Choice and Classification in complex and adversarial environments. Any policy must take account of individuals' incentives to strategically manipulate. Mechanism Design is an area of economic theory that addresses precisely this. In its theoretical development however, it overlooks practical constraints for monitoring behavior. For instance, for fraud detection and credit scoring, automated statistical machine learning models discussed in computer science (CS) are used. Here, we constrain ....Choice and Classification in complex and adversarial environments. Any policy must take account of individuals' incentives to strategically manipulate. Mechanism Design is an area of economic theory that addresses precisely this. In its theoretical development however, it overlooks practical constraints for monitoring behavior. For instance, for fraud detection and credit scoring, automated statistical machine learning models discussed in computer science (CS) are used. Here, we constrain monitoring strategies to be such algorithms and address the monitoring of a population of individuals or a similarly constrained large adversary. Notable cross disciplinary implications exist forRead moreRead less
Strategic Thought and Prediction in Strategic Environments. Game theory is now an integral tool for economics and business. It helps predict behavior in strategic environments and thus answers important questions: What form of auction to use in the pending sale of 3G spectrum? How should the government sell its bonds? How to detect implict collusion among companies? What division of benefits of joint research ventures will attract maximum participation?
This project aims to greatly increas ....Strategic Thought and Prediction in Strategic Environments. Game theory is now an integral tool for economics and business. It helps predict behavior in strategic environments and thus answers important questions: What form of auction to use in the pending sale of 3G spectrum? How should the government sell its bonds? How to detect implict collusion among companies? What division of benefits of joint research ventures will attract maximum participation?
This project aims to greatly increase the predictive power of game theory and provide decisive answers to questions such as above. This is achieved by developing a theory that relates individuals' current behavior to their experiences in analogous environments in the past.
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Discovery Early Career Researcher Award - Grant ID: DE190100800
Funder
Australian Research Council
Funding Amount
$371,000.00
Summary
Technological change: impacts on labour, capital and policy. This project aims to investigate how technological progress, its dissemination and heterogeneous adoption, shapes our economy and affects individual wellbeing. New technologies often complement certain workers, tasks or sectoral activities. This project will focus on the complementarities associated with a range of skills and age or experience of workers, and will model the dynamics and heterogeneous effects of technological changes. T ....Technological change: impacts on labour, capital and policy. This project aims to investigate how technological progress, its dissemination and heterogeneous adoption, shapes our economy and affects individual wellbeing. New technologies often complement certain workers, tasks or sectoral activities. This project will focus on the complementarities associated with a range of skills and age or experience of workers, and will model the dynamics and heterogeneous effects of technological changes. The proposed novel framework will incorporate multiple dimensions of skill and capital. Combining this framework with more than 50 years of data, the project will analyse the effects of technological change on wage structure and earnings distribution, individual decisions about time allocation and retirement.Read moreRead less
A Synthesis of Agency and Managerial Power Theories and Its Applications to Corporate Governance, Management Compensation, and Firm Performance. The existing models of corporate governance in economics and finance based on agency theory do not successfully portray all modern corporations. Thus the importance of a new and rigorous way to study corporate governance can be hardly exaggerated. This project will provide a synthesized theory of corporate governance and is expected to produce highest- ....A Synthesis of Agency and Managerial Power Theories and Its Applications to Corporate Governance, Management Compensation, and Firm Performance. The existing models of corporate governance in economics and finance based on agency theory do not successfully portray all modern corporations. Thus the importance of a new and rigorous way to study corporate governance can be hardly exaggerated. This project will provide a synthesized theory of corporate governance and is expected to produce highest-quality research publishable in top-tier journals. This will, among others, enhance Australia's standing as a knowledge nation. This project is also expected to contribute to the discussions on how to improve corporate governance and regulation of management compensation both in Australia and abroad. Read moreRead less
