Whether social media literacy mitigates effects of social media in adolescents. This project aims to determine protective and risk factors for problems associated with social media use in early adolescents. In particular, it aims to determine the protective role of social media literacy (the skill to analyse, critique and evaluate social media posts). Although most Australian adolescents use social media, frequent social media engagement and photo-based activities can cause body dissatisfaction, ....Whether social media literacy mitigates effects of social media in adolescents. This project aims to determine protective and risk factors for problems associated with social media use in early adolescents. In particular, it aims to determine the protective role of social media literacy (the skill to analyse, critique and evaluate social media posts). Although most Australian adolescents use social media, frequent social media engagement and photo-based activities can cause body dissatisfaction, disordered eating and compromised well-being. Findings supporting a protective role for social media literacy are expected to inform policy to improve adolescent well-being and pave the way for school-based social media literacy interventions.Read moreRead less
Improving young people's online safety when talking about suicide. This project aims to improve the safety and quality of online communication about suicide by young people. Suicide is the leading cause of death among young Australians and rates continue to rise. One commonly cited explanation for this is the way in which young people use social media to communicate about suicide. This project will directly address this by testing the impact of a set of evidence-informed guidelines and campaign ....Improving young people's online safety when talking about suicide. This project aims to improve the safety and quality of online communication about suicide by young people. Suicide is the leading cause of death among young Australians and rates continue to rise. One commonly cited explanation for this is the way in which young people use social media to communicate about suicide. This project will directly address this by testing the impact of a set of evidence-informed guidelines and campaign materials that target young people’s capacity to communicate about suicide safely on social media. Expected outcomes of this project include increased online safety for young people. This study also has national and international significance for the social media industry and the safe governance of their platforms. Read moreRead less
The impact of female sex hormones on neurodevelopment. This project aims to characterise the contribution of sex hormones to the development of emotional brain circuits in female adolescents. Puberty is associated with profound changes in emotional behaviours in females, but we know little about the underlying brain mechanisms. In particular, research has neglected to consider the role of the sex hormones for which changes are a defining feature of female puberty (eg, oestradiol). This work will ....The impact of female sex hormones on neurodevelopment. This project aims to characterise the contribution of sex hormones to the development of emotional brain circuits in female adolescents. Puberty is associated with profound changes in emotional behaviours in females, but we know little about the underlying brain mechanisms. In particular, research has neglected to consider the role of the sex hormones for which changes are a defining feature of female puberty (eg, oestradiol). This work will be the first to comprehensively advance our understanding of the unique role of sex hormones in shaping the adolescent female brain. It will provide critical understanding of how individual differences in hormonal factors increase risk for emotional problems in females, and inform treatment strategies.Read moreRead less
Improving the mental health of young adults in Australia's universities. This project aims to contribute to national efforts to address high rates of depression and anxiety among 18-25 year-olds by investigating alterable factors that impact student mental health in Australia’s universities. With one in two young adults now engaged in post-secondary education, the research expects to generate critical new knowledge about educational conditions, practices and experiences that support (or thwart) ....Improving the mental health of young adults in Australia's universities. This project aims to contribute to national efforts to address high rates of depression and anxiety among 18-25 year-olds by investigating alterable factors that impact student mental health in Australia’s universities. With one in two young adults now engaged in post-secondary education, the research expects to generate critical new knowledge about educational conditions, practices and experiences that support (or thwart) the wellbeing-needs of students with diverse backgrounds. This knowledge will be translated into actionable, evidence-based recommendations for policy and innovation. Improving university student wellbeing should benefit the health, educational and employment trajectories of young adults in both the short-and longer-term.Read moreRead less
Understanding the drivers and motivators of extremist violence. Despite intense interest in the issue, our understanding of and ability to respond to extremist violence is limited. This innovative program of research is designed to establish an empirical foundation for understanding and responding to extremist violence in Australia. It aims to examine risk and protective factors for such violence, the needs of those susceptible to committing such acts, and the effectiveness of intervention. Find ....Understanding the drivers and motivators of extremist violence. Despite intense interest in the issue, our understanding of and ability to respond to extremist violence is limited. This innovative program of research is designed to establish an empirical foundation for understanding and responding to extremist violence in Australia. It aims to examine risk and protective factors for such violence, the needs of those susceptible to committing such acts, and the effectiveness of intervention. Findings are expected to inform health, national security, social welfare, and justice agencies in their pursuit to identify those at risk of offending, address their clinical needs and manage the risk of harm they pose to society and to themselves.Read moreRead less
