Econometric methods for distributional policy effects. This project aims to develop new econometric methods that can measure distributional policy effects by accounting for heterogeneous policy impacts among observationally equivalent individuals. The project expects to develop quantile regression methods under a difference-in-differences framework that accommodates issues of censoring and sample selection. The outcomes of this project are expected to substantially broaden the scope of the stand ....Econometric methods for distributional policy effects. This project aims to develop new econometric methods that can measure distributional policy effects by accounting for heterogeneous policy impacts among observationally equivalent individuals. The project expects to develop quantile regression methods under a difference-in-differences framework that accommodates issues of censoring and sample selection. The outcomes of this project are expected to substantially broaden the scope of the standard mean difference-in-differences approach and have significant contributions to empirical studies in the future. The project intends to provide statistically valid inferential procedures and conduct simulation exercise and empirical studies relevant to policy evaluation for the benefit of Australia and other jurisdictions.Read moreRead less
Talent Mismatch: Evidence from Australian Administrative Tax Records. The project aims to study the skill composition of the Australian workforce. Changes in the macroeconomic and technology environments make it hard to predict skill shortage. The project expects to develop macroeconomic models quantifying skill-mismatch of university graduates, identify sources of mismatch, highlight gender and generational differences, and estimate associated costs to Australia. The expected outcomes are to he ....Talent Mismatch: Evidence from Australian Administrative Tax Records. The project aims to study the skill composition of the Australian workforce. Changes in the macroeconomic and technology environments make it hard to predict skill shortage. The project expects to develop macroeconomic models quantifying skill-mismatch of university graduates, identify sources of mismatch, highlight gender and generational differences, and estimate associated costs to Australia. The expected outcomes are to help shape policy recommendations on the funding of tertiary education in a changing economic climate. This should provide significant benefits to Australians, as policies shaping the tertiary education system affect individual income and the aggregate economy by determining labour supply and taxpayers' financial burden.Read moreRead less
Photoreversible hydrogels to study stem cell memory and fate. This project will develop materials whose stiffness can be reversibly increased and decreased by the simple application of light, and use these to build knowledge of how stem cell fate is regulated. The influence of mechanical cues on the structure and organisation of the nucleus will be determined. Expected outcomes are new synthetic and light-reversible culture materials, and fundamental insights into how forces change the nucleus t ....Photoreversible hydrogels to study stem cell memory and fate. This project will develop materials whose stiffness can be reversibly increased and decreased by the simple application of light, and use these to build knowledge of how stem cell fate is regulated. The influence of mechanical cues on the structure and organisation of the nucleus will be determined. Expected outcomes are new synthetic and light-reversible culture materials, and fundamental insights into how forces change the nucleus to alter stem cell aging and fate. The findings will provide critical information required for the future development of assays to measure cell potency and instructive biomaterials to drive stem cell expansion and tissue-regeneration and will have impact by underpinning future advances in stem cell technologies.Read moreRead less
A Biologically Responsive and Anatomically Authentic Human Nasal Model. As respiratory conditions caused by pollutants and viruses become more prevalent, human nasal models to study infection/protection mechanisms and nasal drug/vaccine delivery are increasingly important. This project aims to develop a world-first human nasal model to mimic both anatomical and biological aspects of the nasal cavity and predict the distribution and deposition of fine particles and the resultant biological respon ....A Biologically Responsive and Anatomically Authentic Human Nasal Model. As respiratory conditions caused by pollutants and viruses become more prevalent, human nasal models to study infection/protection mechanisms and nasal drug/vaccine delivery are increasingly important. This project aims to develop a world-first human nasal model to mimic both anatomical and biological aspects of the nasal cavity and predict the distribution and deposition of fine particles and the resultant biological response from the nasal mucosa. The aim is to overcome a key fabrication challenge - to 3D print an anatomically accurate nasal construct with a porous wall on which to grow and mature functional nasal tissue that lines a nasal cavity wall. The benefit would be enabling faster development of more targeted drugs and vaccines.Read moreRead less
Dual Stimulation Approach to Stem Cell Based Tissue Engineering. This Project aims to determine how human stem cells differentiate into different cell types in response to electrical and mechanical stimulation on a conductive biomaterial platform, and to use this knowledge to develop a custom built bioreactor. It expects to generate new insight into the mechanisms that control stem cell fate using innovative single cell measurements, and will deliver a bioreactor capable of using these mechanism ....Dual Stimulation Approach to Stem Cell Based Tissue Engineering. This Project aims to determine how human stem cells differentiate into different cell types in response to electrical and mechanical stimulation on a conductive biomaterial platform, and to use this knowledge to develop a custom built bioreactor. It expects to generate new insight into the mechanisms that control stem cell fate using innovative single cell measurements, and will deliver a bioreactor capable of using these mechanisms for large scale stem cell differentiation. The expected outcomes are a significant advancement in knowledge in the field of tissue engineering and more efficient methodology for patient-derived stem cell therapy. This will provide new pathways to improving stem cell therapy for tissue engineering applications.Read moreRead less
