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
Big-Picture Bioethics: policy-making and liberal democracy. We live an era of rapid growth in biotechnology generating new and difficult ethical questions that need to be tackled by bioethicists and politicians. This project goes beyond typical approaches in bioethics to explore the "big picture": how policies are generated in ethically-contentious domains. It is important to examine how the values of different stakeholders are reflected in such processes to ensure that they are in accordance wi ....Big-Picture Bioethics: policy-making and liberal democracy. We live an era of rapid growth in biotechnology generating new and difficult ethical questions that need to be tackled by bioethicists and politicians. This project goes beyond typical approaches in bioethics to explore the "big picture": how policies are generated in ethically-contentious domains. It is important to examine how the values of different stakeholders are reflected in such processes to ensure that they are in accordance with Australia's commitment to fostering a multicultural, pluralistic, democratic society. This project will produce practical recommendations for refining public consultation in healthcare policy-making through an examination of three relevant contentious case studies in Australia with comparison to Canada.Read moreRead less
Enhanced Humans, Robotics and the Future of Work. The aim of the project is to generate new and powerful understandings of the social consequences of robotics and artificial intelligence. The project aims to develop an understanding of technologically-mediated mobility processes and test their capacity to address such issues as social futures and the sorts of digital skills that Australians will require for future jobs. It plans to use social theory to explore technological scenarios and hypothe ....Enhanced Humans, Robotics and the Future of Work. The aim of the project is to generate new and powerful understandings of the social consequences of robotics and artificial intelligence. The project aims to develop an understanding of technologically-mediated mobility processes and test their capacity to address such issues as social futures and the sorts of digital skills that Australians will require for future jobs. It plans to use social theory to explore technological scenarios and hypotheses concerning possible societal futures in Australia and beyond. Project outcomes may inform social science and contribute to worldwide efforts to solve global policy problems from work and unemployment to lifestyle change.Read moreRead less