Mental workload is seen as a key factor in defining performance and expertise in some complex work environments, but there are no validated instruments for assessing mental workload in anaesthesia. We studied the mental workload of 20 anaesthetists of varying levels of experience, during five routine cases each, by measuring the delay in their responses to a frequently, but randomly, administered vibrotactile stimulus as a secondary task. We delivered, and recorded response times for, 6096 stimuli, with a median (range) of 55.5 (9-178) responses per case. Subjects learnt rapidly to respond to the device and there was no evidence of a 'learning curve' that might bias our results. There was limited evidence of a relationship between workload and experience; for instance, in trainees completing simple cases, mental workload had a negative linear relationship with training grade (rho = -0.360, p = 0.006). However, average differences between trainees and qualified practitioners in response times to the stimulus were overshadowed by differences between subjects at the same level of experience. Finally, although the number of 'hands full' responses was small, removing these from the analysis had a greater effect than expected, suggesting that the 'hands full' condition is not random, but varies with experience and may be independently associated with expertise. This method appears feasible for use in clinical practice and may, with refinement, aid the identification and tracking of the development of expertise in anaesthetic trainees.
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Ergonomics
January 2025
Department of Industrial Engineering, Tsinghua University, Beijing, China.
This study investigated whether bidirectional transparency, compared to agent-to-human transparency, improved human-agent collaboration. Additionally, we examined the optimal transparency levels for both humans and agents. We assessed the impact of transparency direction and level on various metrics of a human-agent team, including performance, trust, satisfaction, perceived agent's teaming skills, and mental workload.
View Article and Find Full Text PDFBackground: Mental health remains among the top 10 leading causes of disease burden globally, and there is a significant treatment gap due to limited resources, stigma, limited accessibility, and low perceived need for treatment. Problem Management Plus, a World Health Organization-endorsed brief psychological intervention for mental health disorders, has been shown to be effective and cost-effective in various countries globally but faces implementation challenges, such as quality control in training, supervision, and delivery. While digital technologies to foster mental health care have the potential to close treatment gaps and address the issues of quality control, their development requires context-specific, interdisciplinary, and participatory approaches to enhance impact and acceptance.
View Article and Find Full Text PDFPsychotherapy (Chic)
January 2025
Lyssn.io, Inc.
We developed an asynchronous online cognitive behavioral therapy (CBT) training tool that provides artificial intelligence- (AI-) enabled feedback to learners across eight CBT skills. We sought to evaluate the technical reliability and to ascertain how practitioners would use the tool to inform product iteration and future deployment. We conducted a single-arm 2-week field trial among behavioral health practitioners who treat outpatients with psychosis.
View Article and Find Full Text PDFJ Int Soc Prev Community Dent
December 2024
Department of Pedodontics and Preventive Dentistry, Faculty of Dentistry, Srinakharinwirot University, Bangkok, Thailand.
Aims: This study aimed to investigate the impact of online learning on the mental health and health behaviors of Thai dental students during the coronavirus disease 2019 (COVID-19) pandemic.
Materials And Methods: A cross-sectional analytical study was conducted among Thai dental students from first to sixth year who had been engaged in online learning during the COVID-19 period. A total of 440 students participated.
Cureus
December 2024
Physiotherapy and Physical Medicine, University of Dschang, Dschang, CMR.
Recurrent sports injuries present complex challenges that extend beyond the playing field, impacting athletes' physical well-being, mental resilience, and financial stability. This review outlines a comprehensive framework designed to prevent and manage these setbacks, empowering athletes to achieve sustained performance and recovery. This multidimensional issue requires an integrative approach encompassing physical rehabilitation, psychological resilience, and nutritional strategies.
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