Regional resilience to economic shocks: Australia’s COVID Economic slowdown. This project is designed to analyse how employment outcomes in Australian regions respond to economic shocks such as that caused by COVID-19. Set within the emerging literature dealing with employment resilience, the project uses unique data (Payroll Jobs index) to measure employment resilience and understand the factors that impact diverse regional outcomes. Understanding these patterns is significant as a region's ec ....Regional resilience to economic shocks: Australia’s COVID Economic slowdown. This project is designed to analyse how employment outcomes in Australian regions respond to economic shocks such as that caused by COVID-19. Set within the emerging literature dealing with employment resilience, the project uses unique data (Payroll Jobs index) to measure employment resilience and understand the factors that impact diverse regional outcomes. Understanding these patterns is significant as a region's economic performance has the potential to impact the well being of individuals and their families, as well as the sustainability of local economies and communities. The project will result in a nuanced understanding of regional employment performance that will inform policy in both government and non-government sectors. Read moreRead less
Responsible Urban Innovation with Local Government Artificial Intelligence. Artificial intelligence (AI) is not only becoming an integral part of urban services, but also impacting and shaping the future of cities and societies. However, the current AI practice has shown that urban innovation without responsibility generates more problems than it solves. Especially, the absence of a deep understanding of the costs, benefits, risks and impacts of deploying government AI systems creates negative e ....Responsible Urban Innovation with Local Government Artificial Intelligence. Artificial intelligence (AI) is not only becoming an integral part of urban services, but also impacting and shaping the future of cities and societies. However, the current AI practice has shown that urban innovation without responsibility generates more problems than it solves. Especially, the absence of a deep understanding of the costs, benefits, risks and impacts of deploying government AI systems creates negative externalities and serious concerns in the society. This project will generate new knowledge on the most appropriate approaches for local governments to engage with AI to achieve responsible urban innovation. The project outcomes will include responsible AI adoption and implementation pathways for Australian local governments.Read moreRead less
Digital technologies and the private rental sector in Australia. This project aims to show how digital technologies are transforming the private rental sector in Australia. This project expects to generate new knowledge about the growing global reach of digital technologies aimed at private renters, landlords and property managers. The expected outcomes of this project include the production of social scientific knowledge about the potential of digital technologies to be both socially pernicious ....Digital technologies and the private rental sector in Australia. This project aims to show how digital technologies are transforming the private rental sector in Australia. This project expects to generate new knowledge about the growing global reach of digital technologies aimed at private renters, landlords and property managers. The expected outcomes of this project include the production of social scientific knowledge about the potential of digital technologies to be both socially pernicious and socially progressive. This project should provide significant benefits for Australian renters and our tenant advocacy partners who represent them, and to show how digital technologies can be used to create a better housing system.Read moreRead less
The impacts of industry restructuring. This project aims to shed light on how Australia's workforce and communities will engage with the world of work in a future shaped by new business models and disruptive technologies. Using the closure of the automotive industry as a lens into this topic, the project will provide new insights into how displaced workers find work, use services, relate to others, and reshape their futures. It sheds light on the community-wide impacts of restructuring, providin ....The impacts of industry restructuring. This project aims to shed light on how Australia's workforce and communities will engage with the world of work in a future shaped by new business models and disruptive technologies. Using the closure of the automotive industry as a lens into this topic, the project will provide new insights into how displaced workers find work, use services, relate to others, and reshape their futures. It sheds light on the community-wide impacts of restructuring, providing new perspectives on how local resources and public policies best advance the process of adjustment.Read moreRead less
Waithood: The experience of being on the social housing waiting list. This project aims to investigate the circumstances of people on the social housing waiting-list and how they manage their everyday lives while waiting for a social housing property to become available. It also aims to conduct a review of how social housing waiting list assessments are done and profile the waiting list population. Drawing on in-depth interviews, the study expects to generate new knowledge on different groups o ....Waithood: The experience of being on the social housing waiting list. This project aims to investigate the circumstances of people on the social housing waiting-list and how they manage their everyday lives while waiting for a social housing property to become available. It also aims to conduct a review of how social housing waiting list assessments are done and profile the waiting list population. Drawing on in-depth interviews, the study expects to generate new knowledge on different groups of applicants. Expected outcomes include an enhanced understanding of the impacts of being on the waiting list for extended periods. This study will provide significant benefits as the high quality evidence produced should enhance policymakers’ understandings of applicants' circumstances and lead to better outcomes.Read moreRead less
