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Identification and inference in nonparametric models. This project will develop reliable methods for identification, estimation and inference of nonparametric models for the evaluation of economic policies on outcome variables of interest. This econometric methodology will allow a better understanding of the quantitative effects of an economic policy which will result in better informed policy decisions. The results will have applications to labour market policies, health care policies and educa ....Identification and inference in nonparametric models. This project will develop reliable methods for identification, estimation and inference of nonparametric models for the evaluation of economic policies on outcome variables of interest. This econometric methodology will allow a better understanding of the quantitative effects of an economic policy which will result in better informed policy decisions. The results will have applications to labour market policies, health care policies and education policies among others. The project will also provide national benefits in terms of building up the local stock of researchers trained in the area of identification and estimation of nonparametric models; it will further improve the international reputation that Australia has in econometric theory.Read moreRead less
Economic Reform and Australian Electoral Decision Making. Australia has undergone dramatic economic, demographic and social change in the past twenty years. This project will investigate how these changes have impacted upon elector behaviour. With compulsory voting, comprehensive census data and the Australian Election Study an uniquely detailed dataset can be constructed. This dataset and the application of ?cutting edge? statistical techniques from the fields of cohort analysis and discrete ch ....Economic Reform and Australian Electoral Decision Making. Australia has undergone dramatic economic, demographic and social change in the past twenty years. This project will investigate how these changes have impacted upon elector behaviour. With compulsory voting, comprehensive census data and the Australian Election Study an uniquely detailed dataset can be constructed. This dataset and the application of ?cutting edge? statistical techniques from the fields of cohort analysis and discrete choice modelling will allow for the untangling of various influences on voter behaviour. With compulsory voting many biases due to voter turnout issues will be avoided making this project an unbiased test, with international interest and significance, of voter behaviour.Read moreRead less
Work-related Training in Australia. The proposal will improve our understanding of the relationship between work-related training and wage formation, wage growth and inequality in Australia. It will contribute to a better-informed public debate about how to make Australia a knowledge-based economy and will ultimately improve economic policies that are relevant to skills acquisition. This has the potential to have a significant impact on the economic well-being and quality of life of many individ ....Work-related Training in Australia. The proposal will improve our understanding of the relationship between work-related training and wage formation, wage growth and inequality in Australia. It will contribute to a better-informed public debate about how to make Australia a knowledge-based economy and will ultimately improve economic policies that are relevant to skills acquisition. This has the potential to have a significant impact on the economic well-being and quality of life of many individuals and households in the economy, thereby contributing to the National Research Priorities, especially 'Strengthening Australia's Social and Economic Fabric'. Read moreRead less
A cohort analysis of the demand for meat and the impact of food scares. Australia is the largest beef exporter in the world. In 1999, there were 22.7 million beef cattle, producing 2 million tonnes with a gross value of $4.4 million. To date, Australia has been unaffected by the growing number of major health scares currently plaguing many European and South American countries. Equivalent scares in Australia would be devastating and hence research into the impact of scares on the behaviour of co ....A cohort analysis of the demand for meat and the impact of food scares. Australia is the largest beef exporter in the world. In 1999, there were 22.7 million beef cattle, producing 2 million tonnes with a gross value of $4.4 million. To date, Australia has been unaffected by the growing number of major health scares currently plaguing many European and South American countries. Equivalent scares in Australia would be devastating and hence research into the impact of scares on the behaviour of consumers is of paramount importance. It is the purpose of this research project to quantify the effects of such health/product scares on the demand for meat.
