When caring ends: Understanding and supporting informal care trajectories. This project aims to advance understandings of how, why, when, and for whom caring ends, including the socio-cultural and relational factors that shape experiences before, during, and after caring. Using an innovative, multi-method sociological approach, and foregrounding carers’ voices, this project expects to generate new knowledge on the meaning and experience of care and caring. This project is significant in bringing ....When caring ends: Understanding and supporting informal care trajectories. This project aims to advance understandings of how, why, when, and for whom caring ends, including the socio-cultural and relational factors that shape experiences before, during, and after caring. Using an innovative, multi-method sociological approach, and foregrounding carers’ voices, this project expects to generate new knowledge on the meaning and experience of care and caring. This project is significant in bringing together leading researchers and key carer-focused organisations, spanning service sectors and moving across care relationships, life stages and contexts. Expected outcomes include enhanced service capacity with tangible policy and practice benefits that will enable sustainable and fulfilling informal caring experiences.Read moreRead less
Immersive Technologies for Rapid Metallic Tank Inspection and Repairs. Metal tank silos house some of the most dangerous chemicals, which erode the internal structure of the tank over time. It is critical to check the integrity of the tank to prevent disasters from occurring. NDE solutions uses a rapid motion scanner (RMS) to scan the interior surface of the container while it is still full of its storage material. It is the aim of this project to use Augmented Reality, to overlay the scan provi ....Immersive Technologies for Rapid Metallic Tank Inspection and Repairs. Metal tank silos house some of the most dangerous chemicals, which erode the internal structure of the tank over time. It is critical to check the integrity of the tank to prevent disasters from occurring. NDE solutions uses a rapid motion scanner (RMS) to scan the interior surface of the container while it is still full of its storage material. It is the aim of this project to use Augmented Reality, to overlay the scan provided by the RMS, onto the worker's view of the tank, control the robot via. hand gestures, and facilitate remote training/guidance. The result will allow for inspection workers to quickly and accurately the location of critical failures, without performing the hazardous procedures of internal tank inspection. Read moreRead less
Rebuilding Life After Migration for Young Refugees and Migrants . This project aims to provide a comprehensive understanding of refugee and migrant youth settlement experiences and its impact on psychological wellbeing and the role of support services. It will focus on the policies and practices that shape the settlement experiences of refugee and migrant youth which promote their psychological wellbeing. The study will provide settlement sectors and service providers with crucial new knowledge ....Rebuilding Life After Migration for Young Refugees and Migrants . This project aims to provide a comprehensive understanding of refugee and migrant youth settlement experiences and its impact on psychological wellbeing and the role of support services. It will focus on the policies and practices that shape the settlement experiences of refugee and migrant youth which promote their psychological wellbeing. The study will provide settlement sectors and service providers with crucial new knowledge of how settlement policies and practices can foster refugee and migrant psychological wellbeing. Outcomes of this project will include the development of research-based guides to good policy and practice in settlement services to improve psychological wellbeing outcomes for immigrant communities.Read moreRead less
A safety-preserving ecosystem for autonomous driving. In this project, Macquarie University will collaborate with UTS and SilverQuest to develop an innovative safety-preserving ecosystem for autonomous driving. This system will not only be adopted by SilverQuest’s customers (automotive companies) to secure their latest autonomous driving models, but also be commercialised as a toolset that can be plugged into existing autonomous vehicles to detect and prevent malicious attacks on autonomous driv ....A safety-preserving ecosystem for autonomous driving. In this project, Macquarie University will collaborate with UTS and SilverQuest to develop an innovative safety-preserving ecosystem for autonomous driving. This system will not only be adopted by SilverQuest’s customers (automotive companies) to secure their latest autonomous driving models, but also be commercialised as a toolset that can be plugged into existing autonomous vehicles to detect and prevent malicious attacks on autonomous driving models. The project will lead to two innovations: in theory design an attack detection and prevention ecosystem for autonomous driving and in application implement a safety analysis toolset for industry-scale autonomous systems.Read moreRead less
A community based social identity approach to loneliness. Loneliness across Australia is a deep concern. Social prescribing is a novel community-based approach to managing loneliness, however it is unclear when and in what circumstances it is effective. This project aims to test a social identity approach to loneliness, incorporating longitudinal, cross-sectional, and experimental methods to understand how best to engage isolated people in group programs. The expected benefits of this project ar ....A community based social identity approach to loneliness. Loneliness across Australia is a deep concern. Social prescribing is a novel community-based approach to managing loneliness, however it is unclear when and in what circumstances it is effective. This project aims to test a social identity approach to loneliness, incorporating longitudinal, cross-sectional, and experimental methods to understand how best to engage isolated people in group programs. The expected benefits of this project are to produce a validated social prescribing model that can be implemented in multiple settings across Australia in order to reduce loneliness, strengthen communities, and guide more appropriate uses of health services.Read moreRead less
