Broadening Choice and Increasing Diversity in Public Schools. Currently, most families are limited to the public school in their catchment area, meaning the area in which they can afford to live. This leads to socio-economically and ethnically homogenous schools and entrenches disadvantage, as well as denying students the crucial life lessons that flow from being part of a diverse student body. This project aims to investigate a model for allocating public school places that integrates catchment ....Broadening Choice and Increasing Diversity in Public Schools. Currently, most families are limited to the public school in their catchment area, meaning the area in which they can afford to live. This leads to socio-economically and ethnically homogenous schools and entrenches disadvantage, as well as denying students the crucial life lessons that flow from being part of a diverse student body. This project aims to investigate a model for allocating public school places that integrates catchment areas. The expected outcome would be a system that gives families a wider choice, enabling them to enrol in out-of-area schools, while ensuring that allocations remain fair, equitable and balanced, and also delivering benefits such as achieving a desired level of diversity in student populations within schoolsRead moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100168
Funder
Australian Research Council
Funding Amount
$413,847.00
Summary
Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features w ....Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features will then be used to characterise the morphological and functional changes, which provide opportunities to increase understanding of progression of diseases of individual subject. The outcome from this project will provide new insights into system biology with potential future benefits in healthcare.Read moreRead less
Testing strategy-proofness in matching markets: an experimental study. This project seeks to test and improve matching algorithms by investigating the effect of advice on strategy-proofness. Matching algorithms are used to solve allocation problems in designed markets (eg school or house allocation problems). Many of the algorithms employed are strategy-proof: participants never gain from strategising, that is, from lying about their preferences. Strategy-proofness had been seemingly validated b ....Testing strategy-proofness in matching markets: an experimental study. This project seeks to test and improve matching algorithms by investigating the effect of advice on strategy-proofness. Matching algorithms are used to solve allocation problems in designed markets (eg school or house allocation problems). Many of the algorithms employed are strategy-proof: participants never gain from strategising, that is, from lying about their preferences. Strategy-proofness had been seemingly validated by experimental research, but new evidence suggests that participants could be prone to follow wrong advice and therefore lie. In order to improve the performance of designed markets, the project proposes to further test strategy-proofness by investigating how advice can affect truth-telling in strategy-proof algorithms and whether learning can counteract or complement the effect of advice.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE160100964
Funder
Australian Research Council
Funding Amount
$371,000.00
Summary
Understanding and designing persuasion mechanisms. The objective of this project is to understand and design persuasion mechanisms. Persuasion is about conveying information, influencing beliefs and manipulating actions. Educational campaigns and media censorship regulations are examples of persuasion mechanisms. Existing techniques from the economics of persuasion only permit analysis of specific and limited settings. This project aims to apply the classical mechanism design approach in a novel ....Understanding and designing persuasion mechanisms. The objective of this project is to understand and design persuasion mechanisms. Persuasion is about conveying information, influencing beliefs and manipulating actions. Educational campaigns and media censorship regulations are examples of persuasion mechanisms. Existing techniques from the economics of persuasion only permit analysis of specific and limited settings. This project aims to apply the classical mechanism design approach in a novel way to model persuasion in rich and realistic settings, thus providing insights into real-world situations. It is anticipated that this will allow us to answer questions such as ‘Should an educational campaign target different consumers with different information?’ and ‘When should a government censor extreme media outlets?'.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100260
Funder
Australian Research Council
Funding Amount
$457,378.00
Summary
Refugee moral injury: Linking interpersonal trauma and social functioning. This project aims to understand how moral beliefs about past interpersonal traumatic experiences (e.g., torture, rape) are associated with social outcomes considered to be crucial in successful refugee resettlement. This project will investigate the causal impact of these moral beliefs on social adaptation and whether these beliefs are malleable. The project will be a better understanding of how moral beliefs can impact r ....Refugee moral injury: Linking interpersonal trauma and social functioning. This project aims to understand how moral beliefs about past interpersonal traumatic experiences (e.g., torture, rape) are associated with social outcomes considered to be crucial in successful refugee resettlement. This project will investigate the causal impact of these moral beliefs on social adaptation and whether these beliefs are malleable. The project will be a better understanding of how moral beliefs can impact refugees' abilities to navigate and engage with novel social environments. The outcomes of this project will assist service providers and policy makers to understand why some refugees are able to adapt more successfully than others and provide practical tools for improving social outcomes. Read moreRead less
