Bayesian statistical models for understanding outcomes and improving decision-making for women screened for breast cancer. This project has two key benefits: (i) the development of frontier statistical methods for spatio-temporal analysis and data synthesis, which are imperative in a wide range of disciplines; and (ii) the application of these methods for improved understanding of breast cancer outcomes for women screened in Queensland. The project results will lead to direct health and financi ....Bayesian statistical models for understanding outcomes and improving decision-making for women screened for breast cancer. This project has two key benefits: (i) the development of frontier statistical methods for spatio-temporal analysis and data synthesis, which are imperative in a wide range of disciplines; and (ii) the application of these methods for improved understanding of breast cancer outcomes for women screened in Queensland. The project results will lead to direct health and financial benefits through targeted policies for increasing screening uptake and reducing cancer morbidity and mortality and therefore health spending in this area. Importantly, the project represents an excellent training opportunity to develop a PhD candidate into an experienced interdisciplinary researcher.Read moreRead less
Work life after a diagnosis of breast, prostate and colorectal cancer: Major disruption or work as usual. Each year, over 40,000 working-age individuals (as well as their families and workplaces) are affected by a diagnosis of cancer. This novel and important study will, for the first time in Australia, identify the extent and effects of loss of skilled workers from the workforce because of a diagnosis of breast, prostate or colorectal cancer and will lead to the development of new interventions ....Work life after a diagnosis of breast, prostate and colorectal cancer: Major disruption or work as usual. Each year, over 40,000 working-age individuals (as well as their families and workplaces) are affected by a diagnosis of cancer. This novel and important study will, for the first time in Australia, identify the extent and effects of loss of skilled workers from the workforce because of a diagnosis of breast, prostate or colorectal cancer and will lead to the development of new interventions that help people to recover from cancer. This project is critical to help advance health and labour policies in Australia which currently faces an ageing population, global economic unrest and rising unemployment.Read moreRead less
Survival mixture modelling with random effects in public health. This interdisciplinary research aims to develop innovative methods and deliver effective tools for analysing non-standard survival data. Significance of the work lies in its novelty and the breadth of its practical applications. Evaluation of health outcomes has important implications in cancer prevention and control, hospital strategic planning, and post-stroke care management. The unique opportunity to examine long-term predictor ....Survival mixture modelling with random effects in public health. This interdisciplinary research aims to develop innovative methods and deliver effective tools for analysing non-standard survival data. Significance of the work lies in its novelty and the breadth of its practical applications. Evaluation of health outcomes has important implications in cancer prevention and control, hospital strategic planning, and post-stroke care management. The unique opportunity to examine long-term predictors of morbidity and mortality in a well-documented Aboriginal population will enhance the understanding of existing inequities in Aboriginal health. Demographic and lifestyle information related to the outcomes is pertinent to the development of policy and health promotion appropriate to Aboriginal communities.Read moreRead less