Examining the impact of remand and the utility of bail risk assessments. Australia has experienced soaring incarceration rates, driven by the pre-trial detention of unsentenced people pending trial, not by rising crime rates. The decision to remand a person into custody pending trial has implications for public safety and individual rights. Although the impact of remand has gained increasing importance given adverse coronial findings, no studies have examined the mental health and justice impact ....Examining the impact of remand and the utility of bail risk assessments. Australia has experienced soaring incarceration rates, driven by the pre-trial detention of unsentenced people pending trial, not by rising crime rates. The decision to remand a person into custody pending trial has implications for public safety and individual rights. Although the impact of remand has gained increasing importance given adverse coronial findings, no studies have examined the mental health and justice impacts of remand. This project seeks to examine the effect of remand on future crime, justice outcomes, and mental health outcomes. This project will also examine the factors associated with bail decisions and develop mathematical models designed to accurately forecast bail release outcomes and reduce demographic disparities. Read moreRead less
A new quality of life instrument with older people for economic evaluation. This project aims to develop and validate a new preference-based quality-of-life instrument with applications in aged-care. The new instrument will be developed with older people receiving aged care services, and will focus upon incorporating their values into the measurement and valuation of quality of life for economic evaluation. The new instrument will have immediate applications in quality assessment and economic ev ....A new quality of life instrument with older people for economic evaluation. This project aims to develop and validate a new preference-based quality-of-life instrument with applications in aged-care. The new instrument will be developed with older people receiving aged care services, and will focus upon incorporating their values into the measurement and valuation of quality of life for economic evaluation. The new instrument will have immediate applications in quality assessment and economic evaluation, improving the quality of life and wellbeing of older Australians, and will assist in determining the relative cost effectiveness of new and existing services.
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Predictive analytics from at home telemonitoring of vital signs. Predictive analytics from at home telemonitoring of vital signs. This project aims to reduce unscheduled admissions to hospital, by developing statistical models of people’s health using longitudinal measurements of vital signs and questionnaires. Hospital costs are becoming unsustainable and will overwhelm state budgets within thirty years. Telehealth monitoring to manage chronic disease is becoming increasingly routine internatio ....Predictive analytics from at home telemonitoring of vital signs. Predictive analytics from at home telemonitoring of vital signs. This project aims to reduce unscheduled admissions to hospital, by developing statistical models of people’s health using longitudinal measurements of vital signs and questionnaires. Hospital costs are becoming unsustainable and will overwhelm state budgets within thirty years. Telehealth monitoring to manage chronic disease is becoming increasingly routine internationally and should reduce unnecessary hospital admissions and health service costs. To scale up telehealth services nationally, automated means of assessing changes in an individual health status are needed. This project’s automated risk assessment models are expected to identify exacerbations and orchestrate an optimal response from health services to reduce unscheduled admissions to hospital.Read moreRead less
Equitable funding for health care: integrating social outcomes. This project will develop an innovative method for decision makers to achieve more equitable allocation of scarce health care resources. Health programs and treatments affect not just health (survival & health related quality of life) but also broader aspects of well-being (e.g. dignity, autonomy, safety). Our current methods for evaluating value for money in health do not capture these aspects. The project will provide benefit by a ....Equitable funding for health care: integrating social outcomes. This project will develop an innovative method for decision makers to achieve more equitable allocation of scarce health care resources. Health programs and treatments affect not just health (survival & health related quality of life) but also broader aspects of well-being (e.g. dignity, autonomy, safety). Our current methods for evaluating value for money in health do not capture these aspects. The project will provide benefit by allowing health system decision makers to achieve fairer allocation of resources across diverse health conditions, interventions and patient populations. Expected outcomes include a new tool for assessing interventions and measuring population health incorporating both health and social outcomes. Read moreRead less
View and shape invariant modeling of human actions for smart surveillance. This project aims to enable surveillance cameras to interpret videos and detect unexpected activity in real time. Existing surveillance cameras are unable to interpret videos. Because most are not monitored in real time, they play no role in improving security response time. The project plans to develop algorithms to detect actions from any camera viewpoint in continuous videos, a capability that is imperative for smart s ....View and shape invariant modeling of human actions for smart surveillance. This project aims to enable surveillance cameras to interpret videos and detect unexpected activity in real time. Existing surveillance cameras are unable to interpret videos. Because most are not monitored in real time, they play no role in improving security response time. The project plans to develop algorithms to detect actions from any camera viewpoint in continuous videos, a capability that is imperative for smart surveillance yet missing in current techniques. This would improve security and safety response time to events that need immediate attention, such as crimes and medical emergencies, and offer autonomous aids to elderly care, smart homes, child minding, patient monitoring and post-trauma rehabilitation.Read moreRead less
The impact of adding nursing support workers (assistants in nursing) to patient, nurse and system (ward) level outcomes. This project will identify the impact of adding nursing support workers on outcomes for patients (morbidity, mortality, quality of emotional care); staff (job satisfaction, intention to remain in the job); and the work environment (time spent in patient care, relationships with medical staff, staff experiences, leadership and support of workers).
