# Boosting Safety Protocol Compliance with Eye-Tracking in Chemical Plants
## 4 Discussion
Furthermore, eye-tracking feedback enhanced operational accuracy, as participants receiving gaze-based cues demonstrated a 15% improvement in correctly executing safety protocols compared to the control group [35]. The reduction in error rates (30%) also supports prior findings that adaptive feedback mechanisms decrease task-related mistakes by reinforcing correct visual attention patterns [36]. Given the critical importance of rapid decision-making in industrial safety, integrating eye-tracking technology into VR training programs provides a practical and scalable solution to improving emergency preparedness. This study supports the broader application of adaptive gaze-based training in industrial settings where situational awareness and procedural adherence are essential for mitigating risks [37]. Beyond reaction time, operational accuracy improved by 15% in the VR + eye-tracking group, particularly in tasks requiring strict procedural adherence. Novice operators in the VR-only condition exhibited lower accuracy, often struggling with procedural execution. However, gaze-guided feedback enabled real-time corrections, significantly narrowing the performance gap between experienced and inexperienced personnel. This suggests that eye-tracking helps maintain task focus, minimizes distractions, and reinforces procedural learning--an essential factor in industrial environments where even minor errors can have severe consequences. Given that human error is a leading cause of industrial accidents, the ability to enhance procedural adherence through gaze-tracking presents a valuable contribution to safety-critical training programs. Analysis of attention focus revealed that eye-tracking feedback was associated with a 20% increase in fixation duration on safety-critical elements; however, this change was not statistically significant and should be interpreted as a descriptive trend rather than a confirmed effect. with key operational elements. Novice operators in the VR-only condition exhibited significantly shorter fixation durations, indicating difficulty in identifying relevant safety features. However, real-time gaze guidance appeared to enhance visual attention distribution, though the effects on hazard recognition were not statistically confirmed in the current sample. These findings reinforce the importance of structured attention guidance in industrial training, as many workplace accidents stem from failures in situational awareness. The ability of eye-tracking technology to systematically direct attention to critical safety information highlights its potential for improving focus and reducing errors caused by inattentional blindness or cognitive overload. The most significant reduction observed in this study was in error rates, which decreased by 30% following the implementation of gaze-guided feedback. This reduction was particularly evident among novice operators, who showed the greatest improvement when trained with eye-tracking assistance. In hazardous work environments, human error is often linked to poor procedural adherence and cognitive overload. By providing real-time corrective feedback, gaze-tracking technology allows operators to recognize mistakes immediately, reducing the likelihood of critical errors. This is particularly relevant in industrial settings with highly automated processes, where minor mistakes can lead to operational disruptions or safety hazards. The ability to prevent errors before they escalate underscores the role of eye-tracking as a crucial component of safety-critical training programs. In addition to accuracy and error count, the study also examined corrective response time, defined as the speed at which participants adapted their focus and task execution in response to system-generated gaze prompts. Participants in the VR + eye-tracking group adapted to corrective prompts 40% faster than those using conventional auditory or visual cues. Novice operators relied more on these feedback cues, whereas experienced operators demonstrated more immediate adaptive behavior.