Modern statistical methods for clustering community ecology data. This project will develop statistical methods and software for clustering community ecology data, and use them to analyse systematic survey and citizen science program data collected along the Great Barrier Reef. By doing so, the project will address the dearth of statistical classification techniques for high-dimensional, multi-response data with complex relationships. When the resultant clustering methods are used to construct b ....Modern statistical methods for clustering community ecology data. This project will develop statistical methods and software for clustering community ecology data, and use them to analyse systematic survey and citizen science program data collected along the Great Barrier Reef. By doing so, the project will address the dearth of statistical classification techniques for high-dimensional, multi-response data with complex relationships. When the resultant clustering methods are used to construct bioregions and characterise species’ environmental responses, they should significantly enhance evaluations of the impact of human activity and environmental change on coral diversity. Ultimately, these evaluations can underpin future decisions in the conservation and management of the Great Barrier Reef.Read moreRead less
Counter-COVID public policies and the impacts on Australian children. This project aims to identify the causal effects of counter-COVID school closures, stay-at-home mandates and government support payments on the educational and developmental outcomes of Australian children. It will establish, for the first time, a comprehensive causal evidence base on the average and distributional impacts of these policies on children across the spectrum of schooling years from preschool to secondary school c ....Counter-COVID public policies and the impacts on Australian children. This project aims to identify the causal effects of counter-COVID school closures, stay-at-home mandates and government support payments on the educational and developmental outcomes of Australian children. It will establish, for the first time, a comprehensive causal evidence base on the average and distributional impacts of these policies on children across the spectrum of schooling years from preschool to secondary school completion. This project expects to advance our understanding of child skill accumulation and the relative importance of schools, parents, peers and government intervention. Anticipated benefits include providing policy recommendations to restore student learning outcomes and reduce educational inequality in Australia.Read moreRead less
Trajectories of Wrongful Conviction and Pathways to Exoneration. This is the first national study of its kind that investigates the trajectories of wrongful convictions as systems failures by examining decisions from investigation to exoneration. Wrongful conviction is a significant social and legal problem in Australia and other nations. It costs the Australian government millions in police, court and prison services and has health and psychological consequences for exonerees and their families ....Trajectories of Wrongful Conviction and Pathways to Exoneration. This is the first national study of its kind that investigates the trajectories of wrongful convictions as systems failures by examining decisions from investigation to exoneration. Wrongful conviction is a significant social and legal problem in Australia and other nations. It costs the Australian government millions in police, court and prison services and has health and psychological consequences for exonerees and their families. Expected outcomes for this project include an early warning detection tool to identify at-risk cases and overall improved accuracy in convictions. This will provide significant benefits, for criminal justice agencies, victims and accused individuals while positioning Australia as a world leader in the field.Read moreRead less
Social, economic and health vulnerabilities in Indonesia. This project aims to study and provide ways to overcome vulnerability in Indonesia. Half the Indonesian population is still clustered around the poverty line, contributing to their vulnerability. This project will identify vulnerable groups and why they are vulnerable. Using a common framework of the life course in eight Indonesian field sites, this project will investigate whether social networks and welfare programs reduce vulnerability ....Social, economic and health vulnerabilities in Indonesia. This project aims to study and provide ways to overcome vulnerability in Indonesia. Half the Indonesian population is still clustered around the poverty line, contributing to their vulnerability. This project will identify vulnerable groups and why they are vulnerable. Using a common framework of the life course in eight Indonesian field sites, this project will investigate whether social networks and welfare programs reduce vulnerability, and pinpoint strategies for reducing vulnerabilities in the future. The project expects to show how vulnerable citizens in Indonesia can be made more secure, helping to build a more stable and prosperous region.Read moreRead less
Improving responses to sexual violence against children in Papua New Guinea. The project aims to result in improved knowledge and community acknowledgement of sexual violence against children in Papua New Guinea (PNG), and an approach that could be adapted and adopted in other low income, fragile contexts. It is a very significant project because sexual violence against children is a widespread and escalating social problem, with a very limited capacity to respond to reported incidents. Working ....Improving responses to sexual violence against children in Papua New Guinea. The project aims to result in improved knowledge and community acknowledgement of sexual violence against children in Papua New Guinea (PNG), and an approach that could be adapted and adopted in other low income, fragile contexts. It is a very significant project because sexual violence against children is a widespread and escalating social problem, with a very limited capacity to respond to reported incidents. Working closely with two specialist services to trial and assess a low-cost approach, the project is expected to result in longer-term support for child survivors and their families, and reduce further victimisation and offending. The potential benefits are multiple and far ranging, in PNG and in the Pacific region more broadly. Read moreRead less