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
Data-driven water quality treatment management decision support system. Data-driven water quality treatment management decision support system. This project aims to develop a robust decision support system to predict manganese and the character and concentration of dissolved organic matter in drinking water reservoirs, using intelligent algorithms and data collected through remote autonomous instrumentation. These predicted water quality parameters could be used as model input variables to provi ....Data-driven water quality treatment management decision support system. Data-driven water quality treatment management decision support system. This project aims to develop a robust decision support system to predict manganese and the character and concentration of dissolved organic matter in drinking water reservoirs, using intelligent algorithms and data collected through remote autonomous instrumentation. These predicted water quality parameters could be used as model input variables to provide real-time decisions for plant operators on the required treatment regime for incoming raw water, and advise them on the optimal reservoir offtake depth. This will potentially minimise treatment costs and health risks for consumers. The ultimate goal is to significantly enhance current water supply management practices.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
Multi-level analysis of human resource management systems on hospital outcomes. This project explores the relationships among human resource management systems, perceived organisational support, trust-in-management and commitment of healthcare workers. The fundamental aim is to assist hospital managers to determine where to direct their efforts to have maximum impact upon staff and hospital performance.
Mental health, job quality and workforce participation: evidence from population health research to address complex problems and conflicting policies. Mental disorders such as depression are a major cause of disability. Improving mental health can increase productivity and workforce participation. However, the psychosocial quality of work is a factor that overlays the relationship between work and health. Poor quality work (for example, unreasonable time pressure, insecurity) increases the risk ....Mental health, job quality and workforce participation: evidence from population health research to address complex problems and conflicting policies. Mental disorders such as depression are a major cause of disability. Improving mental health can increase productivity and workforce participation. However, the psychosocial quality of work is a factor that overlays the relationship between work and health. Poor quality work (for example, unreasonable time pressure, insecurity) increases the risk of poor mental health, absenteeism, and exit from the workforce. This project will analyse data following people over time to investigate the long-term health and employment consequences of poor psychosocial job quality, and consider the special case of mature age workers. It will identify those individuals at greatest risk, and factors that can buffer against the adverse effects of poor quality work.Read moreRead less
Reforming healthcare: Nurse Practitioners and workforce redesign. This unique national study investigates the progress, process and outcomes of nurse practitioner service. It brings together peak national nursing organisations and state Chief Nursing Officers and researchers who are known both nationally and internationally for innovative research into nurse practitioner service. It has widespread significance for health service providing an operational platform to implement and evaluate new rol ....Reforming healthcare: Nurse Practitioners and workforce redesign. This unique national study investigates the progress, process and outcomes of nurse practitioner service. It brings together peak national nursing organisations and state Chief Nursing Officers and researchers who are known both nationally and internationally for innovative research into nurse practitioner service. It has widespread significance for health service providing an operational platform to implement and evaluate new roles in health service delivery. It will inform health service modelling, theory building and national strategies to achieve promotion and maintenance of good health. For the first time in the history of Australian health service a new level of provider will be examined close to the point of its inception.Read moreRead less
Leadership, social identity and the dynamics of influence in intergroup relations: A new understanding of social continuity and social change. Understanding how social change occurs (or continuity prevails) and the role of leadership in this process is paramount to any social system (e.g. nation, state, organization, team). This project provides a new social psychological understanding of leadership and social change dynamics, including when more radical leaders and social relations emerge, as w ....Leadership, social identity and the dynamics of influence in intergroup relations: A new understanding of social continuity and social change. Understanding how social change occurs (or continuity prevails) and the role of leadership in this process is paramount to any social system (e.g. nation, state, organization, team). This project provides a new social psychological understanding of leadership and social change dynamics, including when more radical leaders and social relations emerge, as well as how different groups become more united around a common cause. Given ethnic, religious, social and political diversity of Australian society, these questions are fundamental to strengthening Australia's social fabric. This research also has cross-disciplinary applications, builds international collaborations, and supports emerging Australian research talent.Read moreRead less
Effective clinical handover communication: improving patient safety, experience and outcomes. Improving written and spoken communication in clinical handover will significantly reduce critical incidents in hospitals. The link between communication and critical incidents in hospitals is well documented. One third of the $2 billion p.a. direct financial costs to Australia of critical incidents, is attributed to poor communication between clinicians. National and international governments and heal ....Effective clinical handover communication: improving patient safety, experience and outcomes. Improving written and spoken communication in clinical handover will significantly reduce critical incidents in hospitals. The link between communication and critical incidents in hospitals is well documented. One third of the $2 billion p.a. direct financial costs to Australia of critical incidents, is attributed to poor communication between clinicians. National and international governments and health agencies have targeted clinical handover as critical in safe, effective health care. This project will generate new knowledge of handover to significantly improve patient safety and enable health professionals to enhance their communicative practices, thereby improving the quality of the patient journey through the hospital system.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE200100074
Funder
Australian Research Council
Funding Amount
$580,000.00
Summary
Data Co-operative Platform for Social Impact and Wellbeing. The Data Cooperative (Co-Op) Platform for Social Impact and Wellbeing aims to make data-driven research and decision-making in the social sciences more effective and efficient by developing infrastructure to support data integration and harmonisation of diverse data resources. Social research relies on a vast array of data types and sources, both open and confidential, making data analysis complex and time-consuming. This project will d ....Data Co-operative Platform for Social Impact and Wellbeing. The Data Cooperative (Co-Op) Platform for Social Impact and Wellbeing aims to make data-driven research and decision-making in the social sciences more effective and efficient by developing infrastructure to support data integration and harmonisation of diverse data resources. Social research relies on a vast array of data types and sources, both open and confidential, making data analysis complex and time-consuming. This project will drive innovation across a range of critical social issues that require integrated data for research and social innovation including healthcare, better outcomes for disadvantaged and vulnerable groups, resilient urban, rural and regional communities, and increasing our capacity to respond to climate change. Read moreRead less