Optimising the roles of online communities in rural resilience . This research will use data from online communities to identify roles they do, and could play, in rural resilience. It uses social media analytics and spatial methodology to taxonomise and map service topics and social resilience from online communities. Governments call for rural service innovation. To date, robust evidence about online versus local services needed, is lacking. This is partly due to lack of data about diverse cons ....Optimising the roles of online communities in rural resilience . This research will use data from online communities to identify roles they do, and could play, in rural resilience. It uses social media analytics and spatial methodology to taxonomise and map service topics and social resilience from online communities. Governments call for rural service innovation. To date, robust evidence about online versus local services needed, is lacking. This is partly due to lack of data about diverse consumers' priorities and gaps. Social media could offer latent insights, but ethical methodology producing useful de-identified policy insights has been lacking. This study exemplifies applying social media data analytics at scale to address policy problems and will produce up-to-date co-designed data use guidelines.Read moreRead less
Building connections: schools as community hubs. This project aims to support school systems and planning authorities enhance engagement between schools and local communities. The key objective is to advance the cost-effective development of the infrastructure required to deliver community programs and services from school sites, in addition to education programs for school-aged students. The project expects to generate new knowledge about how best to plan, design, govern and manage facilities a ....Building connections: schools as community hubs. This project aims to support school systems and planning authorities enhance engagement between schools and local communities. The key objective is to advance the cost-effective development of the infrastructure required to deliver community programs and services from school sites, in addition to education programs for school-aged students. The project expects to generate new knowledge about how best to plan, design, govern and manage facilities and infrastructure to enable schools to operate successfully as more than a school, encouraging the development of resilient and connected communities. The outcomes are expected to include a development framework for maximising schools as community hubs.Read moreRead less
Emotions and Employee Turnover: New Methods for Complex Dynamic Systems. This project aims to vastly improve the data-analytic capabilities of social and health researchers, while increasing knowledge about emotion dynamics and their link to employee turnover. By drawing on and advancing methods from ecology and applied physics, this project plans to investigate the role that individual emotions play in employee turnover with new quantitative methods for characterising and testing causality in c ....Emotions and Employee Turnover: New Methods for Complex Dynamic Systems. This project aims to vastly improve the data-analytic capabilities of social and health researchers, while increasing knowledge about emotion dynamics and their link to employee turnover. By drawing on and advancing methods from ecology and applied physics, this project plans to investigate the role that individual emotions play in employee turnover with new quantitative methods for characterising and testing causality in complex dynamic systems. The expected outcomes include an improved capacity for researchers, managers, and policy makers to understand complex organisational, economic, and health systems. This will provide immediate societal benefits by informing the development and deployment of targeted interventions in such systems.Read moreRead less
Urban flood modelling at speed and scale. Frequent floods in urban areas cause damages comparable to extreme floods. This is likely to intensify with future urbanisation and climate change. Although Water Sensitive Urban Design (WSUD) offers sustainable urban drainage solutions, there are no models that can select an optimal WSUD system to deliver on a set urban flood mitigation target. The project aims to develop a new generation of fast urban flood models and the-first-of-its-kind WSUD plannin ....Urban flood modelling at speed and scale. Frequent floods in urban areas cause damages comparable to extreme floods. This is likely to intensify with future urbanisation and climate change. Although Water Sensitive Urban Design (WSUD) offers sustainable urban drainage solutions, there are no models that can select an optimal WSUD system to deliver on a set urban flood mitigation target. The project aims to develop a new generation of fast urban flood models and the-first-of-its-kind WSUD planning tool to support industry and governments to effectively reduce the urban flooding damages. The project outcomes are also applicable for advancing early warning systems and real-time control of floods.Read moreRead less
Predicting the value and use of urban land. This project aims to develop a comprehensive, robust and user-friendly set of modelling tools to predict land values more accurately. Accurate predictions of land values reduce state government revenue risks and improve resource management. The expected outcome of this project is the development of modelling tools which, can be used to study land use allocation, infrastructure delivery and government taxation revenue. This should provide significant be ....Predicting the value and use of urban land. This project aims to develop a comprehensive, robust and user-friendly set of modelling tools to predict land values more accurately. Accurate predictions of land values reduce state government revenue risks and improve resource management. The expected outcome of this project is the development of modelling tools which, can be used to study land use allocation, infrastructure delivery and government taxation revenue. This should provide significant benefits such as the development of new econometric theory, advanced computational methods and evidence-based guidelines for policymakers.Read moreRead less