Econometric model building and estimation. This project aims to tackle issues in econometric model building and estimation under cross sectional dependence, heterogeneity and nonlinearity. This project will seek to establish flexible econometric models associated with estimation methods and user-friendly computational techniques to try to solve real world problems. The research outcomes are expected to be useful to empirical researchers in evaluating and improving model building and forecasting ....Econometric model building and estimation. This project aims to tackle issues in econometric model building and estimation under cross sectional dependence, heterogeneity and nonlinearity. This project will seek to establish flexible econometric models associated with estimation methods and user-friendly computational techniques to try to solve real world problems. The research outcomes are expected to be useful to empirical researchers in evaluating and improving model building and forecasting from better models in climatology, demography, economics, environment, finance, machine learning and neural networks.Read moreRead less
Non- and Semi-Parametric Panel Data Econometrics: Theory and Applications. This project proposes to tackle several very important and difficult issues in modelling general climatological, economic and financial panel data that involve possible trending components. This project seeks to establish some general asymptotic theory for model estimation and specification technologies that are suited to such general nonlinear panel data that may be stochastically non-stationary and endogenous. The resea ....Non- and Semi-Parametric Panel Data Econometrics: Theory and Applications. This project proposes to tackle several very important and difficult issues in modelling general climatological, economic and financial panel data that involve possible trending components. This project seeks to establish some general asymptotic theory for model estimation and specification technologies that are suited to such general nonlinear panel data that may be stochastically non-stationary and endogenous. The research outcomes of this project are expected to be applicable in evaluating and improving empirical model building and forecasting from better models in climatology, economics and finance with possible endogeneity and nonlinearity and non-stationarity.Read moreRead less
Job retention and advancement of disadvantaged job-seekers. This project will use empirical methods to help determine what is necessary for job retainment and career advancement of disadvantaged jobseekers. Job retainment and advancement are essential to prolonged workforce participation and the development of human capital of disadvantaged jobseekers re-entering the workforce. Understanding and supporting the drivers of workforce participation is identified as a National Research Priority. Ther ....Job retention and advancement of disadvantaged job-seekers. This project will use empirical methods to help determine what is necessary for job retainment and career advancement of disadvantaged jobseekers. Job retainment and advancement are essential to prolonged workforce participation and the development of human capital of disadvantaged jobseekers re-entering the workforce. Understanding and supporting the drivers of workforce participation is identified as a National Research Priority. Therefore, the project findings will be of considerable importance to employment policy development in Australia to help ensure that future policy developments improve the human capital of disadvantaged entrants to the labour market and alleviate longer-term poverty and social exclusion. Read moreRead less
Private Health Insurance and Utilisation of Health Care in Australia. The breakdown of activity between the Australian public and private health sectors is currently subject to considerable scrutiny. The combination of a comprehensive public system with minimal co-payments, but considerable waiting times for some treatment, and a private system with minimal waiting but sizeable co-payments has interesting economic implications for both consumer and provider behaviour. This research project will ....Private Health Insurance and Utilisation of Health Care in Australia. The breakdown of activity between the Australian public and private health sectors is currently subject to considerable scrutiny. The combination of a comprehensive public system with minimal co-payments, but considerable waiting times for some treatment, and a private system with minimal waiting but sizeable co-payments has interesting economic implications for both consumer and provider behaviour. This research project will explore the relationship between insurance status and utilisation of health care in Australia. Because insurance reduces the out-of-pocket price for consumers, they tend to purchase more care than they would without insurance.Read moreRead less
Measuring Hospital Performance: Outputs, Quality of Care, Competition and Efficiency. Hospitals are a critical component of the health infrastructure. An understanding of the performance of hospitals is important in shaping an overall health care strategy. Unfortunately, assessing hospital performance has been fraught with difficulties. A major obstacle is in defining and measuring the outputs and quality of hospitals. Collaborating with the Victorian Department of Human Services, and using t ....Measuring Hospital Performance: Outputs, Quality of Care, Competition and Efficiency. Hospitals are a critical component of the health infrastructure. An understanding of the performance of hospitals is important in shaping an overall health care strategy. Unfortunately, assessing hospital performance has been fraught with difficulties. A major obstacle is in defining and measuring the outputs and quality of hospitals. Collaborating with the Victorian Department of Human Services, and using the Department's VAED datasets, we aim to develop a framework within which unobservable quality dimensions can be estimated, so that hospital output and quality can be accounted for. The framework will be useful for addressing pertinent health policy issues, including hospital funding, specialisation, and competition issues.Read moreRead less
