Change Detection in Causal Relationships and Measurement of Systemic Risk. Empirical measures of interconnectedness between financial institutions based on tests of Granger causality are currently used in detecting systemic risk. However, researchers need to define periods of calm and stress exogenously in order to implement these tests appropriately. This project aims to develop a new procedure to identify changes in causal relationships and the timing of these changes. The new approach has the ....Change Detection in Causal Relationships and Measurement of Systemic Risk. Empirical measures of interconnectedness between financial institutions based on tests of Granger causality are currently used in detecting systemic risk. However, researchers need to define periods of calm and stress exogenously in order to implement these tests appropriately. This project aims to develop a new procedure to identify changes in causal relationships and the timing of these changes. The new approach has the potential to be a significant improvement in the real-time identification of emerging turmoil in financial markets and provide an improved method for the detection of systemic risk. The new test procedure will be implemented using data for financial and non-financial institutions across Europe, the US and Australia.Read moreRead less
Detecting financial contagion using high frequency data. Financial crises spread extraordinarily quickly. However, existing tools for measuring this spread use relatively low frequency data. This project develops tools for measuring and detecting periods of stress and the effects of financial contagion in financial markets, using high frequency data based on recorded transaction prices.
Artificial Intelligence, Robots, and Agriculture: Social and ethical issues. This project aims to investigate the social and ethical issues raised by the use of artificial intelligence and robotics in agriculture. By combining social science research methods and philosophical analysis, the project aims to generate new knowledge in bioethics and applied ethics. Expected outcomes of this project include an account of the social and ethical issues farmers, rural communities, and consumers anticipat ....Artificial Intelligence, Robots, and Agriculture: Social and ethical issues. This project aims to investigate the social and ethical issues raised by the use of artificial intelligence and robotics in agriculture. By combining social science research methods and philosophical analysis, the project aims to generate new knowledge in bioethics and applied ethics. Expected outcomes of this project include an account of the social and ethical issues farmers, rural communities, and consumers anticipate arising from these technologies, improved understanding of these issues, and an account of how these groups would like to see these issues addressed. This should help Australia benefit from the responsible use of artificial intelligence and robotics in agriculture.Read moreRead less
Material Transfer Agreements and Open Science in the Genome Era. Research paradigms are changing rapidly in the Genome Era. Open access databases are increasingly popular and are required by public funding agencies. The role of material transfer agreements (MTAs) in this open access era is not clear. This project aims to assess the extent to which MTAs facilitate exchanges of biological materials between organisation in Australia and internationally. The project will assess whether MTAs are refl ....Material Transfer Agreements and Open Science in the Genome Era. Research paradigms are changing rapidly in the Genome Era. Open access databases are increasingly popular and are required by public funding agencies. The role of material transfer agreements (MTAs) in this open access era is not clear. This project aims to assess the extent to which MTAs facilitate exchanges of biological materials between organisation in Australia and internationally. The project will assess whether MTAs are reflecting the open data access movement or maintaining traditional closed proprietary practices. The project will make policy, ethical and legal recommendations for the development of MTAs to promote exchange of materials nationally and internationally and to facilitate the developing collaborative research culture. Read moreRead less
Genomic data sharing: issues in law, research ethics and society. This project aims to provide recommendations for best practice regulation and governance of genomic data sharing in Australia. Sharing of genomic data is essential to biomedical research and clinical practice. Scenarios will be used to map legal and quasi legal facilitators issues including barriers to sharing, and to assess their role in promoting public trust, using evidence-based processes and law reform methodology. Developin ....Genomic data sharing: issues in law, research ethics and society. This project aims to provide recommendations for best practice regulation and governance of genomic data sharing in Australia. Sharing of genomic data is essential to biomedical research and clinical practice. Scenarios will be used to map legal and quasi legal facilitators issues including barriers to sharing, and to assess their role in promoting public trust, using evidence-based processes and law reform methodology. Developing more effective and efficient regulation of genomic data sharing will promote public trust and encourage broader data sharing, facilitating scientific progress and delivery of precision medicine.Read moreRead less
The age of personalised medicine: regulatory challenges for Australia. Australia is entering an age of personalised medicine where therapies and tests will be based on individual genetic profiles. This project aims to ensure that there is a best practice regulatory and governance environment for facilitating responsible research and clinical service delivery through a process of evidence-based regulatory reform.