The role of protein glycosylation in erythropoiesis . This project aims to understand how the sugar code of key-signalling proteins influences the development of red blood cells. This project expects to generate new fundamental knowledge in the area of stem cell signalling by innovative integration of biological and computational molecular characterisation techniques. The expected outcomes of this project include the development of novel workflows to study key regulators of cell development and ....The role of protein glycosylation in erythropoiesis . This project aims to understand how the sugar code of key-signalling proteins influences the development of red blood cells. This project expects to generate new fundamental knowledge in the area of stem cell signalling by innovative integration of biological and computational molecular characterisation techniques. The expected outcomes of this project include the development of novel workflows to study key regulators of cell development and the generation of new knowledge in stem cell signalling that will find applications in transforming stem cell therapies and associated research for future applications such as the laboratory manufacturing of red blood cells to close the availability gap for transfusion purposes.Read moreRead less
Promoting Child and Carer Wellbeing and Placement Stability in Kinship Care. Kinship care is the fastest growing out-of-home care placement in Australia, yet least supported. This project aims to implement and evaluate an attachment and trauma-based program for kinship carers, explore its suitability for cultural adaptation for Indigenous families and co-design practical resources to promote program sustainability and trauma-informed practice. This project is Australia’s first randomised trial o ....Promoting Child and Carer Wellbeing and Placement Stability in Kinship Care. Kinship care is the fastest growing out-of-home care placement in Australia, yet least supported. This project aims to implement and evaluate an attachment and trauma-based program for kinship carers, explore its suitability for cultural adaptation for Indigenous families and co-design practical resources to promote program sustainability and trauma-informed practice. This project is Australia’s first randomised trial of a tailored program for kinship carers and expects to generate vital knowledge on evidence-based support. Via implementing an innovative program for kinship carers in statutory child protection, this project should build capacity for research-based practice and benefit family wellbeing and placement outcomes in kinship care.Read moreRead less
Does emotion regulation flexibility improve functioning in refugees? This project aims identify the mechanisms by which low-intensity interventions improve functioning in refugees living in low-and-middle income countries (LMICs). Despite these interventions being implemented with thousands of refugees worldwide, many refugees fail to respond. This project will lead to significant advances in knowledge regarding how and for whom low intensity interventions work. Expected outcomes include enhance ....Does emotion regulation flexibility improve functioning in refugees? This project aims identify the mechanisms by which low-intensity interventions improve functioning in refugees living in low-and-middle income countries (LMICs). Despite these interventions being implemented with thousands of refugees worldwide, many refugees fail to respond. This project will lead to significant advances in knowledge regarding how and for whom low intensity interventions work. Expected outcomes include enhanced capacity of NGOs to deliver effective interventions to refugees living in LMICs, and to tailor their services to those who are at greatest risk of not responding. Benefits include improved functioning of refugees living in LMICs, and enhanced capacity of Australia to meet its international refugee obligations. Read moreRead less
Supporting dynamic multidimensional entrepreneurial resilience in Australia. This project aims to model entrepreneurial resilience, its formation and its influence on how creative transformation occurs, and whether ex ante adaptive capacity is in turn enhanced by having mastered crises. The project proposes a theoretical model to holistically measure resilience across the life course. Using longitudinal data for self-employed individuals in Australia the project analyses the impact of crisis and ....Supporting dynamic multidimensional entrepreneurial resilience in Australia. This project aims to model entrepreneurial resilience, its formation and its influence on how creative transformation occurs, and whether ex ante adaptive capacity is in turn enhanced by having mastered crises. The project proposes a theoretical model to holistically measure resilience across the life course. Using longitudinal data for self-employed individuals in Australia the project analyses the impact of crisis and economic policy on entrepreneur’s behaviour and SMEs entry exit decisions. The project informs policy making through employing discrete choice experiments to elicit entrepreneur’s preferences for government policy and support post crisis. Read moreRead less
Structural safety guidelines for accidental hydrogen explosion hazards . This project aims to develop structural safety guidelines to mitigate hydrogen explosion hazards which can be identified as a major safety concern due to the higher demand worldwide for sustainable energy sources with no carbon emission. The world’s growing demand for hydrogen and Australia’s National Hydrogen Strategy to develop the industry will make Australia a core player in hydrogen production creating a massive econom ....Structural safety guidelines for accidental hydrogen explosion hazards . This project aims to develop structural safety guidelines to mitigate hydrogen explosion hazards which can be identified as a major safety concern due to the higher demand worldwide for sustainable energy sources with no carbon emission. The world’s growing demand for hydrogen and Australia’s National Hydrogen Strategy to develop the industry will make Australia a core player in hydrogen production creating a massive economic opportunity. However, the high flammability and low ignition energy of hydrogen makes it vulnerable to accidental explosions. Hence, this project will address the lack of safety protocols in Australian Standards related to the handling of hydrogen by producing essential design recommendations.Read moreRead less