Abstract
Human performance is a critical pillar of safety in modern transportation systems. Whether in aviation, rail, maritime, or road operations, the ability of personnel to manage high workloads, unexpected disruptions, and long-duty hours relies heavily on both their physical health and cognitive resilience. As transportation systems become increasingly complex and interconnected, understanding and supporting the physiological and psychological readiness of human operators is essential. This paper explores the intersection of health, cognitive resilience, and emerging technologies, specifically the role of wearable devices and affective computing, in enhancing human performance across safety-critical transport domains. Health and cognitive resilience are deeply interlinked. Operators suffering from fatigue, poor sleep hygiene, stress, or underlying health conditions are more prone to errors, reduced situational awareness, and impaired decision-making. Cognitive resilience, the capacity to adapt, focus, and recover during high-pressure or unexpected situations, is increasingly recognized as a core competency for transportation personnel. Through field studies and case analyses, this paper highlights how cognitive lapses often correlate with degraded health conditions, both of which are rarely detected by traditional supervision or self-reporting alone. The integration of wearable technologies offers a promising solution. Devices capable of continuously monitoring heart rate variability, sleep patterns, fatigue levels, hydration, and stress indicators are enabling real-time assessments of operator readiness. Paired with intelligent data interpretation, these wearables are no longer just passive trackers but active tools in predictive safety management. Beyond physiological metrics, social and affective computing expands the monitoring scope to emotional and cognitive states. Using facial recognition, voice pattern analysis, and behavioral cues, these systems can estimate affective load, detect early signs of burnout or anxiety, and support more nuanced decision-making around task assignment and crew pairing. Affective computing can also be embedded in simulators and training environments, offering personalized feedback on stress responses and emotional regulation under simulated high-stakes scenarios. Importantly, the paper emphasizes a human-in-the-loop approach, where technology augments, not replaces, professional judgment. Ethical considerations regarding privacy, consent, and the use of biometric data are also addressed, advocating for transparent protocols and employee involvement in the design and implementation of systems. Resistance often stems from fears of surveillance or punitive use of data, so building trust is essential for long-term adoption. Ultimately, promoting operator health and cognitive resilience, supported by wearable and affective technologies, creates a safer and more adaptable transportation workforce. In the future of transport, where humans and machines increasingly collaborate, understanding and supporting the human condition will be just as vital as optimizing the technology itself.
| Original language | English |
|---|---|
| Title of host publication | Human Factors in Design, Engineering, and Computing |
| Publisher | AHFE Conference |
| Pages | 2061-2069 |
| Number of pages | 9 |
| Volume | 199 |
| ISBN (Print) | 978-1-964867-75-5 |
| DOIs | |
| Publication status | Published - 2025 |
Publication series
| Name | Applied Human Factors and Ergonomics International |
|---|---|
| Volume | 199 |
| ISSN (Electronic) | 2771-0718 |
Bibliographical note
Publisher Copyright:© 2025. Published by AHFE Open Access. All rights reserved.
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- Affective computing
- Cognitive resilience
- Human performance
- Predictive monitoring
- Transportation safety
- Wearable technology
ASJC Scopus subject areas
- Artificial Intelligence
- Human-Computer Interaction
- Management Science and Operations Research
- Engineering (miscellaneous)
- Safety, Risk, Reliability and Quality
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