Discovery Early Career Researcher Award - Grant ID: DE240100635
Funder
Australian Research Council
Funding Amount
$448,801.00
Summary
Understanding the development of lifestyle behaviours in early childhood. This project adopts novel statistical modelling and machine learning approaches to understand the development of lifestyle behaviours in early childhood. Despite the pivotal role of lifestyle behaviours in influencing health and quality of life, little research exists on lifestyle behaviours in early childhood. This project will establish a comprehensive understanding of lifestyle behaviours in early childhood by identifyi ....Understanding the development of lifestyle behaviours in early childhood. This project adopts novel statistical modelling and machine learning approaches to understand the development of lifestyle behaviours in early childhood. Despite the pivotal role of lifestyle behaviours in influencing health and quality of life, little research exists on lifestyle behaviours in early childhood. This project will establish a comprehensive understanding of lifestyle behaviours in early childhood by identifying key developmental time points, mechanisms of behavioural change, and children at risk of developing poor lifestyle behaviours. The project will inform strategies and policies to optimise lifestyle behaviours from the start of life and showcase the capabilities of novel methods in advancing behavioural epidemiology.Read moreRead less
What Are The Clinical Predictors And Risk Factors For Impaired Child Growth And Development? Following Up The Ha Nam Cohort From Birth To 3 Years
Funder
National Health and Medical Research Council
Funding Amount
$1,189,570.00
Summary
Stunting affects about one third of children under five in developing countries and is a measure of chronic undernutrition. This project will identify pre and postnatal risk factors for impaired child growth and development by monitoring a cohort of infants in Vietnam to three years of age, and developing a predictive algorithm for early detection of those at risk of stunting. Effective preventative measures would improve child health, and prevent a huge burden of disease.
Risks to human health and the ecosystem from feral pigs in Perth metropolitan water catchments. This project aims to investigate the potential risk feral pigs pose to public health through the dissemination of water borne pathogens within water catchment areas, and to investigate their role in the maintenance and spread of diseases of public and animal health concern in the south west of Western Australia. As well as providing a frontline approach to protecting our water supplies, this project ....Risks to human health and the ecosystem from feral pigs in Perth metropolitan water catchments. This project aims to investigate the potential risk feral pigs pose to public health through the dissemination of water borne pathogens within water catchment areas, and to investigate their role in the maintenance and spread of diseases of public and animal health concern in the south west of Western Australia. As well as providing a frontline approach to protecting our water supplies, this project will also provide valuable data on the nature and extent of the risk feral pigs pose to biodiversity conservation and the environment generally. The outcomes of this research will provide a scientific basis for the development of prioritised strategies for the control of feral pigs in Western Australia.Read moreRead less
Quantifying The Microbial Health Risks Of Expanded Alternative Water Use
Funder
National Health and Medical Research Council
Funding Amount
$305,496.00
Summary
Addressing current and future water shortages requires substitution of high quality drinking water with alternative water sources for an expanded range of purposes. However, potential adverse health effects must be avoided. This project measures health risks associated with a variety of alternative water sources and water use combinations. Project outputs will help determine appropriate requirements for water treatment and help refine guidelines to ensure that water use is safe.
Building child health through maternal wellbeing. Chronic diseases partly originate in the health & social circumstances of previous generations, during pregnancy, and in conditions during infancy and childhood. This project will draw from three community studies the researcher established to investigate how aspects of women's health affect their children's health and identify new opportunities for disease prevention.
Notifications To The Australian Health Practitioner Regulation Agency: Identifying ‘hot Spots’ Of Risk To Help Improve The Quality And Safety Of Healthcare
Funder
National Health and Medical Research Council
Funding Amount
$276,072.00
Summary
Health practitioners with performance, health or conduct concerns can present a serious risk to patients. Yet we lack reliable methods for identifying these practitioners at an early stage. Each year the Australian Health Practitioner Regulation Agency receives 1,000s of notifications about individual practitioners. We will use this data to identify “hot spots” of risk among different groups of practitioners and help target interventions to support practitioners and protect patients from harm.
Although the major risk factors for cardiovascular diseases have been known for decades, and modern-day treatment is much advanced, the importance of these diseases persists, such that they remain the number one killer in Australia. This suggests that more can be done to correctly identify those at high and moderate risk of future disease, so as to optimize advice and medical treatment. This project will use the best evidence available to develop new methods of risk prediction and prevention.
Predicting The Individual Risk Of Prostate Cancer In Australian Men
Funder
National Health and Medical Research Council
Funding Amount
$348,656.00
Summary
Prostate cancer is a major cause of disability and death in Australian men. A number of factors, particularly age and family history, influence the risk of prostate cancer but, in contrast to breast cancer, we don't know what is the risk of developing prostate cancer over a period of time for a man with a specific set of risk factors. In fact, while a number of statistical models have been developed that use a woman's risk factor profile to estimate her risk of breast cancer, none is currently a ....Prostate cancer is a major cause of disability and death in Australian men. A number of factors, particularly age and family history, influence the risk of prostate cancer but, in contrast to breast cancer, we don't know what is the risk of developing prostate cancer over a period of time for a man with a specific set of risk factors. In fact, while a number of statistical models have been developed that use a woman's risk factor profile to estimate her risk of breast cancer, none is currently available for prostate cancer. We will apply standard statistical methods to existing data from the Australian Risk Factors for Prostate Cancer study and from the Australian Institute of Health and Welfare to develop a prostate cancer risk prediction model. We will test how factor like age, detailed family history, diet, baldness status and possibly previous PSA tests and prostate biopsies predict the risk. After developing the model, we will test the accuracy of the predictions in three ways. First, using existing data from the Australian Prostate Cancer Family Study, we will see whether the number of cases in a group of men is close to the number predicted by the model (calibration). Second, to test whether the model discriminate well men who develop prostate cancer from those who do not, we will collect family trees in a sample from the Melbourne Collaborative Cohort Study. We will use these data also to estimate the optimal cut point: men above this level of risk will be considered at high risk. Third, we will apply the model to existing data from the Dutch Prostate Cancer Family Study (DPCFS) to test whether the optimal cut point identify high-risk men and to validate the model in a non-Australian population. Finally, we will prepare a computer package that health professionals will use as decision-making tool in different scenarios including individual cancer risk assessment, design of prevention trials and targeting prevention programs to high-risk men.Read moreRead less