Improving productivity: theory and application to Australian hospitals. This project aims to improve existing methods for analysing productivity and efficiency of organisations. The new methods will be applied to Australian hospitals, to analyse their productivity and efficiency, identify the best-practices and their determinants and recommend improvements and necessary reforms. The high level of healthcare costs in Australia, about 5 percent of gross domestic product, as well as their rapid and ....Improving productivity: theory and application to Australian hospitals. This project aims to improve existing methods for analysing productivity and efficiency of organisations. The new methods will be applied to Australian hospitals, to analyse their productivity and efficiency, identify the best-practices and their determinants and recommend improvements and necessary reforms. The high level of healthcare costs in Australia, about 5 percent of gross domestic product, as well as their rapid and accelerating growth, imply that application of methods developed through this project may save billions of dollars and, more importantly, thousands of lives. An expected outcome of this project will be superior theoretical and practical methods for analysing productivity and efficiency of economic systems, to enhance understanding of the potential for improvements and of the necessary reforms.Read moreRead less
The Intended and Unintended Impact of Policy for Adaptive Policy Management. The project aims to advance knowledge about the intended and unintended consequences of policy on health and well-being. It expects to innovate through new methods and novel data to integrate policy evaluation into the policy cycle in a timely fashion to prevent harm from occurring. It also leverages technology to track policy effects in real time. Expected outcomes of this project include new knowledge and enhanced pol ....The Intended and Unintended Impact of Policy for Adaptive Policy Management. The project aims to advance knowledge about the intended and unintended consequences of policy on health and well-being. It expects to innovate through new methods and novel data to integrate policy evaluation into the policy cycle in a timely fashion to prevent harm from occurring. It also leverages technology to track policy effects in real time. Expected outcomes of this project include new knowledge and enhanced policy infrastructure using new methods and interdisciplinary approaches. Significant benefits include improvements to: (1) policy management by government departments; (2) the health and wellbeing of the Australians they serve; (3) our Partners' capacity to consult governments on how technology can assist policy management. Read moreRead less
Developing Robust Small Area Population Forecasts for Planning and Policy. This project aims to create more robust, detailed, and accurate small area population forecasts, and implement them in a sophisticated forecasting system for one jurisdiction in Australia, USA, UK and Canada. The project is significant as it expects to generate a suite of new and innovative methods, theory, and population forecasts that will be useful to researchers and planners both in Australia and overseas. Expected ou ....Developing Robust Small Area Population Forecasts for Planning and Policy. This project aims to create more robust, detailed, and accurate small area population forecasts, and implement them in a sophisticated forecasting system for one jurisdiction in Australia, USA, UK and Canada. The project is significant as it expects to generate a suite of new and innovative methods, theory, and population forecasts that will be useful to researchers and planners both in Australia and overseas. Expected outcomes include new forecasting methods, associated computer code, many open-access academic papers, and new international collaborations. More detailed and reliable population forecasts will bring substantial benefits to those planning our future infrastructure requirements (e.g. schools, hospitals, housing and transport).
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Developing useable markers of mental health deterioration. The project aims to improve risk management in mental health. Risk management in mental health is currently hampered because there is no nationally agreed set of markers of deterioration. One strand of the project aims to improve safety procedures by identifying the bases of decisions about adverse outcomes (i.e. symptom deterioration) and testing this knowledge to understand and predict other adverse events (e.g. non-suicidal self-injur ....Developing useable markers of mental health deterioration. The project aims to improve risk management in mental health. Risk management in mental health is currently hampered because there is no nationally agreed set of markers of deterioration. One strand of the project aims to improve safety procedures by identifying the bases of decisions about adverse outcomes (i.e. symptom deterioration) and testing this knowledge to understand and predict other adverse events (e.g. non-suicidal self-injury). A second strand aims to improve prediction of clinical deterioration and non-suicidal self-injury. By identifying ways to inform and implement decisions about risk management, the project intends to lay a foundation for the development of a nationally agreed set of markers for mental health deterioration to be used in occupational safety and health processes.Read moreRead less