Improving Indigenous health and wellbeing over the family life course. Improving Indigenous health and wellbeing over the family life course. This project aims to reduce Indigenous health inequalities, a major social and economic problem, by improving the policy relevant evidence base on the determinants of Indigenous health and wellbeing. This project will compare the impact of the family life course on the health and wellbeing of Indigenous and non-Indigenous mothers and children. It will use ....Improving Indigenous health and wellbeing over the family life course. Improving Indigenous health and wellbeing over the family life course. This project aims to reduce Indigenous health inequalities, a major social and economic problem, by improving the policy relevant evidence base on the determinants of Indigenous health and wellbeing. This project will compare the impact of the family life course on the health and wellbeing of Indigenous and non-Indigenous mothers and children. It will use survey data that follows them over time to: 1) identify family structures that enhance or harm health and wellbeing, and; 2) track changes in health and wellbeing before, during and after family transitions (i.e. births, relationship changes). Anticipated results are better targeted policy interventions to reduce Indigenous health inequalities.Read moreRead less
Transfer Learning for Genome Analysis and Personalised Recommendation. This project aims to improve the accuracy, adaptability, and comprehensiveness of health characteristic predictions and provide personalised recommendations for healthcare service and disease prevention. The deliverables include uncertainty learning and multi-source transfer learning methodologies for predictions based on genome analysis that distils and transfers useful knowledge from multiple sources into an Australian geno ....Transfer Learning for Genome Analysis and Personalised Recommendation. This project aims to improve the accuracy, adaptability, and comprehensiveness of health characteristic predictions and provide personalised recommendations for healthcare service and disease prevention. The deliverables include uncertainty learning and multi-source transfer learning methodologies for predictions based on genome analysis that distils and transfers useful knowledge from multiple sources into an Australian genome analysis model. A federated cross-domain recommender system will be developed to profile individuals and generate personalised recommendations. The outcomes are expected to create a paradigm shift in learning-based prediction and personalised recommendations to support healthcare services in complex environments. Read moreRead less
Living with Urban Heat: Becoming Climate-Ready in Social Housing . This project aims to address liveability in rapidly warming cities by focusing on the role that social practice plays in complementing technical and infrastructural cooling solutions. This project expects to generate new knowledge about equitable heat adaptive practices. It does so by working with culturally diverse social housing residents using an innovative blend of participatory action research and transition design. Expected ....Living with Urban Heat: Becoming Climate-Ready in Social Housing . This project aims to address liveability in rapidly warming cities by focusing on the role that social practice plays in complementing technical and infrastructural cooling solutions. This project expects to generate new knowledge about equitable heat adaptive practices. It does so by working with culturally diverse social housing residents using an innovative blend of participatory action research and transition design. Expected outcomes of this project include practical, low-cost cooling strategies that can be implemented now, along with increased social input into planning for the hotter urban future. This should provide significant benefits, such as enhanced civic capacity to generate society-wide climate readiness. Read moreRead less
Online relationship therapy supporting those affected by substance use. This project aims to evaluate the effectiveness of an online relationship therapy program for those experiencing relationship dysfunction and where one or both partners engage in problematic substance use. In doing so, the project addresses a major service gap, specifically, the lack of online programs to support this population in developing and maintaining positive romantic relationships. The expected outcomes include redu ....Online relationship therapy supporting those affected by substance use. This project aims to evaluate the effectiveness of an online relationship therapy program for those experiencing relationship dysfunction and where one or both partners engage in problematic substance use. In doing so, the project addresses a major service gap, specifically, the lack of online programs to support this population in developing and maintaining positive romantic relationships. The expected outcomes include reduced relationship conflict, intimate partner violence, and relationship breakdown. The project's potential for wide-scale roll out will yield far-reaching benefits for Australian couples and families dealing with substance problems by enhancing relationship skills and fostering relationship stability.Read moreRead less
Designing Gender Equality into the Future of Work. This project aims to investigate how women and men understand and experience the changing nature of work and their hopes and fears for the future. This project expects to generate new knowledge about the gendered dimensions of workplace change using an innovative and engaged research design that focuses on retail and the law, two areas where women are increasingly dominant, but which are located at distinct ends of the labour market. Expected ....Designing Gender Equality into the Future of Work. This project aims to investigate how women and men understand and experience the changing nature of work and their hopes and fears for the future. This project expects to generate new knowledge about the gendered dimensions of workplace change using an innovative and engaged research design that focuses on retail and the law, two areas where women are increasingly dominant, but which are located at distinct ends of the labour market. Expected outcomes of this project include an enhanced and coordinated capacity to build gender equality into the future of work. This should provide significant benefits such as better living standards for individuals and families and improved profitability and productivity for businesses. Read moreRead less