Discovery Early Career Researcher Award - Grant ID: DE230101174
Funder
Australian Research Council
Funding Amount
$443,154.00
Summary
Harnessing life-course transitions to optimise time-use behaviour habits. At every stage of life, how we use our time is one of the greatest determinants of our happiness, productivity, social wellbeing and quality of life. Time-use habits, for better or worse, are entrenched in daily routines that are difficult to break. This project aims to use existing population datasets to identify when during their life people are most likely to change their time-use habits, and to describe who may be at g ....Harnessing life-course transitions to optimise time-use behaviour habits. At every stage of life, how we use our time is one of the greatest determinants of our happiness, productivity, social wellbeing and quality of life. Time-use habits, for better or worse, are entrenched in daily routines that are difficult to break. This project aims to use existing population datasets to identify when during their life people are most likely to change their time-use habits, and to describe who may be at greatest risk of making unfavourable changes (e.g., replacing physical activity with sedentary time, not getting enough sleep). Expected outcomes include new analytical methods to understand time-use routines and new knowledge to inform future time-use improvement strategies to enable Australians to live their best life.Read moreRead less
The impact of light intensity during night shifts on circadian adaptation. Each year, the sleep loss and body clock disruption caused by night work cost the Australian economy $2–3 billion in lost productivity, impaired well-being, and poor health. Current regulations limit sequences of night shifts to a maximum of four in a row. However, recent research suggests that this blanket limit may be a well-intentioned, but ill-informed, policy. As a result, we may be inadvertently increasing, rather t ....The impact of light intensity during night shifts on circadian adaptation. Each year, the sleep loss and body clock disruption caused by night work cost the Australian economy $2–3 billion in lost productivity, impaired well-being, and poor health. Current regulations limit sequences of night shifts to a maximum of four in a row. However, recent research suggests that this blanket limit may be a well-intentioned, but ill-informed, policy. As a result, we may be inadvertently increasing, rather than reducing, work-related fatigue. This project will determine whether longer sequences of night shifts may reduce sleep loss and body clock disruption in some workplaces. The project will provide the evidence base for a more nuanced approach to fatigue regulation and a safer workplace for Australian shiftworkers. Read moreRead less
Improving workplace productivity via an AI-based physical activity chatbot . This project aims to develop, train and evaluate a physical activity chatbot using artificial intelligence and machine learning to improve workplace productivity in sedentary office workers. Productivity losses, due to high numbers of physically inactive workers, cost the Australian economy $14 billion per year. The cost of effective and scalable workplace physical activity programs acts as a barrier to their implementa ....Improving workplace productivity via an AI-based physical activity chatbot . This project aims to develop, train and evaluate a physical activity chatbot using artificial intelligence and machine learning to improve workplace productivity in sedentary office workers. Productivity losses, due to high numbers of physically inactive workers, cost the Australian economy $14 billion per year. The cost of effective and scalable workplace physical activity programs acts as a barrier to their implementation. As such, innovative programs that can reach large numbers of workers at minimal cost are needed. This project aims to generate new knowledge on the use of artificial intelligence to achieve behavioural improvements and will lead to the development of a new type of behaviour change program with broad applicability.
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Things don’t always go better with Coke. This project aims to test whether soft drink use is governed partly by automatic processes (cognitive biases) that operate largely outside of conscious control. In so doing, the project expects to generate a new conceptual understanding of the mechanisms that drive the overconsumption of soft drinks. Expected outcomes include theoretical innovation, new research methodologies, and accessible cost-effective technologies for reducing excessive sugar intake ....Things don’t always go better with Coke. This project aims to test whether soft drink use is governed partly by automatic processes (cognitive biases) that operate largely outside of conscious control. In so doing, the project expects to generate a new conceptual understanding of the mechanisms that drive the overconsumption of soft drinks. Expected outcomes include theoretical innovation, new research methodologies, and accessible cost-effective technologies for reducing excessive sugar intake from soft drinks, in line with recent World Health Organization guidelines. These outcomes will contribute to combatting obesity and tooth decay.Read moreRead less
Paving the way for ultra-long haul flights: strategies to mitigate jetlag. This project aims to develop and test strategies to mitigate jetlag, founded on biophysical modelling of circadian rhythms. It sets out to quantify the speed of circadian adaptation of sleep, alertness, and metabolism after transmeridian travel and to maximise speed of adaptation via optimised timing of light exposure, food, and exercise in-flight and on-the-ground. Expected outcomes include powerful models for jetlag str ....Paving the way for ultra-long haul flights: strategies to mitigate jetlag. This project aims to develop and test strategies to mitigate jetlag, founded on biophysical modelling of circadian rhythms. It sets out to quantify the speed of circadian adaptation of sleep, alertness, and metabolism after transmeridian travel and to maximise speed of adaptation via optimised timing of light exposure, food, and exercise in-flight and on-the-ground. Expected outcomes include powerful models for jetlag strategies, ready for application in air travel. The project will directly inform Qantas’ operations for ultra-long haul flights and their international network more broadly. Project outcomes will benefit society and the economy through improving travellers’ alertness, sleep, and reducing the risk of fatigue-related accidents.Read moreRead less
