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Work-related psychosocial and physical paths to future musculoskeletal disorders (MSDs)
Published 2023Given the human, industrial and societal costs of Musculoskeletal Disorders (MSDs) we evaluated antecedents to MSDs (assessed as pain, doctor diagnosis, and workplace injury) over a six-year period T1 (2014/2015) and T2 ...Open AccessArticle -
Predictive modelling of deliberate self-harm and suicide attempts in young people accessing primary care: a machine learning analysis of a longitudinal study
Published 2023Purpose Machine learning (ML) has shown promise in modelling future self-harm but is yet to be applied to key questions facing clinical services. In a cohort of young people accessing primary mental health care, this study ...Open AccessArticle -
The relationship of shift work disorder with symptoms of depression, anxiety, and stress
Published 202Shift workers commonly suffer from disturbed sleep, which is known to affect mental health in other populations. Shift work disorder (SWD) is characterized by complaints of insomnia and/or excessive daytime sleepiness ...Open AccessArticle -
Choosers Adapt Value Coding to the Environment, But Do Not Attain Efficiency
Published 2023We investigate how human choosers adapt their value encoding strategy to the statistics of the choice environment. Specifically, we ask whether the human value encoding mechanism exhibits divisive normalization only in the ...Open AccessConference paper -
Expected subjective value theory (ESVT): A representation of decision under risk and certainty.
Published 2023We present a descriptive model of choice derived from neuroscientific models of efficient value representation in the brain. Our basic model, a special case of Expected Utility Theory, can capture a number of behaviors ...Open AccessArticle