Econometric methods for distributional policy effects. This project aims to develop new econometric methods that can measure distributional policy effects by accounting for heterogeneous policy impacts among observationally equivalent individuals. The project expects to develop quantile regression methods under a difference-in-differences framework that accommodates issues of censoring and sample selection. The outcomes of this project are expected to substantially broaden the scope of the stand ....Econometric methods for distributional policy effects. This project aims to develop new econometric methods that can measure distributional policy effects by accounting for heterogeneous policy impacts among observationally equivalent individuals. The project expects to develop quantile regression methods under a difference-in-differences framework that accommodates issues of censoring and sample selection. The outcomes of this project are expected to substantially broaden the scope of the standard mean difference-in-differences approach and have significant contributions to empirical studies in the future. The project intends to provide statistically valid inferential procedures and conduct simulation exercise and empirical studies relevant to policy evaluation for the benefit of Australia and other jurisdictions.Read moreRead less
Why poorer students are less likely to go to university: Theoretical and empirical evidence for Australia with implications for policy. This project will improve our understanding of the factors that lead to the under-representation of low income students in universities in Australia and other countries. The focus of the analysis will be the impact of a student's family and household environment and innate ability on their school performance, an essential pre-requisite for university admission, ....Why poorer students are less likely to go to university: Theoretical and empirical evidence for Australia with implications for policy. This project will improve our understanding of the factors that lead to the under-representation of low income students in universities in Australia and other countries. The focus of the analysis will be the impact of a student's family and household environment and innate ability on their school performance, an essential pre-requisite for university admission, together with the costs of university education. Identifying the relative importance of these factors in determining educational success will enable families, schools, universities and educational policy-makers to improve opportunities for high ability students from all socioeconomic backgrounds. This will in turn enhance economic growth and productivity, benefiting all Australians.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE120101588
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
The impact of aggregate and idiosyncratic shocks and uncertainties: do immigrants behave differently than the native-born? The project will examine the role of shocks/uncertainties on differences in consumption, savings and labour supply of immigrant and native-born indigenous and non-indigenous population. The results will help guide the formulation of immigration/integration policy, and facilitate the design of programs in response to shocks and financial crises.
Human Capital, Cognitive Skills and Labour Market Outcomes. As Australia competes in the ‘educational race,’ this project will generate new knowledge on the relationship between education, skill attainment and economic outcomes in Australia. The research will provide new empirical evidence on cognitive and non-cognitive skills formation over the life-cycle, and the relationship between these skills and labour market outcomes in Australia within the broader international context. The research wil ....Human Capital, Cognitive Skills and Labour Market Outcomes. As Australia competes in the ‘educational race,’ this project will generate new knowledge on the relationship between education, skill attainment and economic outcomes in Australia. The research will provide new empirical evidence on cognitive and non-cognitive skills formation over the life-cycle, and the relationship between these skills and labour market outcomes in Australia within the broader international context. The research will advance methodological techniques for the economic analysis of cognitive skills and their economic impacts. The research will inform public policy formulation relating to educational attainment, skill development, and strategies to encourage longer workforce engagement over the life-cycle.Read moreRead less
Bayesian analysis of individual decisions in health and labour economics. This project aims to exploit emerging Bayesian Markov chain Monte Carlo methods to develop new approaches to modelling economic decision making. These methods will generate insights into two current and important policy debates. This includes (i) marijuana, alcohol and tobacco use and legalisation of marijuana use; and (ii) parental leave policies, maternity leave decisions and mothers' labour market dynamics. Although p ....Bayesian analysis of individual decisions in health and labour economics. This project aims to exploit emerging Bayesian Markov chain Monte Carlo methods to develop new approaches to modelling economic decision making. These methods will generate insights into two current and important policy debates. This includes (i) marijuana, alcohol and tobacco use and legalisation of marijuana use; and (ii) parental leave policies, maternity leave decisions and mothers' labour market dynamics. Although policies play an important role in observed health and labour market behaviours, their exact effects on individuals' decisions and outcomes are often difficult to quantify due to the complex nature of the decision process. Outcomes from the project will include new evidence of changes in substance uses under different legal scenarios and provide benefits such as yielding vital evidence on labour market and health behaviour impacts to support policy makers and strengthen Australia's research capacity in Bayesian analysis.Read moreRead less
