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
Building A Better Built Environment for Older Australian's Ageing-in-place. Most older Australians prefer to age in place after their retirement. This project aims to understand how the built environment as a comprehensive system supports (or hinders) their ageing-in-place given that the existing Australian built environment fails to meet older Australians' requirements for independent living. This project expects to generate new knowledge in the area of ageing-friendly communities using Bayesia ....Building A Better Built Environment for Older Australian's Ageing-in-place. Most older Australians prefer to age in place after their retirement. This project aims to understand how the built environment as a comprehensive system supports (or hinders) their ageing-in-place given that the existing Australian built environment fails to meet older Australians' requirements for independent living. This project expects to generate new knowledge in the area of ageing-friendly communities using Bayesian Network analysis and interactive design charrettes. Expected outcomes include an evidence-based Bayesian network model that determines how the built environment affects independent living in the community and design innovation and guidelines to improve the built environment design for older Australians' ageing-in-place.Read moreRead less
Beyond the resource curse: redistribution and resource-led development. The project aims to improve the sustainability of resource-led development in Australia and worldwide via a novel, multi-scalar framework, co-produced with mining/Indigenous communities that connects local development outcomes with mining global production networks (GPN). It will generate new, community co-authored and policy-engaged knowledge to better attune fiscal, industry and regional policies to tackling the local reso ....Beyond the resource curse: redistribution and resource-led development. The project aims to improve the sustainability of resource-led development in Australia and worldwide via a novel, multi-scalar framework, co-produced with mining/Indigenous communities that connects local development outcomes with mining global production networks (GPN). It will generate new, community co-authored and policy-engaged knowledge to better attune fiscal, industry and regional policies to tackling the local resource curse. Expected outcomes include co-developed GPN theory advances; new policies for sustainable mining locality development; and more engaged mining/Indigenous communities. Significant welfare savings, social coherence, environment amelioration and cultural transformation benefits are expected.Read moreRead less
Who Benefits from the Sharing Economy? Disruption in Australian Cities. Technological disruption has created new possibilities for employment and social interaction in cities, yet comes with many associated challenges for policymakers. This project aims to formulate a critical understanding of the sharing economy as a disruptive social, economic, and political process in Australian cities. The project team will apply advanced spatial analytics and theoretical approaches to three distinct facets ....Who Benefits from the Sharing Economy? Disruption in Australian Cities. Technological disruption has created new possibilities for employment and social interaction in cities, yet comes with many associated challenges for policymakers. This project aims to formulate a critical understanding of the sharing economy as a disruptive social, economic, and political process in Australian cities. The project team will apply advanced spatial analytics and theoretical approaches to three distinct facets of the sharing economy, providing new empirical evidence to explain transformative change in cities.
It applies a geographical lens to create to new knowledge regarding who benefits from the sharing economy, and how progressive regulation can enhance the outcomes of disruptive technologies.Read moreRead less
Managing environmental change through planning for transformative pathways. The project plans to bring together Chinese and Australian researchers to investigate how planning systems in the two countries can be enhanced to avoid tipping points due to urbanisation processes and environmental change. It aims to formulate transformative pathways for two case study areas, situated in peri-urban areas of a rapidly growing region in each country, which seek to link adaptation and sustainability to add ....Managing environmental change through planning for transformative pathways. The project plans to bring together Chinese and Australian researchers to investigate how planning systems in the two countries can be enhanced to avoid tipping points due to urbanisation processes and environmental change. It aims to formulate transformative pathways for two case study areas, situated in peri-urban areas of a rapidly growing region in each country, which seek to link adaptation and sustainability to address and/or avoid land use planning failures. The anticipated outcome of the project is to address environmental and social change resulting from rapid urbanisation and environmental change.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
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
Acoustics for Large Scale Biodiversity Assessment. Aims: This project will investigate using automated acoustic recording to efficiently census biodiversity assessment at a continental scale.
Significance: To generate new techniques for analysing environmental acoustic data and assessing Australian biodiversity, verified empirical estimates of biodiversity, an understanding of causes of variation in biodiversity.
Expected outcomes: methods for large-scale and accurate assessment of biodiversity ....Acoustics for Large Scale Biodiversity Assessment. Aims: This project will investigate using automated acoustic recording to efficiently census biodiversity assessment at a continental scale.
Significance: To generate new techniques for analysing environmental acoustic data and assessing Australian biodiversity, verified empirical estimates of biodiversity, an understanding of causes of variation in biodiversity.
Expected outcomes: methods for large-scale and accurate assessment of biodiversity, enhanced capacity to detect causes of variation in biodiversity, open-source software tools for analysing environmental audio data, biodiversity datasets.
Benefits: measuring and understanding biodiversity change, allowing enhanced management, conservation, and use of Australian natural resources.
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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
Measuring the Commercial Real Estate Sector in Australia. This project aims to address a significant gap in our understanding of the Australian commercial real estate sector. It will use detailed data to develop sophisticated models of the prices of commercial buildings. Expected outcomes include a suite of commercial real estate price indexes for Australia, by region and property type, and a comprehensive and transparent examination of the methods used to construct them. This will shed light on ....Measuring the Commercial Real Estate Sector in Australia. This project aims to address a significant gap in our understanding of the Australian commercial real estate sector. It will use detailed data to develop sophisticated models of the prices of commercial buildings. Expected outcomes include a suite of commercial real estate price indexes for Australia, by region and property type, and a comprehensive and transparent examination of the methods used to construct them. This will shed light on a hitherto poorly measured sector and provide significant benefits by better informing market participants, guiding statistical agencies in developing such measures and better-enabling policymakers, banks, superfunds and macroprudential authorities to understand the risk profile of the sector.Read moreRead less