Variable Structure Complex Network Systems with Smart Grid Applications. This project aims to establish a breakthrough theory and technology to help deliver reliability and security of complex network systems, which are subject to structure changes, against faults and cyberattacks. Expected outcomes include a new theory that lays the foundation for understanding such systems, innovative algorithms and tools for their design, and a practical software platform used for ensuring reliability and sec ....Variable Structure Complex Network Systems with Smart Grid Applications. This project aims to establish a breakthrough theory and technology to help deliver reliability and security of complex network systems, which are subject to structure changes, against faults and cyberattacks. Expected outcomes include a new theory that lays the foundation for understanding such systems, innovative algorithms and tools for their design, and a practical software platform used for ensuring reliability and security of such systems. It will be applied directly to critical infrastructure such as the national power grid to help maintain lifeline resilience and achieve economic benefits. It will also provide an opportunity to train the next generation engineers in this cutting-edge technology for Australia.Read moreRead less
Transnationalism and diaspora. This study aims to incorporate diaspora, circular migration and transnational linkages into demographic concepts of population and migration. Transnationalism’s replacement of permanent movements as the dominant paradigm in migration studies raises questions for demographic measurement and the study of migration. This project will use traditional demographic data with integrated quantitative and qualitative research to analyse the diaspora–migration–development nex ....Transnationalism and diaspora. This study aims to incorporate diaspora, circular migration and transnational linkages into demographic concepts of population and migration. Transnationalism’s replacement of permanent movements as the dominant paradigm in migration studies raises questions for demographic measurement and the study of migration. This project will use traditional demographic data with integrated quantitative and qualitative research to analyse the diaspora–migration–development nexus. It will study four countries to understand the characteristics of diasporas, their international linkages and their potential for enhancing development in origin countries. This is expected to generate policy advice on how to maximise the economic potential of diaspora.Read moreRead less
Optimising disease surveillance to support decision-making. COVID-19 has demonstrated the critical role of epidemic data and analytics in guiding government response to pandemic threats, reducing disease and saving lives. The demand for epidemic analytics for response to threats of national significance will only grow. The goals of this project are to 1) determine the combination(s) of surveillance methods that provide the most useful data for epidemic analysis and 2) translate these findings in ....Optimising disease surveillance to support decision-making. COVID-19 has demonstrated the critical role of epidemic data and analytics in guiding government response to pandemic threats, reducing disease and saving lives. The demand for epidemic analytics for response to threats of national significance will only grow. The goals of this project are to 1) determine the combination(s) of surveillance methods that provide the most useful data for epidemic analysis and 2) translate these findings into the blueprint for a next-generation infectious disease surveillance system for Australia. We will use a simulation-evaluation approach, coupling methods from infectious disease modelling with those from information theory optimal design. Outcomes will enable more tailored and effective pandemic response.Read moreRead less
How do transcription factors control cell fate transitions? The aim of this project is to determine how transcription factors control cellular identity, which is relevant to many biological processes including embryogenesis, cellular reprogramming and differentiation. Innovative genomic tools will be combined with various in vitro cellular conversion systems to generate fundamental mechanistic insight into how transcription factors mediate these identity changes. The knowledge gained from this w ....How do transcription factors control cell fate transitions? The aim of this project is to determine how transcription factors control cellular identity, which is relevant to many biological processes including embryogenesis, cellular reprogramming and differentiation. Innovative genomic tools will be combined with various in vitro cellular conversion systems to generate fundamental mechanistic insight into how transcription factors mediate these identity changes. The knowledge gained from this work will allow us to answer standing fundamental questions in regards to cell fate control and the biochemistry of transcription factors, which in turn will aid in the development of novel gene regulation technologies applicable to a myriad of fields and industries.Read moreRead less
Optimising progress towards elimination of malaria. The project aims to advance mathematical knowledge by developing novel tools appropriate for modelling disease elimination. We will apply these new mathematical tools to the significant problem of malaria elimination in Vietnam. The expected outcomes are new tools for modelling disease elimination on a fine spatial resolution with heterogeneities in individual patient characteristics, calibrating models to household level data on disease transm ....Optimising progress towards elimination of malaria. The project aims to advance mathematical knowledge by developing novel tools appropriate for modelling disease elimination. We will apply these new mathematical tools to the significant problem of malaria elimination in Vietnam. The expected outcomes are new tools for modelling disease elimination on a fine spatial resolution with heterogeneities in individual patient characteristics, calibrating models to household level data on disease transmission and designing intervention strategies for maximum effect on disease transmission. The innovative combination of modelling, inference and optimisation ensures that the mathematical methods developed will be broadly applicable to modelling elimination strategies for other infectious diseases.
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