The Medicare Safety Net and its effect on efficiency, equity and welfare. This project aims to measure the welfare implications of social health insurance reforms. It will use the introduction of the Extended Medicare Safety Net to examine the effect of social insurance reforms on the efficiency and equity of Australia's health care system. The project expects to produce evidence on the partial and aggregate effects of the Medicare Safety Net and knowledge on the relationship between social insu ....The Medicare Safety Net and its effect on efficiency, equity and welfare. This project aims to measure the welfare implications of social health insurance reforms. It will use the introduction of the Extended Medicare Safety Net to examine the effect of social insurance reforms on the efficiency and equity of Australia's health care system. The project expects to produce evidence on the partial and aggregate effects of the Medicare Safety Net and knowledge on the relationship between social insurance and health system performance. In doing so, the research seeks to help policy makers to improve the design of social health insurance programmes to make the system more sustainable and equitable.Read moreRead less
The Demand for Older Workers: Technology, Skill and Employment Opportunities. "Productive ageing" policies are central to Australia's strategies for the governance of population ageing. But little is known about the determinants of firms' demand for older workers. By uncovering the impact that technological change has on firms' hiring and training decisions, this study will critically complement our understanding of older workers' constrained employment opportunities. In so doing it seeks to inf ....The Demand for Older Workers: Technology, Skill and Employment Opportunities. "Productive ageing" policies are central to Australia's strategies for the governance of population ageing. But little is known about the determinants of firms' demand for older workers. By uncovering the impact that technological change has on firms' hiring and training decisions, this study will critically complement our understanding of older workers' constrained employment opportunities. In so doing it seeks to inform the long-term policy debate on how best to adjust our economy to the current major demographic and technological development. Its outcomes will be of interest and use to policy makers, industry, advocacy groups, unions and the wider community.
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Distributional Consequences of Mass-Market Higher Education in Business. Increased access to tertiary education has not been evaluated for its effects on the full spectrum of individuals served by the tertiary sector. Using longitudinal data on entire student populations at university business faculties, this project will provide the first Australian evidence on the trade-offs amongst the educational success of students with different levels of preparation that occur when those with poorer prep ....Distributional Consequences of Mass-Market Higher Education in Business. Increased access to tertiary education has not been evaluated for its effects on the full spectrum of individuals served by the tertiary sector. Using longitudinal data on entire student populations at university business faculties, this project will provide the first Australian evidence on the trade-offs amongst the educational success of students with different levels of preparation that occur when those with poorer preparation are added to classrooms. Short-term performance and medium-term attrition, a recent educational policy focus, will be evaluated. Theoretically grounded recommendations will result for undergraduate program design to suit a student population with varying levels of university preparation.Read moreRead less
Understanding the Labour Market for Professional Nurses: An Economic Analysis of Skill Shortages, Nurse Retention and Turnover. There is currently a worldwide shortage of nurses. This shortage is particularly acute in a number of publicly dominated health care systems including the Australian, British and Canadian systems. Given that nurses are a key input in the production of health care and therefore health, the need to address this issue by increasing the number of school-leavers entering the ....Understanding the Labour Market for Professional Nurses: An Economic Analysis of Skill Shortages, Nurse Retention and Turnover. There is currently a worldwide shortage of nurses. This shortage is particularly acute in a number of publicly dominated health care systems including the Australian, British and Canadian systems. Given that nurses are a key input in the production of health care and therefore health, the need to address this issue by increasing the number of school-leavers entering the profession and/or improving the retention of training nurses is of paramount importance. This project will use high quality cross-sectional and longitudinal data on nurses to provide a detailed investigation of the retention and turnover behaviour of nurses and inform the policy debate.Read moreRead less
An econometric analysis of the impact of education on health in developing countries. This project will provide empirical knowledge on whether education affects health over the life course in developing countries. This research will aid the design of more cost effective strategies aiming to reduce poverty and promote economic development, which will ultimately lead to a more prosperous and safe region and world.