Intergenerational Disadvantage: Causes, Pathways, and Consequences. This Project aims to prevent poor Australian children from becoming poor adults by developing scientific evidence and creative policy approaches to overcome entrenched disadvantage. The Project will generate new knowledge on how social assistance dependence is linked across generations using new Australian data. Expected outcomes are the identification of i) the causal link between parents’ and children’s social assistance depen ....Intergenerational Disadvantage: Causes, Pathways, and Consequences. This Project aims to prevent poor Australian children from becoming poor adults by developing scientific evidence and creative policy approaches to overcome entrenched disadvantage. The Project will generate new knowledge on how social assistance dependence is linked across generations using new Australian data. Expected outcomes are the identification of i) the causal link between parents’ and children’s social assistance dependence; ii) the pathways through which youths overcome disadvantage; and iii) the role of family structure in transmitting disadvantage. Transforming the evidence base, the findings will have significant benefits in redesigning the Australian social safety net, promoting social and economic mobility.Read moreRead less
The use of nudges as a local government environmental policy instrument. This project aims to design and rigorously test a range of behavioural nudges to improve the environmental behaviour of residents in the ACT, with a focus on adoption of low carbon technologies and the use of public transport. In partnership with the ACT Government, the proposal leverages recent research on cognitive biases to develop novel interventions and evaluate their effects via randomised controlled trials. Expected ....The use of nudges as a local government environmental policy instrument. This project aims to design and rigorously test a range of behavioural nudges to improve the environmental behaviour of residents in the ACT, with a focus on adoption of low carbon technologies and the use of public transport. In partnership with the ACT Government, the proposal leverages recent research on cognitive biases to develop novel interventions and evaluate their effects via randomised controlled trials. Expected outcomes include new concepts for citizen-government interactions; advanced knowledge in public policy and behavioural economics; a new statistical programming tool; new methods to optimise policy and practice; and positive environmental and economic impacts for local governments and individuals.Read moreRead less
Australian Seasonal Workers Programme and well-being impacts in Timor-Leste. This research aims to investigate the impacts of Australia’s Seasonal Workers Programme and South Korea’s Employment Permit System on the well-being of migrant workers and their families in Timor-Leste (East Timor). The contribution of this research to scholarship would be the creation of a sound method to measure the impact of temporary labour migration on well-being across various aspects of life that can be used by r ....Australian Seasonal Workers Programme and well-being impacts in Timor-Leste. This research aims to investigate the impacts of Australia’s Seasonal Workers Programme and South Korea’s Employment Permit System on the well-being of migrant workers and their families in Timor-Leste (East Timor). The contribution of this research to scholarship would be the creation of a sound method to measure the impact of temporary labour migration on well-being across various aspects of life that can be used by researchers in Timor-Leste and elsewhere to evaluate the development impacts of such migration schemes. The data will inform evidence-based policies to improve temporary labour migration schemes, meet urgent development priorities in Timor-Leste, and maximise the benefits of Australian aid funded labour migration schemes.Read moreRead less
Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research ....Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research will include new data privacy models, new privacy-preserving data mining algorithms, and a prototype of cloud data mining software. These will help businesses cut costs for data mining and privacy protection, and provide significant benefits toward helping Australia achieve its national cyber security strategy and potentially provide economic impact from commercialisation of new software technology for the industry partner.Read moreRead less
The impact of income support design on the outcomes of children and youth. This project aims to assess how children from low-income families are affected by welfare policy design in Australia – specifically, by policy intended to influence welfare payment receipt and workforce participation of their parent(s). Causal impacts of policy design on children will be identified and evaluated using unique administrative and survey data, and treating recent welfare reforms in Australia as natural experi ....The impact of income support design on the outcomes of children and youth. This project aims to assess how children from low-income families are affected by welfare policy design in Australia – specifically, by policy intended to influence welfare payment receipt and workforce participation of their parent(s). Causal impacts of policy design on children will be identified and evaluated using unique administrative and survey data, and treating recent welfare reforms in Australia as natural experiments.. This will be the first comprehensive Australian analysis of intergenerational impacts of welfare policy design.Read moreRead less
Financial decision making in late adulthood. The project aims to examine links between cognitive changes and financial decision-making in late adulthood and also to assess the preparedness of the elderly to combat financial risks due to age-related cognitive decline. Further, it intends to examine how age, education, wealth, health, and other environmental factors influence transfer of financial decision-making responsibilities to spouses or others. It is expected that the research will provide ....Financial decision making in late adulthood. The project aims to examine links between cognitive changes and financial decision-making in late adulthood and also to assess the preparedness of the elderly to combat financial risks due to age-related cognitive decline. Further, it intends to examine how age, education, wealth, health, and other environmental factors influence transfer of financial decision-making responsibilities to spouses or others. It is expected that the research will provide a greater understanding of how cognitive functioning and other factors affect older adults’ financial capacity and willingness to delegate decision-making responsibilities. This understanding could be used to inform policy initiatives to protect elderly individuals and their family members from the risk of financial mismanagement.Read moreRead less
Estimating the impact of fiscal stimulus on household expenditure. The tax bonus payments of the $42 billion Nation Building and Jobs Plan were among the largest fiscal policy packages in the developed world. This project applies a new methodology to estimate the short-term impact of this cash handout on consumer spending, allowing better modelling of the Australian economy.
