Heuristic-based behavioural models with an application to macroeconomics. This project will develop behavioural micro-foundations for economic models with heterogeneous agents. In these models the interaction of decision rules used by agents leads to complex phenomena at the aggregate level, for example, the cycles of bubbles and crashes. The agents switch between decision rules on the basis of past performance. However, a broad range of specifications of the rules and switching mechanisms has l ....Heuristic-based behavioural models with an application to macroeconomics. This project will develop behavioural micro-foundations for economic models with heterogeneous agents. In these models the interaction of decision rules used by agents leads to complex phenomena at the aggregate level, for example, the cycles of bubbles and crashes. The agents switch between decision rules on the basis of past performance. However, a broad range of specifications of the rules and switching mechanisms has led to many degrees of freedom in modelling. In this project, laboratory experiments with paid human subjects will be used to discipline this modelling. The resulting models will improve macroeconomic and financial policy responses to volatile market conditions.Read moreRead less
Lifetime Approach to Measuring Inequality in Living Standards in Australia . This project aims to develop a new methodology to study trends in inequality in Australia. It expects to advance the body of knowledge by measuring inequality in living standards over the whole lifetime and by identifying the role of the Australian fiscal system in redistributing lifetime resources across households and generations. This new approach would help clarify the potential bias embedded in commonly used inequa ....Lifetime Approach to Measuring Inequality in Living Standards in Australia . This project aims to develop a new methodology to study trends in inequality in Australia. It expects to advance the body of knowledge by measuring inequality in living standards over the whole lifetime and by identifying the role of the Australian fiscal system in redistributing lifetime resources across households and generations. This new approach would help clarify the potential bias embedded in commonly used inequality indicators based on current-year income. Its findings expect to provide new insights into how the gains from economic growth have been shared among Australians. It should also offer policy options for designing a better tax and transfer system that would sustain economic prosperity and fairness in Australia.Read moreRead less
Optimal Tax Policy Meets Modern Labour Supply Theory. This project aims to generate new evidence on the optimal design of the federal tax system. Specifically, it seeks to determine the optimal combination of taxes on income, capital and consumption to raise necessary revenue while minimizing disincentives for work and capital formation. The project is innovative because, for the first time, it does optimal tax calculations using models that account fully for how taxes affect human capital inves ....Optimal Tax Policy Meets Modern Labour Supply Theory. This project aims to generate new evidence on the optimal design of the federal tax system. Specifically, it seeks to determine the optimal combination of taxes on income, capital and consumption to raise necessary revenue while minimizing disincentives for work and capital formation. The project is innovative because, for the first time, it does optimal tax calculations using models that account fully for how taxes affect human capital investment and labour force participation. It aims to enhance or understanding of the optimal mix between taxes on earnings, capital and consumption, and the optimal degree of income tax progressivity. The benefit is a tax system better designed to promote economic efficiency and human capital formation. Read moreRead less
Understanding macroeconomic fluctuations with unobserved networks. Whilst empirical evidence suggests that firm-level shocks can have large aggregate effects, via network connections, macroeconomic policies have mostly an aggregate nature. This project aims to build a new framework to disentangle aggregate shocks from shocks to individual units. The major innovations are i) to infer the network from the data and ii) to jointly estimate aggregate factors and network effects. Expected outcomes are ....Understanding macroeconomic fluctuations with unobserved networks. Whilst empirical evidence suggests that firm-level shocks can have large aggregate effects, via network connections, macroeconomic policies have mostly an aggregate nature. This project aims to build a new framework to disentangle aggregate shocks from shocks to individual units. The major innovations are i) to infer the network from the data and ii) to jointly estimate aggregate factors and network effects. Expected outcomes are i) measures of systemic risk and ii) a theoretical framework to study the optimality of aggregate versus sectoral stabilization policies. Benefits include a better understanding of macroeconomic fluctuations in Australia and proposed economic policies to mitigate large and persistent declines in employment and GDP.Read moreRead less
Structural Adjustment, Income Risk, and Human Capital Specificity. This project will build a macroeconomic model to attempt to understand how an economy should manage structural adjustment to economic shocks (such as a substantial change in trade policy, significant exchange rate appreciation, or major technological change) in order to induce the reallocation of labour and other factors of production across different sectors of the economy. Two key features of the model will be human capital spe ....Structural Adjustment, Income Risk, and Human Capital Specificity. This project will build a macroeconomic model to attempt to understand how an economy should manage structural adjustment to economic shocks (such as a substantial change in trade policy, significant exchange rate appreciation, or major technological change) in order to induce the reallocation of labour and other factors of production across different sectors of the economy. Two key features of the model will be human capital specificity, that is, skills may not be easily transferrable across sectors of the economy, and incomplete markets for income risk so that the burdens of adjustment may be concentrated on displaced workers rather than being efficiently shared. Various policies for managing adjustment will be evaluated quantitatively.Read moreRead less