The cost of keeping gruesome images from the world. This project aims to investigate one of society’s most invisible ‘frontline’ trauma workforces—the online content moderators responsible for limiting the public’s exposure to distressing and sensitive content on social media. Using a series of rigorous experiments, and cutting-edge psychological and physiological assessment techniques, the research will advance our understanding of the impact of indirect trauma on mental health. Expected outcom ....The cost of keeping gruesome images from the world. This project aims to investigate one of society’s most invisible ‘frontline’ trauma workforces—the online content moderators responsible for limiting the public’s exposure to distressing and sensitive content on social media. Using a series of rigorous experiments, and cutting-edge psychological and physiological assessment techniques, the research will advance our understanding of the impact of indirect trauma on mental health. Expected outcomes include novel empirical evidence for preventative strategies that will predict, monitor and reduce negative mental health outcomes. This will provide significant global benefits to people with indirect trauma experiences, such as defence and forensic personnel.Read moreRead less
Emotions and Employee Turnover: New Methods for Complex Dynamic Systems. This project aims to vastly improve the data-analytic capabilities of social and health researchers, while increasing knowledge about emotion dynamics and their link to employee turnover. By drawing on and advancing methods from ecology and applied physics, this project plans to investigate the role that individual emotions play in employee turnover with new quantitative methods for characterising and testing causality in c ....Emotions and Employee Turnover: New Methods for Complex Dynamic Systems. This project aims to vastly improve the data-analytic capabilities of social and health researchers, while increasing knowledge about emotion dynamics and their link to employee turnover. By drawing on and advancing methods from ecology and applied physics, this project plans to investigate the role that individual emotions play in employee turnover with new quantitative methods for characterising and testing causality in complex dynamic systems. The expected outcomes include an improved capacity for researchers, managers, and policy makers to understand complex organisational, economic, and health systems. This will provide immediate societal benefits by informing the development and deployment of targeted interventions in such systems.Read moreRead less
Improving the specificity of affective computing via multimodal analysis. This project aims to develop multimodal affective sensing techniques that can sense very subtle expressions in human moods and emotions. Much research in affective computing has investigated ways to improve the sensitivity of affect sensing approaches, resulting in more accurate estimates of affective states such as emotions or mood. What remains unsolved so far is the issue of specificity. This project will address this i ....Improving the specificity of affective computing via multimodal analysis. This project aims to develop multimodal affective sensing techniques that can sense very subtle expressions in human moods and emotions. Much research in affective computing has investigated ways to improve the sensitivity of affect sensing approaches, resulting in more accurate estimates of affective states such as emotions or mood. What remains unsolved so far is the issue of specificity. This project will address this issue through novel analyses of very subtle cues in facial and vocal expressions of affect embedded in a multimodal deep learning framework. Current approaches can successfully assist in binary classification tasks. This project will tackle the much more difficult problem of developing advanced affective sensing technology to simultaneously handle homogeneous and heterogeneous affect classes as well as continuous range estimates of affect intensity.Read moreRead less
Informing intervention responses to violent offenders through data linkage. The project aims to capitalise on new data access capacity to improve knowledge on violent offender pathways and criminogenic needs, such as acquired brain injury, to reduce offending and re-offending. Violence is a major social and health issue nationally and internationally. While there has been substantial investment in treatment/prevention campaigns, rates of violence remain high. Using diverse linked administrative ....Informing intervention responses to violent offenders through data linkage. The project aims to capitalise on new data access capacity to improve knowledge on violent offender pathways and criminogenic needs, such as acquired brain injury, to reduce offending and re-offending. Violence is a major social and health issue nationally and internationally. While there has been substantial investment in treatment/prevention campaigns, rates of violence remain high. Using diverse linked administrative data, we will identify key risk factors and times in trajectories, as well as effective treatment/justice responses. Expected benefits include evidence-based recommendations and engagement with policymakers targeting recidivism, offender screening, treatment, and coordinated violence prevention policy and practice.Read moreRead less
Taking control: variations in forced psychiatric treatment in the community. This interdisciplinary project aims to produce a comprehensive understanding of the drivers underpinning variations in the use of legal orders to enforce psychiatric treatment in the community without consent. Australia’s rate of use of these controversial orders is very high and there are unexplained variations in rates of use within and between jurisdictions, with some minority groups disproportionately affected. Unco ....Taking control: variations in forced psychiatric treatment in the community. This interdisciplinary project aims to produce a comprehensive understanding of the drivers underpinning variations in the use of legal orders to enforce psychiatric treatment in the community without consent. Australia’s rate of use of these controversial orders is very high and there are unexplained variations in rates of use within and between jurisdictions, with some minority groups disproportionately affected. Uncovering this knowledge will act as a form of procedural justice for those who have had their human rights limited by compulsion. This knowledge is expected to lead to innovations in law and policy, with subsequent organisational and system improvements, generating profound benefits for those affected by forced treatment. Read moreRead less