Flexible models and methods for cognitive model-based decision-making. This project aims to apply mathematical decision models to important questions of basic and applied science. Advances will be pursued through an interdisciplinary effort, combining recent developments in econometric and statistical methods, cognitive science and computing. The expected outcomes will bring a proven and powerful approach to a new range of questions investigating psychological aspects of choices about health c ....Flexible models and methods for cognitive model-based decision-making. This project aims to apply mathematical decision models to important questions of basic and applied science. Advances will be pursued through an interdisciplinary effort, combining recent developments in econometric and statistical methods, cognitive science and computing. The expected outcomes will bring a proven and powerful approach to a new range of questions investigating psychological aspects of choices about health care and consumer purchases. This project will provide significant benefits to the wider scientific community to understand basic cognition, and human behaviour in many domains.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE140100499
Funder
Australian Research Council
Funding Amount
$393,087.00
Summary
The body in interaction – the impact of tracking the human body on visual object processing. For efficient and safe interactions with the world, our brain needs to constantly process the location and posture of the body as well as the characteristics of surrounding objects. Central questions in the field of cognitive science consider how tracking the human body influences object perception and which mechanisms support this perception in action. This project will use innovative virtual hand techn ....The body in interaction – the impact of tracking the human body on visual object processing. For efficient and safe interactions with the world, our brain needs to constantly process the location and posture of the body as well as the characteristics of surrounding objects. Central questions in the field of cognitive science consider how tracking the human body influences object perception and which mechanisms support this perception in action. This project will use innovative virtual hand technology to investigate the impact of body actions on concurrent visual perception. A better understanding of the demands that the body, in interaction, poses on our perceptual system will help to improve the design of complex work environments, such as computer interfaces and control panels.Read moreRead less
Predicting misdiagnoses in the transition from competence to expertise. This project aims to test whether the utilisation of cues predicts vulnerability to misdiagnosis during skill acquisition. This project uses newly developed measures of cue utilisation, together with innovative, on-line scenarios and a longitudinal design, to measure different types of misdiagnosis amongst qualified radiologists, pathologists and pilots as they acquire expertise. With potential applications in medicine, avia ....Predicting misdiagnoses in the transition from competence to expertise. This project aims to test whether the utilisation of cues predicts vulnerability to misdiagnosis during skill acquisition. This project uses newly developed measures of cue utilisation, together with innovative, on-line scenarios and a longitudinal design, to measure different types of misdiagnosis amongst qualified radiologists, pathologists and pilots as they acquire expertise. With potential applications in medicine, aviation, energy, transportation, and defence, the expected outcomes will facilitate interventions such as targeted training and the provision of technical support, that will guide the diagnostic process and thereby reduce the impact of misdiagnoses on individuals and infrastructure.Read moreRead less
A new kind of dynamics for psychology. In order to remain efficient in real-world decisions, people must dynamically monitor and adjust their cognitive processes. This project aims to develop innovative methods and analyses for dynamics in experimental psychology, using standard paradigms in which task parameters are dynamically manipulated. The development of models of dynamic behaviour will advance the science of psychology and serve as a practical measurement tool for individuals.
