A general theory of multiple-goal pursuit. The aim of this project is to develop and test a formal theory that explains the mechanisms by which people make choices amongst competing goals in a dynamic and uncertain environment (‘multiple goal pursuit’). People have to manage competing goals in a wide range of settings (for example, work, education, sport), yet the mechanisms are poorly understood. The theory is expected to integrate formal theories of self-regulation with formal theories of deci ....A general theory of multiple-goal pursuit. The aim of this project is to develop and test a formal theory that explains the mechanisms by which people make choices amongst competing goals in a dynamic and uncertain environment (‘multiple goal pursuit’). People have to manage competing goals in a wide range of settings (for example, work, education, sport), yet the mechanisms are poorly understood. The theory is expected to integrate formal theories of self-regulation with formal theories of decision making, to provide a more general account of multiple goal pursuit. The project aims to test the predictions of the theory in a series of experiments in which people have to pursue two goals simultaneously. The experiments allow us to test competing views, and understand the mechanisms involved.Read moreRead less
Developing and testing dynamic models of goal striving in approach and avoidance contexts. This project will examine how people manage competing goals, such as productivity and safety, in a dynamic environment. The results will improve understanding of human motivation and have implications for practice in military, industrial and commercial settings.
Improving workplace productivity via an AI-based physical activity chatbot . This project aims to develop, train and evaluate a physical activity chatbot using artificial intelligence and machine learning to improve workplace productivity in sedentary office workers. Productivity losses, due to high numbers of physically inactive workers, cost the Australian economy $14 billion per year. The cost of effective and scalable workplace physical activity programs acts as a barrier to their implementa ....Improving workplace productivity via an AI-based physical activity chatbot . This project aims to develop, train and evaluate a physical activity chatbot using artificial intelligence and machine learning to improve workplace productivity in sedentary office workers. Productivity losses, due to high numbers of physically inactive workers, cost the Australian economy $14 billion per year. The cost of effective and scalable workplace physical activity programs acts as a barrier to their implementation. As such, innovative programs that can reach large numbers of workers at minimal cost are needed. This project aims to generate new knowledge on the use of artificial intelligence to achieve behavioural improvements and will lead to the development of a new type of behaviour change program with broad applicability.
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Discovery Early Career Researcher Award - Grant ID: DE180101449
Funder
Australian Research Council
Funding Amount
$361,996.00
Summary
Human factors approaches for the safe introduction of autonomous vehicles. This project aims to address potential safety risks arising from the introduction of advanced autonomous vehicles through a novel integration of human factors and computer-based simulation techniques. While automation promises to reduce crashes, the project expects to generate new knowledge about the emergence of risks through interactions between human road users and autonomous vehicles, particularly in the initial trans ....Human factors approaches for the safe introduction of autonomous vehicles. This project aims to address potential safety risks arising from the introduction of advanced autonomous vehicles through a novel integration of human factors and computer-based simulation techniques. While automation promises to reduce crashes, the project expects to generate new knowledge about the emergence of risks through interactions between human road users and autonomous vehicles, particularly in the initial transition period. The expected outcomes include an enhanced capacity to understand how risks emerge in complex systems, and the development of specific policy and regulatory interventions. The project expects to provide significant safety benefits by preventing new types of road crash events.Read moreRead less
Application of contemporary systems-based methods to reduce trauma at rail level crossings. Crashes at railway level crossings continue to cause significant trauma across Australia. Despite being a longstanding safety problem, the design and operation of level crossings has not changed considerably for decades. This research will provide an in-depth understanding of road user, environmental and infrastructure-related factors that influence safety and performance at rail level crossings. This wil ....Application of contemporary systems-based methods to reduce trauma at rail level crossings. Crashes at railway level crossings continue to cause significant trauma across Australia. Despite being a longstanding safety problem, the design and operation of level crossings has not changed considerably for decades. This research will provide an in-depth understanding of road user, environmental and infrastructure-related factors that influence safety and performance at rail level crossings. This will be used to develop a world-first model of the level crossing system that is needed to support the development of innovative countermeasures that will improve safety. Reductions in the levels of significant trauma at level crossings, and new public policy for level crossing upgrades, are the intended real-world outcomes.Read moreRead less
An evaluation of the effects of individual and environmental factors on participation in training, and the quality of training outcomes. The aim of the project is to examine the factors that influence the effectiveness of personnel training programs. The outcomes that will be examined include trainee satisfaction, learning, and subsequent job performance (transfer). The project will involve an annual survey of all trainees, trainers, supervisors and workplace assessors associated with the traini ....An evaluation of the effects of individual and environmental factors on participation in training, and the quality of training outcomes. The aim of the project is to examine the factors that influence the effectiveness of personnel training programs. The outcomes that will be examined include trainee satisfaction, learning, and subsequent job performance (transfer). The project will involve an annual survey of all trainees, trainers, supervisors and workplace assessors associated with the training programs being delivered as part of the Queensland Public Service Enterprise Bargain. The research program will contribute to a growing body of research examining the contribution of individual differences and environmental factors to training quality. The major practical benefit of the research will be the development of training management and audit systems that allow organizations to maximise the effectiveness of training.Read moreRead less
Managing key professional transitions in the health sector. This project will examine how health professionals make effective transitions into their roles, and balance the tensions between maximising patient outcomes and managing efficiencies and budgets. Quality healthcare is an important issue for all Australians and the project contributes to improving outcomes for healthcare employees and their patients.
Collective futures: The effects of beliefs about future states of society on the support for and enactment of social change. This research addresses a novel and potentially critical factor in support for social change, beliefs about society in the future, that helps build Australia's capacity to effectively address important social issues that depend on widespread support and action, such as climate change. The research provides a basis for a more informed public debate about these issues, and e ....Collective futures: The effects of beliefs about future states of society on the support for and enactment of social change. This research addresses a novel and potentially critical factor in support for social change, beliefs about society in the future, that helps build Australia's capacity to effectively address important social issues that depend on widespread support and action, such as climate change. The research provides a basis for a more informed public debate about these issues, and enhances the effectiveness of policy-makers and information campaigns. Scientifically, it enhances Australia's reputation as a leader in social change research. Read moreRead less
Managing the risks posed by Artificial General Intelligence. It is widely acknowledged that a failure to implement appropriate controls for the next generation of Artificial Intelligence, Artificial General Intelligence (AGI), could have catastrophic consequences, including in the worst case - the extinction of the human race. This research aims to forecast the risks associated with AGI systems and identify the controls required to ensure that risks and existential threats are minimised. The exp ....Managing the risks posed by Artificial General Intelligence. It is widely acknowledged that a failure to implement appropriate controls for the next generation of Artificial Intelligence, Artificial General Intelligence (AGI), could have catastrophic consequences, including in the worst case - the extinction of the human race. This research aims to forecast the risks associated with AGI systems and identify the controls required to ensure that risks and existential threats are minimised. The expected outputs will provide designers, organisations, regulators and governments with a framework to support the design, implementation, and management of safe and efficient AGI systems. This will ensure that the potential far-reaching benefits of AGI are realised without undue threat to society.Read moreRead less
Non-medical use of prescription stimulants by Australian university students: attitudes, prevalence of, and motivations for use. This study will provide a comprehensive understanding of student non-medical use of prescription stimulants. The findings will inform initiatives to prevent the abuse and misuse of pharmaceuticals, protect health and reduce the cost associated with inappropriate use of medicines.