학술논문

Using Heart Rate Variability for Comparing the Effectiveness of Virtual vs Real Training Environments for Firefighters
Document Type
Periodical
Source
IEEE Transactions on Visualization and Computer Graphics IEEE Trans. Visual. Comput. Graphics Visualization and Computer Graphics, IEEE Transactions on. 29(7):3238-3250 Jul, 2023
Subject
Computing and Processing
Bioengineering
Signal Processing and Analysis
Training
Particle measurements
Atmospheric measurements
Heart rate variability
Stress
Physiology
Task analysis
Computer graphics
virtual reality
professional training
biofeedback
Language
ISSN
1077-2626
1941-0506
2160-9306
Abstract
The use of Virtual Reality (VR) technology to train professionals has increased over the years due to its advantages over traditional training. This paper presents a study comparing the effectiveness of a Virtual Environment (VE) and a Real Environment (RE) designed to train firefighters. To measure the effectiveness of the environments, a new method based on participants’ Heart Rate Variability (HRV) was used. This method was complemented with self-reports, in the form of questionnaires, of fatigue, stress, sense of presence, and cybersickness. An additional questionnaire was used to measure and compare knowledge transfer enabled by the environments. The results from HRV analysis indicated that participants were under physiological stress in both environments, albeit with less intensity on the VE. Regarding reported fatigue and stress, the results showed that none of the environments increased such variables. The results of knowledge transfer showed that the VE obtained a significant increase while the RE obtained a positive but non-significant increase (median values, VE: before – 4 after – 7, p = .003; RE: before – 4 after – 5, p = .375). Lastly, the results of presence and cybersickness suggested that participants experienced high overall presence and no cybersickness. Considering all results, the authors conclude that the VE provided effective training but that its effectiveness was lower than that of the RE.