The Heart of Health Care: Advancing Emotional Well-being, Engagement and Performance in Hospitals. This research will improve our understanding of the drivers of effective health care delivery and will identify practical ways to improve the well-being, performance, retention and engagement of health care professionals and improve patient care, satisfaction and safety. In light of significant staffing shortages of health care professionals, the knowledge created will have substantial benefits in ....The Heart of Health Care: Advancing Emotional Well-being, Engagement and Performance in Hospitals. This research will improve our understanding of the drivers of effective health care delivery and will identify practical ways to improve the well-being, performance, retention and engagement of health care professionals and improve patient care, satisfaction and safety. In light of significant staffing shortages of health care professionals, the knowledge created will have substantial benefits in developing more effective models of quality care. In addition this research will enable health care professionals to build holistic, adaptable and multidisciplinary approaches to patient care in order to ensure a sustainable health care system for the future.Read moreRead less
Modelling dynamic interactive social processes. This project aims to enhance our understanding of complex social systems by developing empirically testable mathematical models for interactive, dynamic social processes. Models will be developed for such processes as the development of interpersonal and inter-organisational networks, and social influence and diffusion. They will be assessed using new and exacting evaluation techniques. The results will strengthen the mathematical foundation for ....Modelling dynamic interactive social processes. This project aims to enhance our understanding of complex social systems by developing empirically testable mathematical models for interactive, dynamic social processes. Models will be developed for such processes as the development of interpersonal and inter-organisational networks, and social influence and diffusion. They will be assessed using new and exacting evaluation techniques. The results will strengthen the mathematical foundation for modelling in the social sciences, and will have immediate application in several diverse domains, including: the structure of networks relevant to disease transmission; the social epidemiology of rural mental health; and the emergence of collective structures in organisations.Read moreRead less
Modeling cross-level interactions in complex networked social systems. The advances of this collaboration will add significantly to Australian and international capacity in the modelling of complex social systems. The outcomes will be directly translated, through these and other collaborations, into practical scientific outcomes in several significant policy areas. There is widespread demand for these modelling techniques in empirical settings. Potential applications from ongoing national collab ....Modeling cross-level interactions in complex networked social systems. The advances of this collaboration will add significantly to Australian and international capacity in the modelling of complex social systems. The outcomes will be directly translated, through these and other collaborations, into practical scientific outcomes in several significant policy areas. There is widespread demand for these modelling techniques in empirical settings. Potential applications from ongoing national collaborations include: Hepatitis C spread through sexual and needle sharing networks; labour market dynamics; mental health and social support in rural communities; defence applications; and environmental governance. A major emphasis is the training of postgraduates in the application of complex modelling techniques.Read moreRead less
Statistical models for social networks, network-based social processes and complex social systems. Our methodological advances (flexible, theoretically defensible and empirically testable quantitative models for a wide range of interactive social processes) will add significantly to national capacity in modelling complex social systems. Existing collaborations will result in practical scientific outcomes relating to: the impact of social contact and needle-sharing networks on HIV transmission; ....Statistical models for social networks, network-based social processes and complex social systems. Our methodological advances (flexible, theoretically defensible and empirically testable quantitative models for a wide range of interactive social processes) will add significantly to national capacity in modelling complex social systems. Existing collaborations will result in practical scientific outcomes relating to: the impact of social contact and needle-sharing networks on HIV transmission; the social epidemiology of mental health; health policy and local government networks; governance arrangements in environmental management; intra-organizational networks; labour market dynamics; and acculturation processes for international students. A major emphasis will be the training of a new group of quantitative social science graduates.Read moreRead less
Special Research Initiatives - Grant ID: SR0354596
Funder
Australian Research Council
Funding Amount
$20,000.00
Summary
Perception and Action in Auditory Scenes (PAAS): Neural, Behavioural, Computational and Mechanical Systems. Auditory scenes are temporal and ephemeral yet pervasively influence human life. How humans negotiate such scenes has not been solved, a fact highlighted by attempts to build machines to respond to speech, warnings etc., in real-world situations with room reverberation, different talkers, and background noise. No one discipline can solve such problems. In this network outstanding researche ....Perception and Action in Auditory Scenes (PAAS): Neural, Behavioural, Computational and Mechanical Systems. Auditory scenes are temporal and ephemeral yet pervasively influence human life. How humans negotiate such scenes has not been solved, a fact highlighted by attempts to build machines to respond to speech, warnings etc., in real-world situations with room reverberation, different talkers, and background noise. No one discipline can solve such problems. In this network outstanding researchers from physical, medical, human, and social sciences with interests in speech, music and audition will provide insights into how humans and machines localize, recognize, interpret and produce auditory events, and advance frontier technologies, e.g., automatic speech recognition, hearing prostheses, auditory monitoring/warning systems.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101107