Understanding the impact of nature imagery on healthy food choices. This project aims to use an interdisciplinary approach to further the understanding of factors influencing food choice in digital environments. There has been a gradual shift in consumer food choice environments from in-person to digital settings, including smartphone apps and online websites. This project expects to generate new knowledge on how background images used in digital interfaces could be exploited to promote healthy ....Understanding the impact of nature imagery on healthy food choices. This project aims to use an interdisciplinary approach to further the understanding of factors influencing food choice in digital environments. There has been a gradual shift in consumer food choice environments from in-person to digital settings, including smartphone apps and online websites. This project expects to generate new knowledge on how background images used in digital interfaces could be exploited to promote healthy food choice. This can provide important benefits to the Australian society by informing guidelines and policies for the design of digital food choice environments (e.g., online grocery shops, food delivery apps, school canteen ordering systems) and digital marketing and retail strategies.Read moreRead less
Feeling and thinking: affect, implicit social cognition and behaviour. Although affect plays a major role in human affairs, the psychological mechanisms linking affect to thinking and behaviour remain incompletely understood. This project will investigate the influence of affective states on implicit cognitive processes and subsequent social behaviours. The project aims to develop and to test an innovative information processing theory linking affect to implicit cognition, and apply new experime ....Feeling and thinking: affect, implicit social cognition and behaviour. Although affect plays a major role in human affairs, the psychological mechanisms linking affect to thinking and behaviour remain incompletely understood. This project will investigate the influence of affective states on implicit cognitive processes and subsequent social behaviours. The project aims to develop and to test an innovative information processing theory linking affect to implicit cognition, and apply new experimental methods to measure the cognitive and behavioural consequences of affect. Studies will also explore the applied consequences of affect infusion for real-life social behaviours with expected implications for health, clinical, organisational, and educational outcomes.Read moreRead less
Circadian photoreceptor sensitivity and impacts of modern lighting on sleep. Light has powerful non-visual effects, including effects on sleep. These non-visual effects are mediated by cells in the eye that are most sensitive to blue light. There are large individual differences in sensitivity to non-visual effects of light that are not understood and that would give great insight into suboptimal sleep, which has become widespread in modern society. This study will be the first systematic examin ....Circadian photoreceptor sensitivity and impacts of modern lighting on sleep. Light has powerful non-visual effects, including effects on sleep. These non-visual effects are mediated by cells in the eye that are most sensitive to blue light. There are large individual differences in sensitivity to non-visual effects of light that are not understood and that would give great insight into suboptimal sleep, which has become widespread in modern society. This study will be the first systematic examination of individual differences in the effect of blue light on sleep and will uncover how alterations in the gene responsible for the effects of blue light on sleep (OPN4) contribute to these differences. This will lead to scalable individualised solutions to the unmet problem of how modern light environments impact sleep.Read moreRead less
'Just right' job design: A new model using the Goldilocks paradigm. This proposal will generate new knowledge about designing jobs with the right amount of human movement. Prolonged sitting is now a serious work hazard that contributes to cardiovascular risk and obesity. The high incidence of these conditions in many work systems, such as rail, also presents a critical safety hazard due to threat of sudden incapacity while driving. Expected project outcomes are a ‘Just Right’ Job Design model sh ....'Just right' job design: A new model using the Goldilocks paradigm. This proposal will generate new knowledge about designing jobs with the right amount of human movement. Prolonged sitting is now a serious work hazard that contributes to cardiovascular risk and obesity. The high incidence of these conditions in many work systems, such as rail, also presents a critical safety hazard due to threat of sudden incapacity while driving. Expected project outcomes are a ‘Just Right’ Job Design model showing how tasks can be designed to enhance safety and health while maintaining productivity, and in the unlikeliest of workplaces. This will provide significant benefits for the many working Australians whose safety and health are compromised by exposure to prolonged sitting in seemingly intractable environments.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100663
Funder
Australian Research Council
Funding Amount
$440,850.00
Summary
The Real Price of Health: Experiences of Out-of-Pocket Costs in Australia. This project aims to investigate the experiences and preferences of Australian families and individuals on low, middle, and high incomes in managing the out-of-pocket costs of chronic disease. This project aspires to ensure outcomes that are relevant to the public and patients through involving people living with chronic disease in the research team. The project expects to generate a discrete choice model that describes p ....The Real Price of Health: Experiences of Out-of-Pocket Costs in Australia. This project aims to investigate the experiences and preferences of Australian families and individuals on low, middle, and high incomes in managing the out-of-pocket costs of chronic disease. This project aspires to ensure outcomes that are relevant to the public and patients through involving people living with chronic disease in the research team. The project expects to generate a discrete choice model that describes people with chronic diseases’ preferences, and the trade-offs that they are faced with when deciding how to manage out-of-pocket health costs. The evidence arising from this innovative study will be used to directly inform Australian health policy, leading to wide-ranging health and economic benefits for the whole community.Read moreRead less