A new look at perceptual expertise: the attentional Gestalt framework. This project aims to propose and rigorously test a new, mechanistic framework for understanding how training and experience alters our capacity to perceive and engage in skilled visual processing. The project intends to explain why trained visual experts often rapidly perceive things that elude novices. Expected outcomes of the project include new knowledge about the key mechanistic features that underlie skilled visual perfo ....A new look at perceptual expertise: the attentional Gestalt framework. This project aims to propose and rigorously test a new, mechanistic framework for understanding how training and experience alters our capacity to perceive and engage in skilled visual processing. The project intends to explain why trained visual experts often rapidly perceive things that elude novices. Expected outcomes of the project include new knowledge about the key mechanistic features that underlie skilled visual performance. Intended benefits of this knowledge include the development of artificial systems and improved training environments to facilitate and enhance human expert visual processing.Read moreRead less
Everyday autism: bridging the gap between lab and life. Recent research demonstrates that autistic people, their families and professionals often feel that there remains a sharp divide between autism science and key aspects of everyday autistic life, despite significant public investment in that science. This proposed research investigates reasons for this divide and proposes ways in which it might be overcome. Expected outcomes include greater opportunities for autistic people to play active ro ....Everyday autism: bridging the gap between lab and life. Recent research demonstrates that autistic people, their families and professionals often feel that there remains a sharp divide between autism science and key aspects of everyday autistic life, despite significant public investment in that science. This proposed research investigates reasons for this divide and proposes ways in which it might be overcome. Expected outcomes include greater opportunities for autistic people to play active roles in the research process and more scientific experimentation that moves out of the laboratory and into more true-to-life settings. Bridging the gap between lab and life will result in better theory-building on autism, better translation of scientific discoveries and more robust policy recommendations.Read moreRead less
The Development of Speed Skill. The power function has been the unquestioned law linking practice to human response time for 30 years and is the basis for all current theories of human skill acquisition. Our recent work has overturned the power law in favour of an exponential law. This project uses a combination of computer simulation and experimentation with both adults and children to determine the generality of the exponential law and to develop theory that can accommodate it. Developmental ....The Development of Speed Skill. The power function has been the unquestioned law linking practice to human response time for 30 years and is the basis for all current theories of human skill acquisition. Our recent work has overturned the power law in favour of an exponential law. This project uses a combination of computer simulation and experimentation with both adults and children to determine the generality of the exponential law and to develop theory that can accommodate it. Developmental and practice effects will be compared in four fundamental cognitive tasks and new estimation methodologies tested, resulting in quantifiable improvements in education and training practices.Read moreRead less
Empathy, Attention and Reasoning: The role of automatic and controlled processing in emotion recognition following traumatic brain injury. Traumatically brain injured adults have difficulty identifying emotional facial expressions but little is known regarding their psychophysiological reactions to emotional expression, the efficacy of their visual search patterns of facial features or the extent to which they engage conscious processing and problem solving to assist interpretation. Nor is anyth ....Empathy, Attention and Reasoning: The role of automatic and controlled processing in emotion recognition following traumatic brain injury. Traumatically brain injured adults have difficulty identifying emotional facial expressions but little is known regarding their psychophysiological reactions to emotional expression, the efficacy of their visual search patterns of facial features or the extent to which they engage conscious processing and problem solving to assist interpretation. Nor is anything known about their ability to recognise dynamic emotional displays compared to photographs. This project examines each of these facets using static and dynamic portrayals. The project will inform neuropsychological theories of facial processing, test the ecological validity of previous research and improve understanding of psychosocial deficits after TBI and their treatment.Read moreRead less
Towards an integrated model of reasoning and reasoning development. This project aims to identify the core cognitive processes that underlie different forms of reasoning and how they develop. The project intends to use a signal detection framework to derive detailed computational models of reasoning which can then be tested through Bayesian computational modelling as well as the first systematic investigation of developmental change in reasoning processes. Expected outcomes include a more princi ....Towards an integrated model of reasoning and reasoning development. This project aims to identify the core cognitive processes that underlie different forms of reasoning and how they develop. The project intends to use a signal detection framework to derive detailed computational models of reasoning which can then be tested through Bayesian computational modelling as well as the first systematic investigation of developmental change in reasoning processes. Expected outcomes include a more principled and comprehensive computational model of reasoning in both adults and children. The project should provide significant benefits by helping to resolve long-standing debates about how humans reason complex arguments relevant to everyday lives and guide development of more effective methods for teaching reasoning.Read moreRead less
A paradigm shift in understanding cognitive flexibility. Aims: The project aims to model cognitive flexibility as a dynamic process within people that varies across situations and occasions using advanced data analytics.
Significance: The project intends to generate new knowledge in intelligence theory using recent advances that overcome known theory-testing limitations that have historically been ignored.
Expected Outcomes: An authentic account of cognitive flexibility and a new paradigm for ....A paradigm shift in understanding cognitive flexibility. Aims: The project aims to model cognitive flexibility as a dynamic process within people that varies across situations and occasions using advanced data analytics.
Significance: The project intends to generate new knowledge in intelligence theory using recent advances that overcome known theory-testing limitations that have historically been ignored.
Expected Outcomes: An authentic account of cognitive flexibility and a new paradigm for developing and testing models of dynamic change within people.
Benefits: Dynamic models are needed to understand authentic problem-solving and cognitive function. The advances benefit research and applied areas where dynamic processes are important, including education, work, and cognitive aging.Read moreRead less