Distorted Beliefs and Asset Price Disconnect Puzzles. Asset price booms and busts have broad ranging implications for households. Despite this, models used for policy analysis struggle to explain asset prices and their implications for the macroeconomy. This project will deliver frontier macro-finance research to inform academics and policymakers on how to model asset price booms and busts, to explain why equity and house price falls appear to have small versus large effects, and how to design e ....Distorted Beliefs and Asset Price Disconnect Puzzles. Asset price booms and busts have broad ranging implications for households. Despite this, models used for policy analysis struggle to explain asset prices and their implications for the macroeconomy. This project will deliver frontier macro-finance research to inform academics and policymakers on how to model asset price booms and busts, to explain why equity and house price falls appear to have small versus large effects, and how to design effective policy responses. Led by internationally recognized experts in macroeconomics, this research proposal is perfectly positioned to deliver scientific peer-reviewed research and embed outcomes through evidenced partnerships with the Reserve Bank of Australia and the Federal Department of Treasury.Read moreRead less
Computational methods for solving modern asset pricing models. This project aims to solve a broad range of asset pricing models. Movements in asset prices affect private investors, public sector finances, wealth distribution and business activity levels. Economists have tried to build better models of asset prices, moving away from hyper-rationality and towards realistic features including heterogeneity, habit persistence and bounded rationality. These models’ additional complexity makes them di ....Computational methods for solving modern asset pricing models. This project aims to solve a broad range of asset pricing models. Movements in asset prices affect private investors, public sector finances, wealth distribution and business activity levels. Economists have tried to build better models of asset prices, moving away from hyper-rationality and towards realistic features including heterogeneity, habit persistence and bounded rationality. These models’ additional complexity makes them difficult to solve or to apply to real world problems. The project will use modern hardware and computational tools, insights from economics literature and numerical analysis to provide a set of solution methods for such asset pricing models. This is expected to improve policy analysis and decision making under uncertainty.Read moreRead less
Automation and Income Inequality: Macroeconomic Policy Implications. The transition to wider use of robotics and artificial intelligence may eventually make our citizens better off, yet effects on domestic income and wealth inequality remain uncertain, depending strongly on general governance and macroeconomic policy regimes. This project would help clarify income inequality effects, both abroad and in Australia, through (i) new numerical theory from calibrated economic models at the global and ....Automation and Income Inequality: Macroeconomic Policy Implications. The transition to wider use of robotics and artificial intelligence may eventually make our citizens better off, yet effects on domestic income and wealth inequality remain uncertain, depending strongly on general governance and macroeconomic policy regimes. This project would help clarify income inequality effects, both abroad and in Australia, through (i) new numerical theory from calibrated economic models at the global and national levels; (ii) econometric testing of results from global and national data; (iii) the use of emerging insights to analyse economic policy responses and their global interaction as well as the implications for Australian economic policyRead moreRead less
Real economy and financial networks. This project aims to analyse the Australian economy from the network perspective. The network approach’s emphasis on the structure of interactions between firms, banks and consumers is important for understanding the economy. The project intends to develop a model of a production network using the input-output links between sectors, including imports and exports, and focusing on credit-lending relations that may cause economic distortions. It also aims to adv ....Real economy and financial networks. This project aims to analyse the Australian economy from the network perspective. The network approach’s emphasis on the structure of interactions between firms, banks and consumers is important for understanding the economy. The project intends to develop a model of a production network using the input-output links between sectors, including imports and exports, and focusing on credit-lending relations that may cause economic distortions. It also aims to advance a theory and estimation methodology for the network formation models useful for prediction and policy analysis. Anticipated benefits include mitigation of economic risks and improved policies.Read moreRead less
The Role of a Central Bank’s Balance Sheet in Shaping the Economy. In response to the global financial crisis, the world’s major central banks cut their rates to near zero and implemented untested unconventional monetary policies, significantly expanding the size and composition of their balance sheets. More than a decade later, the Reserve Bank of Australia is considering similar balance sheet policies. This proposal aims to develop various frameworks that can be used to simulate and evaluate w ....The Role of a Central Bank’s Balance Sheet in Shaping the Economy. In response to the global financial crisis, the world’s major central banks cut their rates to near zero and implemented untested unconventional monetary policies, significantly expanding the size and composition of their balance sheets. More than a decade later, the Reserve Bank of Australia is considering similar balance sheet policies. This proposal aims to develop various frameworks that can be used to simulate and evaluate when and how to eventually undo unconventional monetary policies in order to prevent a prolonged recession. Thus this research proposal will contribute to the current Australian monetary policy debate while providing some insights on how best to implement such policies, improving the living standards of Australians.Read moreRead less