aims to investigate the role of professions in rebuilding trust in residential building construction in Australia. In the wake of expensive and life-threatening building defects, this project expects to generate new knowledge about the functioning of individual professionals, professionals employed in multi-profession organisations, and professionals’ interaction with their institutional environment. Expecte ....Constructing Building Integrity: Raising standards through professionalism. This project aims to investigate the role of professions in rebuilding trust in residential building construction in Australia. In the wake of expensive and life-threatening building defects, this project expects to generate new knowledge about the functioning of individual professionals, professionals employed in multi-profession organisations, and professionals’ interaction with their institutional environment. Expected outcomes include practical recommendations for improved professional standards, a rigorous building integrity system and a means for measuring change. Anticipated benefits include greater awareness by professions, trades and regulators of their role in in delivering the public goods of a trustworthy construction industry.Read moreRead less