A New framework to improve human-robot interaction in financial markets. This project aims to investigate the interaction of humans with robots (automated, algorithmic traders) in financial markets. It will build a novel environment based on controlled experiments within the context of financial markets. It is expected to discover how market participants choose to engage robots, and when and why robots are disengaged. The project will also investigate how the use of robots affects price behavio ....A New framework to improve human-robot interaction in financial markets. This project aims to investigate the interaction of humans with robots (automated, algorithmic traders) in financial markets. It will build a novel environment based on controlled experiments within the context of financial markets. It is expected to discover how market participants choose to engage robots, and when and why robots are disengaged. The project will also investigate how the use of robots affects price behaviour, and efficiency of allocation. This will provide significant benefits, such as enhancing Australia’s capacity for the scientific study of financial markets and for developing financial technology using an experimental method.Read moreRead less
Time Delay, Externalities and Attitudes Toward Taxation. Public attitudes toward a policy have a significant impact on its effectiveness. The aim of this project is to investigate the determinants of public attitudes for incentive-based institutions, particularly taxes, by highlighting the importance of considering the intertemporal properties of taxation: when costs and benefits of taxation occur at different times. This project is designed to be a controlled study of how and why public attitud ....Time Delay, Externalities and Attitudes Toward Taxation. Public attitudes toward a policy have a significant impact on its effectiveness. The aim of this project is to investigate the determinants of public attitudes for incentive-based institutions, particularly taxes, by highlighting the importance of considering the intertemporal properties of taxation: when costs and benefits of taxation occur at different times. This project is designed to be a controlled study of how and why public attitudes towards taxation are influenced by the temporal structure of the externalities that the taxes are meant to control. The anticipated goal is to inform the design of institutions that the public will accept and, more generally, improve the understanding of intertemporal decision-making in environments with delayed externalities.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
Neuroeconomic foundations of probability and value perception. This project aims to investigate well-known behavioural “biases” in probability and value perception through the lens of neurobiology. This project will generate new knowledge on how the value of rewards, and the likelihood of receiving them, are incorporated in the decision-making process. Using an interdisciplinary approach, this project will be of interest to researchers from several domains of social science, which focus on how a ....Neuroeconomic foundations of probability and value perception. This project aims to investigate well-known behavioural “biases” in probability and value perception through the lens of neurobiology. This project will generate new knowledge on how the value of rewards, and the likelihood of receiving them, are incorporated in the decision-making process. Using an interdisciplinary approach, this project will be of interest to researchers from several domains of social science, which focus on how and why people make their decisions and how we could improve people’s wellbeing by improving their choices. The findings will provide insights into effective, behaviour-related policy design that aims to improve peoples’ well-being.Read moreRead less
Testing strategy-proofness in matching markets: an experimental study. This project seeks to test and improve matching algorithms by investigating the effect of advice on strategy-proofness. Matching algorithms are used to solve allocation problems in designed markets (eg school or house allocation problems). Many of the algorithms employed are strategy-proof: participants never gain from strategising, that is, from lying about their preferences. Strategy-proofness had been seemingly validated b ....Testing strategy-proofness in matching markets: an experimental study. This project seeks to test and improve matching algorithms by investigating the effect of advice on strategy-proofness. Matching algorithms are used to solve allocation problems in designed markets (eg school or house allocation problems). Many of the algorithms employed are strategy-proof: participants never gain from strategising, that is, from lying about their preferences. Strategy-proofness had been seemingly validated by experimental research, but new evidence suggests that participants could be prone to follow wrong advice and therefore lie. In order to improve the performance of designed markets, the project proposes to further test strategy-proofness by investigating how advice can affect truth-telling in strategy-proof algorithms and whether learning can counteract or complement the effect of advice.Read moreRead less
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
Posted prices, bargaining and auctions: an experimental examination. This project uses economic methods to investigate how trading institutions affect prices and efficiency. It examines markets with directed search: buyers visit sellers based on any information they have. Simultaneous buyer choices and sellers’ capacity constraints lead to “frictions” where not all profitable exchanges occur - more realistic than the usual “frictionless” assumption. The project will vary: whether sellers can pos ....Posted prices, bargaining and auctions: an experimental examination. This project uses economic methods to investigate how trading institutions affect prices and efficiency. It examines markets with directed search: buyers visit sellers based on any information they have. Simultaneous buyer choices and sellers’ capacity constraints lead to “frictions” where not all profitable exchanges occur - more realistic than the usual “frictionless” assumption. The project will vary: whether sellers can post prices in advance; and, whether and how negotiation occurs based on how many buyers (one vs two or more) visit a seller. The project will use results from auction, bargaining, game and search theories, and new analysis, to form predictions, which will be tested using experiments. The results should have implications for labour and competition policies.Read moreRead less
The economics of (mis)information in the age of social media. New media technologies allow anyone to broadcast their views, leading to a “cacophony of voices” where misinformation flourishes. Tools from information economics are tailor-made for understanding information consumption in settings with many biased news sources. We develop economic models where many sources compete to attract and influence heterogenous listeners. We then study how misinformation spreads and amplifies when consumers ....The economics of (mis)information in the age of social media. New media technologies allow anyone to broadcast their views, leading to a “cacophony of voices” where misinformation flourishes. Tools from information economics are tailor-made for understanding information consumption in settings with many biased news sources. We develop economic models where many sources compete to attract and influence heterogenous listeners. We then study how misinformation spreads and amplifies when consumers of information communicate with many others through a social network. Finally, we study how to design simple and robust rules to foster informative discourse and filter misinformation. The results will shape economic policy recommendations for regulating misinformation in media platforms and social media.Read moreRead less
Multidisciplinary analysis of financial reference points and wellbeing. The aim is to find how to improve financial decisions (i) during unexpected economic shocks, and (ii) by the socially disadvantaged. The project will produce the first large-scale evidence on heterogeneity in benchmarks (reference points) against which people evaluate financial alternatives and the role of such benchmarks in financial risk-taking and in creating and perpetuating economic inequality. The expected outcomes inc ....Multidisciplinary analysis of financial reference points and wellbeing. The aim is to find how to improve financial decisions (i) during unexpected economic shocks, and (ii) by the socially disadvantaged. The project will produce the first large-scale evidence on heterogeneity in benchmarks (reference points) against which people evaluate financial alternatives and the role of such benchmarks in financial risk-taking and in creating and perpetuating economic inequality. The expected outcomes include transformed interdisciplinary understanding of financial decisions and significantly greater capacity for multidisciplinary collaboration. The findings will inform policy on promoting financial wellbeing and to mitigate the devastating effects of sudden economic shocks such as that of COVID-19.Read moreRead less
The Economics of Envy. Envy is persistent and universal. It may help explain why humans are relatively less hierarchical than other primate species and prone to egalitarianism. Envy may help explain the formation of political and social structures and taxation and redistribution policies. This project will examine how in-group and out-group bias, social/economic mobility, and luck versus ability exacerbate and mitigate social preference and when these factors result in destructive and/or constru ....The Economics of Envy. Envy is persistent and universal. It may help explain why humans are relatively less hierarchical than other primate species and prone to egalitarianism. Envy may help explain the formation of political and social structures and taxation and redistribution policies. This project will examine how in-group and out-group bias, social/economic mobility, and luck versus ability exacerbate and mitigate social preference and when these factors result in destructive and/or constructive envy. This investigation contributes to the understanding of envy and its behavioural manifestations. Understanding the correlates of social preferences and the resulting behaviour is important for developing policy to reduce destructive envy and encourage constructive envy. Read moreRead less