Innovative Use of Customer Data for Business Growth. This project aims to apply and adapt the latest machine learning techniques to enable companies to utilise their existing customer data to reveal purchase motivations, product preferences, and responsiveness to marketing communications for each single customer. A widespread practice in marketing is to partition customers into broad groups, but customers expect products and services that are tailored to their individual needs. This presents ex ....Innovative Use of Customer Data for Business Growth. This project aims to apply and adapt the latest machine learning techniques to enable companies to utilise their existing customer data to reveal purchase motivations, product preferences, and responsiveness to marketing communications for each single customer. A widespread practice in marketing is to partition customers into broad groups, but customers expect products and services that are tailored to their individual needs. This presents extreme challenges due to the size and complexity of customer databases. The expected outcomes will enable Australian companies to attract and retain more customers, and make more efficient use of their marketing budget. Benefits include equipping companies to better compete domestically and globally.Read moreRead less
Understanding middle-aged women’s responses to alcohol/breast cancer risks. This project aims to identify the nature of alcohol consumption patterns by Australian women aged 45-64 in different socio-economic status groups, and how these are shaped in response to considerations of trust and future health risks. The project will focus on the known risk of alcohol for the development of breast cancer, which is particularly important given that Australian culture is saturated by alcohol use, marketi ....Understanding middle-aged women’s responses to alcohol/breast cancer risks. This project aims to identify the nature of alcohol consumption patterns by Australian women aged 45-64 in different socio-economic status groups, and how these are shaped in response to considerations of trust and future health risks. The project will focus on the known risk of alcohol for the development of breast cancer, which is particularly important given that Australian culture is saturated by alcohol use, marketing and social acceptability. This project aims to identify new strategies to transform behaviour change initiatives, which may differ by socio-economic status group. The project will be a model for national and global initiatives that seek to develop highly effective alcohol reduction messages and reduce alcohol-related harms.Read moreRead less
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
Discovery Early Career Researcher Award - Grant ID: DE190101382
Funder
Australian Research Council
Funding Amount
$325,000.00
Summary
Optimising digital mental health care: how technology is used in practice. This project aims to develop the first national consensus statement on the use of technology in mental health care in Australia. The project will examine how Australian health practitioners currently use digital therapy programs, and synthesise this data with international evidence and input from Australian government, health service, and digital health experts. This project expects to improve the implementation of digita ....Optimising digital mental health care: how technology is used in practice. This project aims to develop the first national consensus statement on the use of technology in mental health care in Australia. The project will examine how Australian health practitioners currently use digital therapy programs, and synthesise this data with international evidence and input from Australian government, health service, and digital health experts. This project expects to improve the implementation of digital therapy tools using an innovative, theory-driven approach. Expected outcomes of this project include increased and optimal implementation of digital therapy tools among mental health care providers and enhanced capacity within the Australian health system to meet the high demand for services in the community.Read moreRead less
Borderline Personality as Social Phenomena. Mental disorders attract social stigma and those diagnosed are widely misunderstood. This project aims to collect and analyse accounts of people living with Borderline Personality Disorder (BPD) - mainly women - and perspectives of social support practitioners. The intended outcome is to provide a sophisticated understanding of BPD as a social phenomenon, develop sociological evidence based on lived experiences and generate Australian digital resources ....Borderline Personality as Social Phenomena. Mental disorders attract social stigma and those diagnosed are widely misunderstood. This project aims to collect and analyse accounts of people living with Borderline Personality Disorder (BPD) - mainly women - and perspectives of social support practitioners. The intended outcome is to provide a sophisticated understanding of BPD as a social phenomenon, develop sociological evidence based on lived experiences and generate Australian digital resources including narratives of BPD, creative outputs and practitioner perspectives. The anticipated goal of this project is to inform policy and community responses addressing stigma and marginalisation, and the improvement of social support for those affected by BPD.Read moreRead less
Social practices of oral health in Australian preschool children. The aim of the study is to explore "social practices" of oral health in Australian (Aboriginal and non-Aboriginal) preschool children. We use this emerging theory to move away from focusing on individuals and individual behaviour (and blame) to identify and map social practices: actions, materials and meanings families attribute to
