Learning and choosing in a complex world. How do people make choices in a complex world? Making good choices requires expertise, but people must often forego rewards in order to acquire this knowledge. This is the essence of an "explore-exploit dilemma": to maximise rewards across a long time frame, people must take the time to explore and learn now. Empirically, this project aims to unify much of the existing psychological literature and extend it to cover richer, more complex problems. Theoret ....Learning and choosing in a complex world. How do people make choices in a complex world? Making good choices requires expertise, but people must often forego rewards in order to acquire this knowledge. This is the essence of an "explore-exploit dilemma": to maximise rewards across a long time frame, people must take the time to explore and learn now. Empirically, this project aims to unify much of the existing psychological literature and extend it to cover richer, more complex problems. Theoretically, the project aims to use tools from machine learning to compare human decision making to optimal planning models.Read moreRead less
Emerging from the shadows: the evaluation of intervention strategies to reduce social isolation amongst the aged. Social isolation imposes a high cost on affected individuals and the community at large. This project will determine what interventions work in addressing social isolation amongst the older population.
Creative Tropical City: Mapping Darwin's Creative Industries. This research will improve our knowledge and understanding of the creative industries in Darwin. It will provide a strong evidence base for the development of policy options for growing the creative industries in Darwin. And it will interrogate national and international creative industry policy frameworks for their applicability to Darwin.
Expecting the unexpected: how people prioritise predictability. This project aims to investigate how people represent and use information about unpredictability in their environment. Seeing too much predictability is problematic, but seeing too little can also be a problem, for example inappropriate "learned helplessness" can occur, whereby people feel disempowered because the world is seen as random. Recent findings demonstrated a bias in fundamental learning that may maintain these inappropria ....Expecting the unexpected: how people prioritise predictability. This project aims to investigate how people represent and use information about unpredictability in their environment. Seeing too much predictability is problematic, but seeing too little can also be a problem, for example inappropriate "learned helplessness" can occur, whereby people feel disempowered because the world is seen as random. Recent findings demonstrated a bias in fundamental learning that may maintain these inappropriate beliefs about unpredictability. This bias is not anticipated by formal theories of learning. The project will investigate how this bias is brought about by first formalising a novel theory of fundamental learning and then systematically testing its assumptions.Read moreRead less
Young people's understandings of the relation between work, the labour market and education: Their origins and effects. Young people's pathways between school and work have become much more diverse and complex than in the past. Yet the impact of family background on their education and employment outcomes has hardly changed. This project focuses on young people's perceptions of the relation between work, education and the labour market and the pathways open to them. Taking account of recent m ....Young people's understandings of the relation between work, the labour market and education: Their origins and effects. Young people's pathways between school and work have become much more diverse and complex than in the past. Yet the impact of family background on their education and employment outcomes has hardly changed. This project focuses on young people's perceptions of the relation between work, education and the labour market and the pathways open to them. Taking account of recent major changes in the youth labour market, the research aims to understand the role of these perceptions in shaping young people's choices and pathways, how these vary according to social background and experience, and how they affect employment outcomes.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0668334
Funder
Australian Research Council
Funding Amount
$158,844.00
Summary
Australian Policy Online Development Project. Australian Policy Online provides easy access to a large selection of research reports, papers and articles from centres and institutes throughout Australia. In 2006, the scope of APO's listings and its related research resources will be significantly broadened, increasing the value of the site to its users, including researchers in universities and the public service, journalists, teachers and students. Australia's relations with its neighbours in S ....Australian Policy Online Development Project. Australian Policy Online provides easy access to a large selection of research reports, papers and articles from centres and institutes throughout Australia. In 2006, the scope of APO's listings and its related research resources will be significantly broadened, increasing the value of the site to its users, including researchers in universities and the public service, journalists, teachers and students. Australia's relations with its neighbours in Southeast Asia will be a particular focus of this expansion, and the APO Briefings series of short, topical books will provide an additional, innovative publishing option for researchers. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0989700
Funder
Australian Research Council
Funding Amount
$175,000.00
Summary
The Australian Policy Online Full-Text Research Repository and Thematic Gateways. By bringing together the research outputs of over 160 member centres and institutes, as well as selected material from government and other sources, Australian Policy Online (APO) makes a significant contribution to the national research effort across all National Research Priorities - environmental sustainability, promoting and maintaining good health, frontier technologies and safeguarding Australia - and to the ....The Australian Policy Online Full-Text Research Repository and Thematic Gateways. By bringing together the research outputs of over 160 member centres and institutes, as well as selected material from government and other sources, Australian Policy Online (APO) makes a significant contribution to the national research effort across all National Research Priorities - environmental sustainability, promoting and maintaining good health, frontier technologies and safeguarding Australia - and to the development of well-informed public policy. This project will increase the value of APO by deepening its coverage of preventative health, planning and the environment, and citizenship; broadening its collection of research material; and offering new resources for researchers.Read moreRead less
Protecting while they prosper? Organisational responses to whistleblowing. This project aims to examine the adequacy of organisational responses to whistleblowing (employee reporting of wrongdoing). So far, research into public-interest whistleblowing has revealed much about the incidence, significance and experience of whistleblowers. This project now extends the research to the other side of the issue — the organisations. By comparing employee and managerial experience in multiple public and p ....Protecting while they prosper? Organisational responses to whistleblowing. This project aims to examine the adequacy of organisational responses to whistleblowing (employee reporting of wrongdoing). So far, research into public-interest whistleblowing has revealed much about the incidence, significance and experience of whistleblowers. This project now extends the research to the other side of the issue — the organisations. By comparing employee and managerial experience in multiple public and private sector organisations in Australia and New Zealand, the project intends to identify the factors that influence good and bad responses across a range of institutions; provide a clearer basis for reform of policies, procedures and law; and set benchmarks for comparative research worldwide.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
Discovery Early Career Researcher Award - Grant ID: DE150100667
Funder
Australian Research Council
Funding Amount
$328,000.00
Summary
How “known unknowns” become known: How do people encode unpredictability? As Donald Rumsfeld noted, there are 'known unknowns’. That is to say, people are seemingly capable of learning that some things cannot be reliably predicted. This learning underpins decisions from the trivial (whether to pack a jacket) to the life-defining (whom to marry). An aberrant form of this learning may also underlie mental health disorders. Yet the mechanisms of such learning have been largely overlooked by cogniti ....How “known unknowns” become known: How do people encode unpredictability? As Donald Rumsfeld noted, there are 'known unknowns’. That is to say, people are seemingly capable of learning that some things cannot be reliably predicted. This learning underpins decisions from the trivial (whether to pack a jacket) to the life-defining (whom to marry). An aberrant form of this learning may also underlie mental health disorders. Yet the mechanisms of such learning have been largely overlooked by cognitive scientists and thus are poorly understood. The project, which is based on significant pilot data, aims to examine when and how people learn about unpredictability, and what the cognitive, memorial, neural and affective consequences of this learning are.Read moreRead less