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Do New Migrants move from Bad Jobs to Good Jobs: The Dynamics of Immigrant Settlement in Australia. This research investigates the dynamics of immigrant settlement in Australia. It studies the extent to which tightening up of the selection procedure for migrants and limiting access to social security has led to improved labour market success. It analyses the extent to which different groups of migrants who come from different countries and enter under different visa categories go through a phase ....Do New Migrants move from Bad Jobs to Good Jobs: The Dynamics of Immigrant Settlement in Australia. This research investigates the dynamics of immigrant settlement in Australia. It studies the extent to which tightening up of the selection procedure for migrants and limiting access to social security has led to improved labour market success. It analyses the extent to which different groups of migrants who come from different countries and enter under different visa categories go through a phase of unemployment, followed by a ?bad job? (in terms of their previous qualifications, wage levels, satisfaction with the job, etc.) before moving into a ?good job?. The research uses modern econometric techniques on recent panel data.Read moreRead less
An Econometric Analysis of Labour Market, Health and Educational Consequences of Cannabis Use. This research will provide comprehensive empirical knowledge about the linkages between cannabis use, health, education, employment and earnings in Australia. Understanding these linkages is important because although cannabis is a commonly used drug, it is unclear how its use impacts on these important aspects of overall wellbeing and productivity. The knowledge gained from this research will contrib ....An Econometric Analysis of Labour Market, Health and Educational Consequences of Cannabis Use. This research will provide comprehensive empirical knowledge about the linkages between cannabis use, health, education, employment and earnings in Australia. Understanding these linkages is important because although cannabis is a commonly used drug, it is unclear how its use impacts on these important aspects of overall wellbeing and productivity. The knowledge gained from this research will contribute towards designing policies that encourage Australians to make choices that lead to positive pathways, so that they may achieve healthy lifetime outcomes. Productive and healthy outcomes for individuals will contribute to healthy economic outcomes for Australia.Read moreRead less
A dynamic understanding of labour market mobility of new migrants. Australia is an immigrant country. Despite this, we know little about the factors that enable some migrants to integrate quickly and successfully into the labour market, while others do not. This project will use an excellent set of longitudinal data that follow new migrants over a period of three and a half years. It will apply sophisticated panel data econometric techniques to identify the causes of their success or otherwise ....A dynamic understanding of labour market mobility of new migrants. Australia is an immigrant country. Despite this, we know little about the factors that enable some migrants to integrate quickly and successfully into the labour market, while others do not. This project will use an excellent set of longitudinal data that follow new migrants over a period of three and a half years. It will apply sophisticated panel data econometric techniques to identify the causes of their success or otherwise in the labour market. It will also examine the link between labour market success and the overall settlement experience, including satisfaction with life in Australia, of migrants.Read moreRead less
Bayesian choice modelling. Discrete choice models are important as they provide tools to help understand choice processes of decision makers. It remains a challenge to specify models with covariance structures flexible enough to capture complex patterns of cross-substitution between choices while being able to capture heterogeneity present in individual behaviour. We will develop a Bayesian approach to choice modelling that uses covariance selection to overcome these problems. This will train re ....Bayesian choice modelling. Discrete choice models are important as they provide tools to help understand choice processes of decision makers. It remains a challenge to specify models with covariance structures flexible enough to capture complex patterns of cross-substitution between choices while being able to capture heterogeneity present in individual behaviour. We will develop a Bayesian approach to choice modelling that uses covariance selection to overcome these problems. This will train researchers and raise the profile of Australia in an active research area that is important in the social sciences; substantive applications will be in health economics, but developments will also be relevant to cognate areas of biostatistics, epidemiology, and ecology.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
Modelling Decision Making Within the Household and Analysing its Welfare Implications:Methodological Advances with Policy Applications. The project examines the behavioural and welfare implications of alternative models of intra household decisions. A framework that integrates the household's earnings and expenditure decisions will be proposed and applied. The project introduces new measures of spousal power in making decisions and examines its impact on household outcomes. A satisfactory eco ....Modelling Decision Making Within the Household and Analysing its Welfare Implications:Methodological Advances with Policy Applications. The project examines the behavioural and welfare implications of alternative models of intra household decisions. A framework that integrates the household's earnings and expenditure decisions will be proposed and applied. The project introduces new measures of spousal power in making decisions and examines its impact on household outcomes. A satisfactory econometric methodology to test the conventional unitary model will be developed and applied. The usefulness of this research is underlined by examining the policy implications in areas that range from taxation in the developed country context to child health, child labour and gender bias in case of developing countries.Read moreRead less