Insecure Work and the Mental Health of Workers and their Families. This project aims to explore the relationship between insecure work and mental health by applying advanced econometric methods to large survey and administrative datasets, and newly collected survey data. This project expects to provide causal policy-relevant estimates of how insecure work is affecting the wellbeing of workers and their families, and for whom the effects are most harmful. It also expects to inform on how poor men ....Insecure Work and the Mental Health of Workers and their Families. This project aims to explore the relationship between insecure work and mental health by applying advanced econometric methods to large survey and administrative datasets, and newly collected survey data. This project expects to provide causal policy-relevant estimates of how insecure work is affecting the wellbeing of workers and their families, and for whom the effects are most harmful. It also expects to inform on how poor mental health influences the types of jobs that people enter into. This should provide significant benefits, including evidence needed to improve existing workplace and employment programs, and evidence ensuring that assistance is efficiently targeted to those workers and industries with the greatest need.Read moreRead less
Living on the Margin: The Relationship between Mental Health and Work in Australia. This project will assess the relationship between Australians' mental health and their work, for example, employment status, work conditions and hours. The study is the first to exploit the detailed timing of mental health and employment transitions to identify whether poor labour market outcomes lead to poor mental health or whether the reverse is true. New Australian data will be used to understand whether the ....Living on the Margin: The Relationship between Mental Health and Work in Australia. This project will assess the relationship between Australians' mental health and their work, for example, employment status, work conditions and hours. The study is the first to exploit the detailed timing of mental health and employment transitions to identify whether poor labour market outcomes lead to poor mental health or whether the reverse is true. New Australian data will be used to understand whether the link between mental health and work adds to the economic vulnerability of families and those at risk of homelessness. The results will advance our understanding of the way that mental health affects overall economic well-being and will inform current policy initiatives to promote economic participation and good mental health.Read moreRead less
Non-cognitive skills and human capital investments: the importance of individuals' sense of control. This project investigates whether people's sense of control over their lives influences their decision to get an education, do job training, migrate, or adopt a healthy lifestyle. The results are important in helping policymakers to understand why some individuals work harder than others to ensure good outcomes for themselves.
Discovery Early Career Researcher Award - Grant ID: DE140100463
Funder
Australian Research Council
Funding Amount
$380,364.00
Summary
Exceptional upward mobility against all odds: Non-cognitive skills and early-childhood disadvantage. Children from economically disadvantaged backgrounds who exceed their parents' social achievements are pioneers. The aims of this project are to introduce this exceptional upward mobility as an alternative measure of economic success and to study its distribution and determinants. The main hypothesis is that these pioneers, apart from being intelligent, have a set of non-cognitive skills that mak ....Exceptional upward mobility against all odds: Non-cognitive skills and early-childhood disadvantage. Children from economically disadvantaged backgrounds who exceed their parents' social achievements are pioneers. The aims of this project are to introduce this exceptional upward mobility as an alternative measure of economic success and to study its distribution and determinants. The main hypothesis is that these pioneers, apart from being intelligent, have a set of non-cognitive skills that make them successful. This will be the first study to analyse these individuals and the personality-related determinants of their life trajectories. It will contribute to understand the various pathways via which non-cognitive skills affect upward mobility, and assess their malleability during childhood or adolescence.Read moreRead less
Labour market transitions and dynamics in Australia: An analysis of the Household, Income and Labour Dynamics in Australia Survey. As stated in the National Research Priorities, 'in the decade ahead, it will be vital to understand and support the drivers for workforce participation and the broader social and economic trends influencing Australian families and communities'. Improving our understanding of these drivers is the main objective of this project. Specifically, the outcomes from this pro ....Labour market transitions and dynamics in Australia: An analysis of the Household, Income and Labour Dynamics in Australia Survey. As stated in the National Research Priorities, 'in the decade ahead, it will be vital to understand and support the drivers for workforce participation and the broader social and economic trends influencing Australian families and communities'. Improving our understanding of these drivers is the main objective of this project. Specifically, the outcomes from this project will result in a richer comprehension of the interaction between the social safety net and economic participation, and especially labour force participation. This research will thus directly support the Government's welfare reform and participation agendas, and thus should feed into improved policy decision-making, especially in the areas of employment and income support.Read moreRead less