Understanding the Unexplored: A Review on the Gap in Human Factors Characterization for Industry 5.0

Applied Sciences, Journal Year: 2025, Volume and Issue: 15(4), P. 1822 - 1822

Published: Feb. 11, 2025

The integration of neurophysiological techniques into Industry 5.0 represents a transformative approach to assessing human factors in real-world operational settings. This study presents systematic review existing literature evaluate the application methods cognitive and emotional states, such as workload, stress, attention, trust, within industrial environments. A total X peer-reviewed articles published between 2018 2024 were analyzed following structured methodology. findings reveal that EEG (45%), eye-tracking (30%), EDA (20%), ECG (15%) are most frequently adopted for monitoring responses. Additionally, 60% studies focused on stress workload assessment, while only 25% examined trust collaboration human–robot interaction, highlighting gap comprehensive teamwork analysis. Furthermore, 35% validated their approaches settings, emphasizing significant limitation ecological validity. also identifies multimodal remains underexplored, with just 15% combining multiple signals more holistic assessment. These results indicate growing but still fragmented research landscape, clear opportunities expanding applications, improving methodological standardization, fostering interdisciplinary collaboration. Future should prioritize validation dynamic, real-life work environments explore synergistic potential enhance human-centred systems.

Language: Английский

Electroencephalography Changes During Cybersickness: Focusing on Delta and Alpha Waves

Brain Topography, Journal Year: 2025, Volume and Issue: 38(3)

Published: March 12, 2025

Virtual reality (VR) is an immersive technology capable of simulating alternate realities, however, it often leads to cybersickness, causing discomfort for users. We conducted experiment using a group 30 participants (aged 25 ± 2.1 years) see the alpha and delta wave changes three conditions: Blank, Video, Video Pause, with electroencephalography (EEG) recordings. The experiments were repeated times (Trial 1, Trial 2, 3). results showed significant increase in power compared Blank (p < 0.05). Pause decrease Video. Alpha waves significantly decreased during Our study consistent alterations across various visual stimuli inducing we observed that may be associated cybersickness rather than stimuli. These findings have implications advancing research.

Language: Английский

Influencing Driving Safety by Matching AI Assistant's Verbal Emotions to Driver: A Randomized Controlled Trial on Performance, Attention, and Emotion

Computers in Human Behavior, Journal Year: 2025, Volume and Issue: unknown, P. 108667 - 108667

Published: April 1, 2025

Language: Английский