Applying behavioural insights to the tax system in Australia. Applying behavioural insights to the tax system in Australia. This project aims to improve compliance and payment in the Australian tax system. It aims to tackle debts of individuals and businesses, the most challenging aspect of tax systems, by applying behavioural insights to design innovative payment interventions and conducting rigorous randomised controlled trials to evaluate their effects. An empirical analysis will account for ....Applying behavioural insights to the tax system in Australia. Applying behavioural insights to the tax system in Australia. This project aims to improve compliance and payment in the Australian tax system. It aims to tackle debts of individuals and businesses, the most challenging aspect of tax systems, by applying behavioural insights to design innovative payment interventions and conducting rigorous randomised controlled trials to evaluate their effects. An empirical analysis will account for heterogeneity in treatment responses, and the findings will be combined with a study of regulatory and administrative processes to support the ultimate goal of a legitimate, fair, cost-effective and responsive tax system.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
Economic impacts of disease on older workers: Costs to government and individuals and opportunities for intervention. With an ageing workforce, Australia is at risk of having an inadequate workforce to ensure economic growth and to maintain sufficient taxation revenue to support future needs.
This project will provide fill substantial gaps in the Australian evidence the health conditions that keep older workers out of the labour market and that diminish their own immediate and long-term livi ....Economic impacts of disease on older workers: Costs to government and individuals and opportunities for intervention. With an ageing workforce, Australia is at risk of having an inadequate workforce to ensure economic growth and to maintain sufficient taxation revenue to support future needs.
This project will provide fill substantial gaps in the Australian evidence the health conditions that keep older workers out of the labour market and that diminish their own immediate and long-term livings standards and reduce funds available to government. We will address one of the most significant issues resulting fundamental changes to the demography of the Australian labour market and one is regularly raised by the Prime Minister and Treasurer in their speeches following the Intergenerational Report.Read moreRead less
The Intended and Unintended Impact of Policy for Adaptive Policy Management. The project aims to advance knowledge about the intended and unintended consequences of policy on health and well-being. It expects to innovate through new methods and novel data to integrate policy evaluation into the policy cycle in a timely fashion to prevent harm from occurring. It also leverages technology to track policy effects in real time. Expected outcomes of this project include new knowledge and enhanced pol ....The Intended and Unintended Impact of Policy for Adaptive Policy Management. The project aims to advance knowledge about the intended and unintended consequences of policy on health and well-being. It expects to innovate through new methods and novel data to integrate policy evaluation into the policy cycle in a timely fashion to prevent harm from occurring. It also leverages technology to track policy effects in real time. Expected outcomes of this project include new knowledge and enhanced policy infrastructure using new methods and interdisciplinary approaches. Significant benefits include improvements to: (1) policy management by government departments; (2) the health and wellbeing of the Australians they serve; (3) our Partners' capacity to consult governments on how technology can assist policy management. Read moreRead less
Sustaining Australia's Marine Fisheries: Modelling and Managing Highly Migratory Fish Stocks of the Indian and Western and Central Pacific Oceans. The research program will enable Australia to sustainably use key marine resources by modelling and developing management strategies for tuna and billfish of the Pacific and Indian Oceans. The interdisciplinary research program will (1) develop a set of hypotheses about the critical variables and positive and negative feedbacks of highly migratory fis ....Sustaining Australia's Marine Fisheries: Modelling and Managing Highly Migratory Fish Stocks of the Indian and Western and Central Pacific Oceans. The research program will enable Australia to sustainably use key marine resources by modelling and developing management strategies for tuna and billfish of the Pacific and Indian Oceans. The interdisciplinary research program will (1) develop a set of hypotheses about the critical variables and positive and negative feedbacks of highly migratory fish stocks, (2) model the ecological and economic systems of tuna and billfish in the Pacific and Indian Oceans and (3), link the models to a framework to adaptively manage the resources in a multilateral context while ensuring their long-term sustainability.Read moreRead less
Innovative financing mechanisms for higher education. Advances in statistical modelling are used to highlight the potential to apply creatively income contingent loans for the expansion of Australian and international higher education. Alternative student loan mechanisms for income support and tuition are critically analysed, and new arrangements are proposed for equitable reforms in higher education.
Motor vehicle injuries: economic evaluation of a new treatment modality. The management of injured persons following motor vehicle accidents is a serious health issue in Australia, with over 60,000 minor injuries and 20,000 major injuries occurring annually. This project will provide a cost-effectiveness analysis of a new multidisciplinary approach to managing minor injuries by utilising data from the Accident Care Evaluation (ACE) trial of a new clinic being tested for this purpose.
Estimating the impact of fiscal stimulus on household expenditure. This project aims to measure the impact on household expenditure of unexpected government bonus payments. Precise measures of this parameter can help improve fiscal policy in Australia and overseas, whilst giving researchers a more precise understanding of how households react to unexpected increases in disposable income. This research will also make a methodological contribution, since we will be using a research methodology not ....Estimating the impact of fiscal stimulus on household expenditure. This project aims to measure the impact on household expenditure of unexpected government bonus payments. Precise measures of this parameter can help improve fiscal policy in Australia and overseas, whilst giving researchers a more precise understanding of how households react to unexpected increases in disposable income. This research will also make a methodological contribution, since we will be using a research methodology not previously implemented in Australia, which is to exploit the random timing of payments across households, combined with a unique household-level panel dataset on weekly expenditure. The project will compare results using this approach with results from other strategies, such as surveys and time series analysis.Read moreRead less
Identifying technological trajectories using machine learning algorithms. This project aims to improve our understanding of why scientific knowledge progresses in certain directions and what causes it to grow faster or slower across fields. The project will create new neural-network machine-learning algorithms to scan patent and scientific article texts (specifications and claims) for natural language concepts. The results will potentially be used by patent offices to improve their own database ....Identifying technological trajectories using machine learning algorithms. This project aims to improve our understanding of why scientific knowledge progresses in certain directions and what causes it to grow faster or slower across fields. The project will create new neural-network machine-learning algorithms to scan patent and scientific article texts (specifications and claims) for natural language concepts. The results will potentially be used by patent offices to improve their own database search, by business analytics companies to reveal new technologies and potential collaborators, and by academic economists to understand how knowledge travels and accumulates.
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Intergenerational Transmission of Dependence on Income Support: Patterns, Causation and Implications for Australian Social Policy. This project examines the consequences of growing up in an income-support family. The first stage describes the relationship between parents' and children's income-support receipt to determine whether these children are more likely to access income-support programs themselves. Stage 2 identifies the causal mechanisms through which parental income-support receipt in ....Intergenerational Transmission of Dependence on Income Support: Patterns, Causation and Implications for Australian Social Policy. This project examines the consequences of growing up in an income-support family. The first stage describes the relationship between parents' and children's income-support receipt to determine whether these children are more likely to access income-support programs themselves. Stage 2 identifies the causal mechanisms through which parental income-support receipt influences children's outcomes. Identification of these transmission mechanisms is a necessary first step in formulating policies targeted towards breaking any cycle of welfare dependence. This project is innovative in its use of survey data merged to unique administrative data that link the income-support records of some 53,000 young Australians and their parents.
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