child’s oral health. Expected project outcomes include identifying practices promoting or underminin ....Social practices of oral health in Australian preschool children. The aim of the study is to explore "social practices" of oral health in Australian (Aboriginal and non-Aboriginal) preschool children. We use this emerging theory to move away from focusing on individuals and individual behaviour (and blame) to identify and map social practices: actions, materials and meanings families attribute to
child’s oral health. Expected project outcomes include identifying practices promoting or undermining children’s oral health that can inform upstream and downstream policy directions and practices to improve health outcomes. This offers a new approach to "wicked" problems such as oral health where extensive
effort has not reduced morbidity and cost despite rhetoric that oral health is preventable.Read moreRead less
Global dementias: Examining structural vulnerability and dementia outcomes. This project aims to examine the social and cultural dimensions of dementia by using a comparative ethnographic approach to examine the experiences of people living with dementia in Australia, Malaysia and India. The project expects to generate new anthropological knowledge about structural inequalities by examining how dementia is responded to in diverse geographic, cultural and social settings. Expected outcomes of thi ....Global dementias: Examining structural vulnerability and dementia outcomes. This project aims to examine the social and cultural dimensions of dementia by using a comparative ethnographic approach to examine the experiences of people living with dementia in Australia, Malaysia and India. The project expects to generate new anthropological knowledge about structural inequalities by examining how dementia is responded to in diverse geographic, cultural and social settings. Expected outcomes of this project include the creation of a new evidence-base on dementia and the production of briefing documents to guide global health frameworks. The project should provide significant benefits for people living with dementia by providing locally-relevant strategies to respond to dementia and resultant disability.Read moreRead less
Milk protein profiling powered by multiplexed single molecule assay. This project aims to develop a novel device, comprising advanced single molecule imaging, microfluidics and immunoassay technologies, for quantification of milk protein variants. Milk quality is central to dairying and variants of proteins in milk affect its market value. No current milk protein detection technologies are readily applied in milk production quality control. This project aims to produce a device that can be used ....Milk protein profiling powered by multiplexed single molecule assay. This project aims to develop a novel device, comprising advanced single molecule imaging, microfluidics and immunoassay technologies, for quantification of milk protein variants. Milk quality is central to dairying and variants of proteins in milk affect its market value. No current milk protein detection technologies are readily applied in milk production quality control. This project aims to produce a device that can be used by milk producers and farms to profile protein variants with high sensitivity in a single test in an hour and screen unwanted protein contamination. The platform also has great potential for detecting other complex and low content analytes. It builds on innovations in nanoparticles and recent industry collaboration.Read moreRead less
Self-assembled phases as effective and selective materials for analysis. This project aims to develop a suite of self-assembled amphiphilic molecules to form distinctive materials for analytical chemistry. The cost-effective, easy to prepare, selective and environmentally benign materials will be for non-volatile bioactive and chiral molecular targets that are commonly encountered every day or are difficult to study. The project will open a new research area and will further uplift the internati ....Self-assembled phases as effective and selective materials for analysis. This project aims to develop a suite of self-assembled amphiphilic molecules to form distinctive materials for analytical chemistry. The cost-effective, easy to prepare, selective and environmentally benign materials will be for non-volatile bioactive and chiral molecular targets that are commonly encountered every day or are difficult to study. The project will open a new research area and will further uplift the international standing of Australia in the field. The project will provide a high level of training and expertise for Australia-based chemists.Read moreRead less
Child & Adolescent Victimisation: Prevalence & Predictors in Australia. This is a study to determine the rate and predictors of child and adolescent experiences of victimisation in an Australian population based sample.
This study will address widespread concerns about the experiences of violence by Australian children. No previous population based studies have addressed this issue.
Expected outcomes are published papers in major journals, policy relevant data provided to Commonwealth and State ....Child & Adolescent Victimisation: Prevalence & Predictors in Australia. This is a study to determine the rate and predictors of child and adolescent experiences of victimisation in an Australian population based sample.
This study will address widespread concerns about the experiences of violence by Australian children. No previous population based studies have addressed this issue.
Expected outcomes are published papers in major journals, policy relevant data provided to Commonwealth and State governments as well as relevant NGOs.
The consequences of child and adolescent victimisation are substantial. This study will point to both the causes and prioritise strategies to reduce the level of violence experienced by children.
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