(When) should organisations employ over/underqualified individuals? The aim of the project is to better understand how employee qualifications (ie the extent to which an employee is qualified for the job they hold) influences their voluntary turnover decisions and job performance. Demand and supply in the labour market are frequently out of sync; around half of Australian employees have a level of qualification that does not match the position in which they are currently working. The project aim ....(When) should organisations employ over/underqualified individuals? The aim of the project is to better understand how employee qualifications (ie the extent to which an employee is qualified for the job they hold) influences their voluntary turnover decisions and job performance. Demand and supply in the labour market are frequently out of sync; around half of Australian employees have a level of qualification that does not match the position in which they are currently working. The project aims to establish under what conditions organisations and employees can get the performance benefits from employee qualifications while avoiding fast rates of voluntary turnover. The goal of the project is to develop insights about how to make full use of the benefits of qualifications while avoiding the pitfalls. Insights from this research may be of potential benefit to both workers and to employing organisations.Read moreRead less
Flexible methods for latent variable models applied to Health Economics. This project aims to develop flexible and powerful methods for estimating models containing variables that are unobserved, that is, latent. Such models are often used to capture individual heterogeneity and time dependence in data collected on individuals, with each individual observed for several time periods. Latent variables can also infer group membership, where such membership is unavailable from the data. The intended ....Flexible methods for latent variable models applied to Health Economics. This project aims to develop flexible and powerful methods for estimating models containing variables that are unobserved, that is, latent. Such models are often used to capture individual heterogeneity and time dependence in data collected on individuals, with each individual observed for several time periods. Latent variables can also infer group membership, where such membership is unavailable from the data. The intended methodology is Bayesian and based on new particle methods that allow users to select between models and predict future observations even in complex situations. The research aims to inform decision making through improved use of data in health economics and related fields.Read moreRead less
Strategic Behaviour in Games. John von Neumann’s minimax solution (1928) and its generalisation to mixed-strategy Nash (1950) equilibrium are the cornerstones of modern game theory, the mathematical framework for the study of decision making when the actions of different decision makers interact. This project studies human behaviour in situations where decision makers have an incentive to be unpredictable. The proposed research will shed light on the sources of the failure of the theory in the l ....Strategic Behaviour in Games. John von Neumann’s minimax solution (1928) and its generalisation to mixed-strategy Nash (1950) equilibrium are the cornerstones of modern game theory, the mathematical framework for the study of decision making when the actions of different decision makers interact. This project studies human behaviour in situations where decision makers have an incentive to be unpredictable. The proposed research will shed light on the sources of the failure of the theory in the lab, and assesses the practical significance of the statistical tests used to evaluate laboratory data on mixed-strategy play.Read moreRead less
Evaluation of a brief parenting intervention for parents of children suffering asthma or eczema. Childhood illnesses create a great burden for Australian families and many parents struggle with keeping their child healthy and well adjusted. This research will examine the effects of a brief parenting intervention to help parents become more skilled and confident in their role, leading to better child adjustment, health and wellbeing.
Introspection, Learning, and Equilibrium in Games: Theory and Experiment. Game theory is increasingly being used in the social sciences, but the extreme reliance on perfect decision making and perfect foresight has raised doubts about its empirical relevance. This scepticism is reinforced by laboratory evidence showing behaviour patterns that are systematically biased away from game-theoretic predictions. This project concerns the development and testing of models more descriptive of actual huma ....Introspection, Learning, and Equilibrium in Games: Theory and Experiment. Game theory is increasingly being used in the social sciences, but the extreme reliance on perfect decision making and perfect foresight has raised doubts about its empirical relevance. This scepticism is reinforced by laboratory evidence showing behaviour patterns that are systematically biased away from game-theoretic predictions. This project concerns the development and testing of models more descriptive of actual human behaviour. One aim is to deliver hybrid models able to reproduce interesting patterns of first-period play (introspection), time-series data in repeated games (learning), and systematic departures from static equilibrium. Another aim is to apply a successful hybrid to improve the design of economic and social institutions.Read moreRead less
Evolution of intelligence in small brains: how to navigate the messy natural outdoors smartly. This project unravels how small-brained desert ants navigate expertly using simple and coarse-grade visual cues, focusing on 1) how they use skylines, where the tops of terrestrial objects meet the sky, and 2) how they search efficiently for goals. The outcomes will be invaluable for designing robots that can navigate in the messy natural outdoors.
Short sleep as a cause of obesity: a longitudinal examination of Australian children and adults. This project will examine whether short sleep durations predict weight gain and obesity in Australian children and adults. The findings will have potentially important implications for how obesity is treated and prevented in Australia.
Affective influences social thinking and behaviour: A social neuroscience approach. Affective states have a major influence on how people think and behave in everyday life. However, the psychological and neural mechanisms producing these effects remain incompletely understood. This project will investigate how external situations and internal cognitive and neurological mechanisms interact to facilitate or inhibit affective influences on judgments and behaviour. The project will also develop and ....Affective influences social thinking and behaviour: A social neuroscience approach. Affective states have a major influence on how people think and behave in everyday life. However, the psychological and neural mechanisms producing these effects remain incompletely understood. This project will investigate how external situations and internal cognitive and neurological mechanisms interact to facilitate or inhibit affective influences on judgments and behaviour. The project will also develop and test an innovative information processing theory of affective influences, and develop new empirical methods for measuring the cognitive and behavioural consequences of affect. Studies will also investigate the influence of affect on clinical, organisational, educational and health outcomes, and on various real-life behaviours.
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The rate of time preference in choice experiments: A systematic re-analysis. This project intends to re-analyse data from over 20 years of past research to understand when and why people sometimes make short-sighted choices. Time preference is a core concept in both theoretical and applied economics and a key input in public policy, yet empirical understanding of it is poor. Almost all important decisions of households, businesses and government involve benefits and costs that unfold over time. ....The rate of time preference in choice experiments: A systematic re-analysis. This project intends to re-analyse data from over 20 years of past research to understand when and why people sometimes make short-sighted choices. Time preference is a core concept in both theoretical and applied economics and a key input in public policy, yet empirical understanding of it is poor. Almost all important decisions of households, businesses and government involve benefits and costs that unfold over time. Many economists have used decision-making experiments to study how people value the future and make trade-offs over time, but these have not reached any clear consensus. This project plans to systematically re-analyse primary data using state-of-the-art estimation techniques to generate new estimates of the discount rate for each study. These will then be analysed in a meta-regression analysis to identify the factors that cause discount rates to vary between studies.Read moreRead less
Feeling, thinking and doing: Affective influences on social cognition and behaviour. Affect has a major influence on how people think and behave in social situations, yet the psychological mechanisms responsible for these effects remain incompletely understood. The proposed experiments will investigate the circumstances that facilitate or inhibit affect infusion into social thinking, judgments and behaviours and explore the real-life consequences of these effects. A comprehensive theoretical mod ....Feeling, thinking and doing: Affective influences on social cognition and behaviour. Affect has a major influence on how people think and behave in social situations, yet the psychological mechanisms responsible for these effects remain incompletely understood. The proposed experiments will investigate the circumstances that facilitate or inhibit affect infusion into social thinking, judgments and behaviours and explore the real-life consequences of these effects. A comprehensive theoretical model, the recently revised Affect Infusion Model will be tested as an integrative explanation for affect infusion phenomena.Read moreRead less