Estimating And Alleviating The Impacts Of Age-Related Sensory Decline
Funder
National Health and Medical Research Council
Funding Amount
$323,767.00
Summary
Sensory loss and dementia disproportionately affect older adults, often co-occur, and are the two leading contributors to disability burden among older Australians. This research will investigate the consequences that hearing and vision loss have for older adult health and wellbeing, informing strategies to reduce the disability burden of age-related sensory loss. These impacts include cognitive decline and dementia, mental health, quality of life, disability and independent living.
Clinical Review Of A Cohort Aged 22-33 Years Conceived Using Assisted Reproductive Technologies
Funder
National Health and Medical Research Council
Funding Amount
$946,454.00
Summary
In a recent study, using telephone-interviews, we compared the health and wellbeing of 547 singleton young adults born following assisted reproductive technologies (ART), with 549 matched controls. Reviewing their health when they are 22-33 years is possible because of their ongoing interest. We have a protocol in place to measure their cardiac and respiratory function and other aspects of growth and development. Our findings will fill a major knowledge gap about the longer term safety of ART.
Motor vehicle injuries: economic evaluation of a new treatment modality. The management of injured persons following motor vehicle accidents is a serious health issue in Australia, with over 60,000 minor injuries and 20,000 major injuries occurring annually. This project will provide a cost-effectiveness analysis of a new multidisciplinary approach to managing minor injuries by utilising data from the Accident Care Evaluation (ACE) trial of a new clinic being tested for this purpose.
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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Patient and nurse outcomes and the cost of nurses' turnover in Australian hospitals. An adequate supply of nurses is fundamental to all of the National Health Priority disease areas where quality care cannot be delivered without an adequate number of motivated nurses. Designing cost-effective methods of retaining nurses requires understanding reasons why they leave the workforce and the impact this has on patient care and system costs. The findings will assist policy makers and workforce planner ....Patient and nurse outcomes and the cost of nurses' turnover in Australian hospitals. An adequate supply of nurses is fundamental to all of the National Health Priority disease areas where quality care cannot be delivered without an adequate number of motivated nurses. Designing cost-effective methods of retaining nurses requires understanding reasons why they leave the workforce and the impact this has on patient care and system costs. The findings will assist policy makers and workforce planners at both local and national levels, to design strategies to effectively recruit and retain nurses as demands for health care and market competition for staff both increase.Read moreRead less
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
Mental Health Across Generations: Pre-and Post Conception Predicators Of Early Life Risks
Funder
National Health and Medical Research Council
Funding Amount
$666,231.00
Summary
In 2003, mental illnesses were among the ten leading causes of disease burden in Australia, accounting for 13% of the total burden of disease, according to the Australian Institute of Health and Welfare. Mental health problems and mental illness are among the greatest causes of disability, diminished quality of life, and reduced productivity. People affected by mental health problems often have high levels of morbidity and mortality, experiencing poorer general health and higher rates of death f ....In 2003, mental illnesses were among the ten leading causes of disease burden in Australia, accounting for 13% of the total burden of disease, according to the Australian Institute of Health and Welfare. Mental health problems and mental illness are among the greatest causes of disability, diminished quality of life, and reduced productivity. People affected by mental health problems often have high levels of morbidity and mortality, experiencing poorer general health and higher rates of death from a range of causes, including suicide. These conditions are significant in terms of prevalence and disease burden, and have far-reaching impacts for families, carers and others in the community. Mental health problems commonly cluster in families. However, few studies have previously been able to investigate the range of ways in which mental disorders may pass from one generation to another. Further, evidence suggests that influences that arise prior to conception may have major effects on early life risks such as development in utero, birth outcomes and early maternal infant bonding. Mental Health across Generations: Pre- and post-conception predictors of early life risks is a unique study that will examine antenatal maternal mental health and risk behaviours during pregnancy. The study will also examine the links between prior maternal mental health and later birth outcomes, and post natal maternal infant bonding. The risk processes to be tested will include genetic, epigenetic (changes in gene expression), physiological and psycho-social parameters.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
Sparse grid approximations and fitting using generalised combination techniques. Sparse grid techniques provide an effective tool to deal with the
computational curse of dimensionality which is a constant challenge in
modelling complex data. The proposed research is aimed at the
development and analysis of algorithms for data fitting with sparse
grids using variants of the combination technique. The outcome of the
research is a theory which will provide insights in the applicability,
limit ....Sparse grid approximations and fitting using generalised combination techniques. Sparse grid techniques provide an effective tool to deal with the
computational curse of dimensionality which is a constant challenge in
modelling complex data. The proposed research is aimed at the
development and analysis of algorithms for data fitting with sparse
grids using variants of the combination technique. The outcome of the
research is a theory which will provide insights in the applicability,
limitations and the convergence properties of the proposed
algorithms. The outcomes will be widely applicable in modelling of
large scale and complex data as is encountered in areas of
bioinformatics, physics and experimental studies of complex systems.
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Investigation and Development of Parallel Large Scale Record Linkage Techniques. Record linkage aims at matching records of the same entity (like customer or patient) in large (administrative) databases. The outcomes of the proposed research will improve current techniques in terms of efficiency, accuracy and the need for human intervention. Through experimental studies and stochastic modelling the performance of traditional and new methods for data cleaning, standardisation and linkage will be ....Investigation and Development of Parallel Large Scale Record Linkage Techniques. Record linkage aims at matching records of the same entity (like customer or patient) in large (administrative) databases. The outcomes of the proposed research will improve current techniques in terms of efficiency, accuracy and the need for human intervention. Through experimental studies and stochastic modelling the performance of traditional and new methods for data cleaning, standardisation and linkage will be assessed. The effect of the statistical dependency of attribute values will be studied. New methods using clustering for blocking large datasets, and predictive models including interaction terms will be implemented, analysed and evaluated on high-performance computers and office-based PC clusters.
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