Disclosure in patents, an economic analysis using computational linguistics. This project aims to analyse the disclosure of patents. To achieve economic growth, the patent system aims to provide incentives for research and development as well as to ensure knowledge is accessible as widely as possible. This project will explore and demonstrate the usefulness of computational linguistics in the economic analysis of disclosure in patents. In particular, the project will look at the role of readabi ....Disclosure in patents, an economic analysis using computational linguistics. This project aims to analyse the disclosure of patents. To achieve economic growth, the patent system aims to provide incentives for research and development as well as to ensure knowledge is accessible as widely as possible. This project will explore and demonstrate the usefulness of computational linguistics in the economic analysis of disclosure in patents. In particular, the project will look at the role of readability in the patent application and examination process. This will provide a strong potential to inform and improve patent examination processes and patent policy. Expected outcomes will enable society to achieve greater use of the knowledge embedded in the patent system, thereby contributing to higher economic growth.Read moreRead less
Productivity Measurement, Drivers and Trends: A New Analytical Framework. Significant problems exist in the measurement of productivity and hence its understanding, impeding informed policy formulation. This project aims to advance new concepts and methods for productivity measurement that have the potential to improve policy and national welfare, with special attention to: productivity in the mining industry, which has been a particular problem for Australia; the increased holding of precaution ....Productivity Measurement, Drivers and Trends: A New Analytical Framework. Significant problems exist in the measurement of productivity and hence its understanding, impeding informed policy formulation. This project aims to advance new concepts and methods for productivity measurement that have the potential to improve policy and national welfare, with special attention to: productivity in the mining industry, which has been a particular problem for Australia; the increased holding of precautionary cash balances by firms during financial crises, representing underutilised resources; examination of firm productivity dynamics, without assuming the possibility of disappearing technology capability that is used in standard models; and a more realistic approach to capitalisation of research and development and other intangible investments.Read moreRead less
Banking System Competition and the Macro-economy. Australia has one of the most concentrated banking sectors in the world, generating concerns regarding its efficiency. This project aims to develop unified frameworks to understand and evaluate quantitatively how the structure of the banking industry affects the macro-economy and provide policy recommendations for establishing a healthy and efficient banking industry. This project expects to improve understanding of the welfare trade-off between ....Banking System Competition and the Macro-economy. Australia has one of the most concentrated banking sectors in the world, generating concerns regarding its efficiency. This project aims to develop unified frameworks to understand and evaluate quantitatively how the structure of the banking industry affects the macro-economy and provide policy recommendations for establishing a healthy and efficient banking industry. This project expects to improve understanding of the welfare trade-off between bank competition and economic well-being to enable policymakers to better determine the optimal concentration of banking sector in Australia. This will enhance the productivity and international competitiveness of Australia’s financial system and the broader economy.Read moreRead less
Large dynamic time-varying models for structural macroeconomic inference. This project aims to broaden the range of macroeconomic models that have an integrated capacity for both greater realism and efficiency in analysis. This approach will be applied to two contexts at the forefront of current macroeconomic research, the effects of noisy productivity signals on business cycles and the effects of fiscal policy shocks. Flexible macro-econometric models underpin accurate inference by economists ....Large dynamic time-varying models for structural macroeconomic inference. This project aims to broaden the range of macroeconomic models that have an integrated capacity for both greater realism and efficiency in analysis. This approach will be applied to two contexts at the forefront of current macroeconomic research, the effects of noisy productivity signals on business cycles and the effects of fiscal policy shocks. Flexible macro-econometric models underpin accurate inference by economists and policymakers and the project outputs should provide widespread and significant benefits by improving policy and boosting Australia’s comparative advantage.Read moreRead less
Sustaining India's economic transformation: challenges, prospects and implications for Australia and the Pacific region. India's emergence from economic stagnation is beginning to have a profound impact on the world economy, including Australia. This project aims to investigate the sources of India's growth and the reforms needed to ensure that growth generates reductions in poverty and ensures equity and political stability.
Nowcasting and Interpreting the Australian Economy. This project aims to investigate methods for nowcasting and interpreting the Australian economy. This is determining the current state of the economy and the factors contributing to it.
This project expects to generate new knowledge on how unconventional, new, data sources and innovative methods can be used to in nowcasting and how the Australian economy can be modelled.
The expected outcomes include timely new indicators of the state of the ec ....Nowcasting and Interpreting the Australian Economy. This project aims to investigate methods for nowcasting and interpreting the Australian economy. This is determining the current state of the economy and the factors contributing to it.
This project expects to generate new knowledge on how unconventional, new, data sources and innovative methods can be used to in nowcasting and how the Australian economy can be modelled.
The expected outcomes include timely new indicators of the state of the economy, and the factors contributing to it. This should provide significant benefits through informing the conduct of Australian macroeconomic policy, as the appropriate policy response depends not only on knowing the current state of the economy but understanding the economic factors underlying it.
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The great divergence, long-run growth and unified theories of economic growth. This project investigates why income has been close to subsistence levels for most of human history, and in particular, the factors that were responsible for take-off in Europe two centuries ago and then later in other countries. It is expected that both major and minor technological innovations have played a critical role in take-off.
Econometric model building and estimation. This project aims to tackle issues in econometric model building and estimation under cross sectional dependence, heterogeneity and nonlinearity. This project will seek to establish flexible econometric models associated with estimation methods and user-friendly computational techniques to try to solve real world problems. The research outcomes are expected to be useful to empirical researchers in evaluating and improving model building and forecasting ....Econometric model building and estimation. This project aims to tackle issues in econometric model building and estimation under cross sectional dependence, heterogeneity and nonlinearity. This project will seek to establish flexible econometric models associated with estimation methods and user-friendly computational techniques to try to solve real world problems. The research outcomes are expected to be useful to empirical researchers in evaluating and improving model building and forecasting from better models in climatology, demography, economics, environment, finance, machine learning and neural networks.Read moreRead less
Estimation of the continuous piecewise linear model and macroeconomic applications. Relationships between economic variables are often characterised by non-linearities. This project develops a method to analyse a type of non-linearity that is frequently encountered in economics and uses this method to study four specific applications concerning the dynamics of inflation, growth, and the exchange rate.
The Integrated Bio-economy Project and the Controlled Biosphere. This project aims to develop advanced controlled environment production systems (Controlled Biosphere) that exceed the industry standard for profitability, sustainability and climatic resilience. It will generate new knowledge and innovations in technology integration through a highly multi-disciplinary approach. The project outcomes will yield Techno-Economic and Life-Cycle Analyses, designs of the Controlled Biosphere and support ....The Integrated Bio-economy Project and the Controlled Biosphere. This project aims to develop advanced controlled environment production systems (Controlled Biosphere) that exceed the industry standard for profitability, sustainability and climatic resilience. It will generate new knowledge and innovations in technology integration through a highly multi-disciplinary approach. The project outcomes will yield Techno-Economic and Life-Cycle Analyses, designs of the Controlled Biosphere and supporting policy frameworks. The benefits of this project address worsening resource constraints (e.g. available fresh water, arable land, nutrients); By 2050 we will require 70% more food, and 80% greenhouse gas emissions reductions, to maintain economic, social, political and climate security.Read moreRead less