Funder
Australian Research Council
Funding Amount
$412,744.00
Summary
Ahead of the Game: Balancing the Gaming Industry and Public Interest. This project battles the risks and embraces the benefits of digital gaming. There is a risk that one loses control of their gaming and prioritises it over other duties. This is offset by the benefits of using digital games for health. It is the first to decode and use the health data embedded in the connection between the gamer and their game persona (avatar). It does this by concurrently assessing important gamer, family, cul ....Ahead of the Game: Balancing the Gaming Industry and Public Interest. This project battles the risks and embraces the benefits of digital gaming. There is a risk that one loses control of their gaming and prioritises it over other duties. This is offset by the benefits of using digital games for health. It is the first to decode and use the health data embedded in the connection between the gamer and their game persona (avatar). It does this by concurrently assessing important gamer, family, cultural and game structure features. Findings will prompt the ethical growth of the Australian Health games industry and inform strategies to combat gaming disorder by tailoring games to users' needs. This will uniquely benefit Australians by re-directing this growing industry to better serve the public interest.Read moreRead less
Pathways to social cohesion and social change: opinion-based groups and the dynamic formation of identities. This project will update the understanding of political conflict by exploring groups based around shared opinions. It will show that groups are likely to be more successful in their political campaigns when they tie their causes to national and other positive identifies.
Harm inflation: Making sense of concept creep . This project aims to investigate our culture’s rising preoccupation with harm and clarify its causes and consequences. It will apply innovative computational tools for understanding cultural change which will create new knowledge of how concepts of harm have broadened their meanings in recent decades. It will explore societal and cultural drivers of these changes and their effects on diverse phenomena including help-seeking, over-diagnosis and pola ....Harm inflation: Making sense of concept creep . This project aims to investigate our culture’s rising preoccupation with harm and clarify its causes and consequences. It will apply innovative computational tools for understanding cultural change which will create new knowledge of how concepts of harm have broadened their meanings in recent decades. It will explore societal and cultural drivers of these changes and their effects on diverse phenomena including help-seeking, over-diagnosis and polarized moral judgment. The project will generate insight into important ongoing social changes and awareness of their positive and negative ramifications. It will provide significant benefits for our understanding of key challenges to mental health and social well-being.Read moreRead less
Predicting the diagnostic performance of individuals and organisations. Predicting the diagnostic performance of individuals and organisations. This project aims to address diagnostic error in advanced technology systems, by providing a mechanism to assess and improve individual diagnosticians’ performance. Organisations that rely on their employees’ diagnostic skills rarely assess them once the operators become qualified, so there is no basis for interventions that might prevent diagnostic erro ....Predicting the diagnostic performance of individuals and organisations. Predicting the diagnostic performance of individuals and organisations. This project aims to address diagnostic error in advanced technology systems, by providing a mechanism to assess and improve individual diagnosticians’ performance. Organisations that rely on their employees’ diagnostic skills rarely assess them once the operators become qualified, so there is no basis for interventions that might prevent diagnostic errors affecting thousands. This research tests a new method of assessing diagnostic skills based on how skilled operators respond to cues. This project will test how employees’ diagnostic skills change and whether this change corresponds to measures of organisational performance. This research is expected to provide organisations with a tool to pre-empt diagnostic errors that could minimise costs to the economy.Read moreRead less
Designing Human Resource Practices that Promote the Retention of Volunteers. This project aims to examine the effects of human resources practices on the attraction and retention of high-quality volunteers. Volunteers provide essential health and educational services to the Australian population, which makes it important for non-profit organisations to develop effective human resource practices that attract and retain the best people. However, non-profit organisations often struggle to attract a ....Designing Human Resource Practices that Promote the Retention of Volunteers. This project aims to examine the effects of human resources practices on the attraction and retention of high-quality volunteers. Volunteers provide essential health and educational services to the Australian population, which makes it important for non-profit organisations to develop effective human resource practices that attract and retain the best people. However, non-profit organisations often struggle to attract and retain a sufficient number of volunteers. This project will examine the effects of three human resource practices on the thriving and organisational attachment of volunteers using theories of motivation and retention. This knowledge is intended to help governments and non-profit organisations improve on policies and procedures to manage Australia’s volunteer workforce sustainably.Read moreRead less