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
Big data: implications for competition, privacy and regulation. This project aims to provide economic analyses of the costs and benefits of business strategies driven by consumer data, while considering consumers’ privacy concerns. This is highly relevant and timely given the vast amount of consumer data collected, shared and used in the digital era. Expected outcomes include better understanding of how data may lead to market power and how to safeguard against abuse of market power and privacy ....Big data: implications for competition, privacy and regulation. This project aims to provide economic analyses of the costs and benefits of business strategies driven by consumer data, while considering consumers’ privacy concerns. This is highly relevant and timely given the vast amount of consumer data collected, shared and used in the digital era. Expected outcomes include better understanding of how data may lead to market power and how to safeguard against abuse of market power and privacy breach. This project should make significant contributions to the nascent academic research and policy discussions in this area. This should also place Australia at the forefront of international scientific community and policy circle on the regulation of data-driven business strategies and privacy regulation. Read moreRead less
Price-Setting Rules and Allocative Efficiency in Oligopolies. This project aims to investigate under which circumstances restrictions on how often firms can change prices increase competition in an oligopoly and bring down prices. For this, we propose the use of laboratory experiments with a novel design followed by field experiments and a real price-data analysis for external validation. This study will result in both the advancement of theory describing how firms compete in dynamic oligopolies ....Price-Setting Rules and Allocative Efficiency in Oligopolies. This project aims to investigate under which circumstances restrictions on how often firms can change prices increase competition in an oligopoly and bring down prices. For this, we propose the use of laboratory experiments with a novel design followed by field experiments and a real price-data analysis for external validation. This study will result in both the advancement of theory describing how firms compete in dynamic oligopolies and practical policy advice on how price setting rules can be used to improve consumer welfare. This project has the potential to generate sizable benefits to Australian consumers, as the resulting policy advice would be applicable to large markets such as those for petrol, groceries and online retail.Read moreRead less
Problem Gambling: effects on families, children and spouses. This project aims to produce evidence that can be used to address problem gambling in Australia. Problem gambling is a major issue, costing Australians over $4.7 billion per year. Better understanding of problem gambling and better policy coming from our project have the potential to significantly improve the lives of Australians--their labour market performance, their mental health and the quality of their relationships. This proj ....Problem Gambling: effects on families, children and spouses. This project aims to produce evidence that can be used to address problem gambling in Australia. Problem gambling is a major issue, costing Australians over $4.7 billion per year. Better understanding of problem gambling and better policy coming from our project have the potential to significantly improve the lives of Australians--their labour market performance, their mental health and the quality of their relationships. This project will generate new knowledge by using a novel approach where problem gamblers are considered in the context of their families. Using quantitative data over more than 10 years, this project seeks to produce new evidence about how problem gamblers affect their families and how families help or harm gamblers.Read moreRead less
Economic stress, non-cognitive skill development and life outcomes. This project aims to identify policies in which the fostering of non-cognitive skills (NCS) can break the persistence of economic disadvantage. The project seeks to investigate the mechanisms behind differential development, intergenerational transmission of NCS between "rich and poor," how exposure to economic stress inhibits NCS development and the role of schooling in boosting NCS of disadvantaged children. Expected outcomes ....Economic stress, non-cognitive skill development and life outcomes. This project aims to identify policies in which the fostering of non-cognitive skills (NCS) can break the persistence of economic disadvantage. The project seeks to investigate the mechanisms behind differential development, intergenerational transmission of NCS between "rich and poor," how exposure to economic stress inhibits NCS development and the role of schooling in boosting NCS of disadvantaged children. Expected outcomes include evidence-based policy advice on how human capital investments in NCS can be beneficial for health, educational and labour market success, and how NCS can survive despite economic stress. Intended benefits include new cost-effective policies to reduce inequality and maximise the welfare of society.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190100887
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Economic analysis of time constraints on decision-making in health. This project aims to determine whether and how time constraints affect decision-making. Time constraints can impair the quality of decisions in health, resulting in serious medical and financial consequences. This project will employ experimental economic methods to examine how misaligned preferences and incentives influence decision-making under time constraints. The project will offer scientific evidence and accurate measureme ....Economic analysis of time constraints on decision-making in health. This project aims to determine whether and how time constraints affect decision-making. Time constraints can impair the quality of decisions in health, resulting in serious medical and financial consequences. This project will employ experimental economic methods to examine how misaligned preferences and incentives influence decision-making under time constraints. The project will offer scientific evidence and accurate measurements, provide insights into interventions to align the preferences of doctors and patients, and to lower the overtreatment of patients in the health-care market. The project expects to benefit society and contribute to a more efficient healthcare system.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
Information design, cognitive abilities and macro-economic stability. This project aims to improve our understanding of individual decision making in financial markets and its implications for macro-economic stability. Using laboratory and internet experiments, models of adaptive choice behaviour will be developed and validated. The project will help to gain insight into how past information, and the way it is presented, affects investment decisions, which individual characteristics matter for d ....Information design, cognitive abilities and macro-economic stability. This project aims to improve our understanding of individual decision making in financial markets and its implications for macro-economic stability. Using laboratory and internet experiments, models of adaptive choice behaviour will be developed and validated. The project will help to gain insight into how past information, and the way it is presented, affects investment decisions, which individual characteristics matter for decisions, and how this behaviour translates into the evolution of aggregate macro-economic variables. The expected outcomes of the project will have the potential to improve the design of tools for better individual financial decision making, to stabilize volatile markets and to enhance economic welfare.Read moreRead less
Price Transparency, Search, and Collusion in Markets. Online search platforms and 'open data' policies are emerging to empower consumers with price information for decision-making in markets, yet also can enable collusive pricing. This project aims to study the competitive impact of search platforms by combining large, real-time datasets on firm pricing and consumer search with natural and field experiments. The project expects to facilitate the development of new models of collusion, consumer s ....Price Transparency, Search, and Collusion in Markets. Online search platforms and 'open data' policies are emerging to empower consumers with price information for decision-making in markets, yet also can enable collusive pricing. This project aims to study the competitive impact of search platforms by combining large, real-time datasets on firm pricing and consumer search with natural and field experiments. The project expects to facilitate the development of new models of collusion, consumer search, and platform adoption. This should yield substantial benefit by modernizing competition policy for the digital age through novel data-driven screens for collusion, and policies to encourage platform adoption and enable consumers’ use of data in decision-making to increase competition in markets.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