Cohort discovery and activity mining for policy impact prediction. Cohort discovery and activity mining for policy impact prediction. This project aims to develop an intelligent systematic framework to predict policy impacts on Australian patients, by discovering inherent patient cohorts and assessing the impact of the policies on these cohorts. The proposed methods lay the theoretical foundations for building intelligent automated tools for policy assessment. Expected outcomes are data-driven p ....Cohort discovery and activity mining for policy impact prediction. Cohort discovery and activity mining for policy impact prediction. This project aims to develop an intelligent systematic framework to predict policy impacts on Australian patients, by discovering inherent patient cohorts and assessing the impact of the policies on these cohorts. The proposed methods lay the theoretical foundations for building intelligent automated tools for policy assessment. Expected outcomes are data-driven patient group discovery, which could more precisely identify the patient cohorts most likely to benefit from a specific policy; and a model to predict the efficacy of policy options, which could increase the sustainability of the national health system by enabling smarter, more efficient policy decision-making.Read moreRead less
The Dynamics of Low Income, Welfare reliance, and Changes in the Family Stucture of Parents with Dependent children. We build a new seven-year longitudinal database, from FaCS administrative records and supplementary surveys, for low income parents with dependent children to analyse the dynamics of, and interrationships among, changes in family structure, income and welfare reliance. We identify and analyse exit and entry routes from low income, short and long run welfare receipt and movement fr ....The Dynamics of Low Income, Welfare reliance, and Changes in the Family Stucture of Parents with Dependent children. We build a new seven-year longitudinal database, from FaCS administrative records and supplementary surveys, for low income parents with dependent children to analyse the dynamics of, and interrationships among, changes in family structure, income and welfare reliance. We identify and analyse exit and entry routes from low income, short and long run welfare receipt and movement from one program to another, and highlight locational/regional variations in these movements. The project will help policy makers evaluate the impacts of existing programs and will change the nature and significance of Australian research and policy development in welfare dependency and support.Read moreRead less
The evolution of Australian enterprises, 1990 to 2007 : An empirical analysis of the relationship between turbulence among firms, productivity, growth and exports. This project will examine determinants and effects of enterprise entry and exit on growth, export and productivity in Australian industry using innovative panel enterprise data sets which have been collated and linked from existing ABS surveys, administrative data and accounting data. Currently, there is only one short longitudinal en ....The evolution of Australian enterprises, 1990 to 2007 : An empirical analysis of the relationship between turbulence among firms, productivity, growth and exports. This project will examine determinants and effects of enterprise entry and exit on growth, export and productivity in Australian industry using innovative panel enterprise data sets which have been collated and linked from existing ABS surveys, administrative data and accounting data. Currently, there is only one short longitudinal enterprise data set in Australia. Further data sets are required if policy makers are to understand patterns and causes of growth and business survival in Australia. Understanding provided from these studies should significantly improve our undertanding of how businesses perform.Read moreRead less