Exploring processes of change in parenting interventions for high-risk parents. This study will identify the timing and triggers of change in parents as they participate over 18 months in an intensive therapeutic parenting program. The findings will inform planners and service providers about the most effective features of such programs to facilitate change in parents at risk of abuse and neglect of their children.
Intelligent CRM through Conjoint Data Mining of Heterogeneous Sources. This project aims to investigate and develop techniques to improve customer relationship management (CRM) for public and private organisations. It aims to develop an intelligent framework to assist in adaptive marketing and management of customers. The framework is designed to manage multiple information resources for information sharing, and to synthesise knowledge through visualisation. Intended outcomes are standardised XM ....Intelligent CRM through Conjoint Data Mining of Heterogeneous Sources. This project aims to investigate and develop techniques to improve customer relationship management (CRM) for public and private organisations. It aims to develop an intelligent framework to assist in adaptive marketing and management of customers. The framework is designed to manage multiple information resources for information sharing, and to synthesise knowledge through visualisation. Intended outcomes are standardised XML profiles for the different data sets and business processes, novel techniques for conjoint mining of structured and semi-structured data, and adaptive business intelligence techniques. The results will be validated using large real-world data sets provided by the partner organisation.Read moreRead less
ARC Research Network in Enterprise Information Infrastructure. EII targets consolidated research towards the comprehensive development & establishment of advanced information infrastructures. Its prime purpose is to provide a forum for intellectual exchange by diverse yet complementary research groups, to address the fundamental research problems faced by scientific & business communities when dealing with deployment of information technology to globally distributed, and data intensive environme ....ARC Research Network in Enterprise Information Infrastructure. EII targets consolidated research towards the comprehensive development & establishment of advanced information infrastructures. Its prime purpose is to provide a forum for intellectual exchange by diverse yet complementary research groups, to address the fundamental research problems faced by scientific & business communities when dealing with deployment of information technology to globally distributed, and data intensive environments. EII will address 3 tightly coupled research themes: Ability to interoperate across existing heterogenous platforms & applications; Efficient processing of very large data sets; Technology adoption & impact. Generic results will be applicable to e-science and large business information systems installations.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
Working longer, staying healthy and keeping productive. Working longer, staying healthy and keeping productive. This project aims to develop a policy suite to respond to an older workforce. By 2060, nearly half of Australians aged 64 or older will be employed. Failure to address their health problems could threaten Australia’s economy, tax base and provision of health and care services. This collaboration between national policy portfolios (employment, social services, workplace health and socia ....Working longer, staying healthy and keeping productive. Working longer, staying healthy and keeping productive. This project aims to develop a policy suite to respond to an older workforce. By 2060, nearly half of Australians aged 64 or older will be employed. Failure to address their health problems could threaten Australia’s economy, tax base and provision of health and care services. This collaboration between national policy portfolios (employment, social services, workplace health and social equity) and expert scientists in work, health, social equality and policy process intends to reveal the diversity of older workers’ work-health dilemmas and effective ways for national policies to solve them. The policy suite will promote financial independence and meet social goals of equity and healthy ageing.Read moreRead less
Living with personal data: Australians' understandings and practices. This project aims to involve citizens and other stakeholders in generating new knowledge about Australians' practices and understandings related to their personal data and data futures. Personal digital data have possible benefits not just for the individuals from whom the data are generated, but also for society, government and the economy. Yet there are also potential harms, such as challenges to civil rights, life opportuni ....Living with personal data: Australians' understandings and practices. This project aims to involve citizens and other stakeholders in generating new knowledge about Australians' practices and understandings related to their personal data and data futures. Personal digital data have possible benefits not just for the individuals from whom the data are generated, but also for society, government and the economy. Yet there are also potential harms, such as challenges to civil rights, life opportunities and data privacy. The project intends to develop applied and theoretical insights into the nature of people’s understandings of and engagements with their data. Its findings are expected to contribute knowledge relevant to policy development and data privacy advocacy.Read moreRead less
Families at the centre: negotiating Australia's mixed market in early education and care. Despite a surge of policy reforms and Australian government investment in early childhood education and care (ECEC), little is known in Australia about how local ECEC markets function and how low-income families make decisions about the use or non-use of child care services. This project will provide evidence for policy-making and service provision that aims to encourage child care use by low-income familie ....Families at the centre: negotiating Australia's mixed market in early education and care. Despite a surge of policy reforms and Australian government investment in early childhood education and care (ECEC), little is known in Australia about how local ECEC markets function and how low-income families make decisions about the use or non-use of child care services. This project will provide evidence for policy-making and service provision that aims to encourage child care use by low-income families. The direct involvement of child care providers in the research will strengthen its relevance and impact. This research will place Australia at the forefront of international research on local child care markets, and resulting improvements in ECEC policy and services will generate substantial economic and social benefits.Read moreRead less
Improving employment outcomes for Australians with disability. This project aims to provide evidence about how to improve employment outcomes for people with disability. Nearly one in five adult Australians have a disability and just over half of these are in the labour force; a modest increase in employment rates will have significant social and economic benefits for people with disability and society. By collecting longitudinal quantitative (survey) and qualitative (interview) data at three ti ....Improving employment outcomes for Australians with disability. This project aims to provide evidence about how to improve employment outcomes for people with disability. Nearly one in five adult Australians have a disability and just over half of these are in the labour force; a modest increase in employment rates will have significant social and economic benefits for people with disability and society. By collecting longitudinal quantitative (survey) and qualitative (interview) data at three time points from over 1500 jobseekers with disability, critical information should be gained about how the characteristics of employment services, workplaces and jobseekers contribute to sustainable, meaningful employment for people with disability.Read moreRead less
Evaluating regulatory initiatives directed at audit firms to improve audit quality. This project will provide evidence as to whether recent regulatory initiatives are improving the quality of audits and provide a comparison of benefits associated with audit firm inspections under differing regulatory schemes. It will inform discussion as to whether these initiatives overcome identified problems in audit quality of listed companies.
Spatial sound control for testing multi-channel audio devices. Spatial sound control for testing multi-channel audio devices. This project aims to test Alternative Listening Devices/Personal Sound Amplification Devices (PSAPs), multi-input audio devices fast replacing hearing aids due to their affordability and easy accessibility. With more consumers choosing PSAPs, proper testing is needed to assess the devices’ safety and benefit in real-life acoustic situations. This project will test PSAPs i ....Spatial sound control for testing multi-channel audio devices. Spatial sound control for testing multi-channel audio devices. This project aims to test Alternative Listening Devices/Personal Sound Amplification Devices (PSAPs), multi-input audio devices fast replacing hearing aids due to their affordability and easy accessibility. With more consumers choosing PSAPs, proper testing is needed to assess the devices’ safety and benefit in real-life acoustic situations. This project will test PSAPs in laboratory setups that use spatial audio processing techniques to mimic realistic acoustic environments, and develop theoretical frameworks to overcome existing limitations to accurate spatial sound reproduction. This research is expected to provide innovative solutions to safeguard Australia's future hearing health.Read moreRead less