Multi-tier economic hierarchies: existence, structure, and optimal incentives. There exists a considerable gap between real-world economic organizations and the economic theory of the firm. This project provides formal theories of multi-tier hierarchies, thereby contributing to fill the gap. The project is expected to produce highest-quality research publishable in top-tier journals. This will, among others, enhance Australia's standing as a knowledge nation. Additional benefit comes from inter ....Multi-tier economic hierarchies: existence, structure, and optimal incentives. There exists a considerable gap between real-world economic organizations and the economic theory of the firm. This project provides formal theories of multi-tier hierarchies, thereby contributing to fill the gap. The project is expected to produce highest-quality research publishable in top-tier journals. This will, among others, enhance Australia's standing as a knowledge nation. Additional benefit comes from international collaboration with high-calibre theorists such as the two partner investigators. The project would provide opportunities for communication between Australian economists and the partner investigators, as well as a launch pad for further collaboration in the future.Read moreRead less
Productivity, growth and unemployment in economies with frictions. This project aims to examine decisions driving productivity, growth, and unemployment in macroeconomies with frictions. It examines how government (fiscal, monetary, and education) policies determine these decisions, and identifies the best configurations of these policies. It will construct dynamic general equilibrium models of economies to analyse the causal structure behind productivity changes, growth and unemployment. It wil ....Productivity, growth and unemployment in economies with frictions. This project aims to examine decisions driving productivity, growth, and unemployment in macroeconomies with frictions. It examines how government (fiscal, monetary, and education) policies determine these decisions, and identifies the best configurations of these policies. It will construct dynamic general equilibrium models of economies to analyse the causal structure behind productivity changes, growth and unemployment. It will conduct quantitative experiments using simulations, to estimate optimal government policy design settings. This project expects to identify policies that promote productivity, growth and employment.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100590
Funder
Australian Research Council
Funding Amount
$416,154.00
Summary
Optimal policy and mechanism design in education and labour markets. This project aims to investigate the optimal design and efficiency implications of education and labour market policies such as differential treatment in school assignment, university admissions, hiring and promotions within organisations. The project expects to develop novel theoretical models of public policy using techniques from information economics and mechanism design. The expected outcomes of this project include an enh ....Optimal policy and mechanism design in education and labour markets. This project aims to investigate the optimal design and efficiency implications of education and labour market policies such as differential treatment in school assignment, university admissions, hiring and promotions within organisations. The project expects to develop novel theoretical models of public policy using techniques from information economics and mechanism design. The expected outcomes of this project include an enhanced capacity to design policies and a new conceptual framework to assess their efficiency. This should enable policymakers and organisations to implement more efficient policies, and inform public debates on the merits of preferential treatment, gender equity policies and other education and labour market policies. Read moreRead less
The Development of English Economic Vocabulary to 1776: the Formation of a Disciplinary Language. The language of economic science is fundamental to all social theory - and indeed, to how modern societies perceive themselves. Where does that vocabulary - both the language and the concepts carried by that language - come from? How did it develop? The aim of this research project is to clarify the answers to these two questions, up to the time at which political economy or economics became a matur ....The Development of English Economic Vocabulary to 1776: the Formation of a Disciplinary Language. The language of economic science is fundamental to all social theory - and indeed, to how modern societies perceive themselves. Where does that vocabulary - both the language and the concepts carried by that language - come from? How did it develop? The aim of this research project is to clarify the answers to these two questions, up to the time at which political economy or economics became a mature intellectual system - in Adam Smith's 1776 "Wealth of Nations". This will be the first such systematic and comprehensive book-length study of the formation of this disciplinary language ever attempted.Read moreRead less
Balancing the risk of harm with productivity in the mercurial firm: economic theory and applications to Australian policy. Australia has had at least one significant chemical spill per month for the last 30 years. While the Longford disaster fades from the news, James Hardy's asbestos problem fills its place. This project will develop a general conceptual framework in which to analyse the economics of risky firms. The framework will be used to evaluate Australian, International, and alternative ....Balancing the risk of harm with productivity in the mercurial firm: economic theory and applications to Australian policy. Australia has had at least one significant chemical spill per month for the last 30 years. While the Longford disaster fades from the news, James Hardy's asbestos problem fills its place. This project will develop a general conceptual framework in which to analyse the economics of risky firms. The framework will be used to evaluate Australian, International, and alternative policies. The end benefit to Australia will be an improvement in policy toward firms that cause accidents.Read moreRead less