Industrial Hygiene in Virtual Reality Training Labs: A Tiered Exposure‑Risk and ARECC Framework
- 1 Independent Researcher, Calera, USA
Abstract
Virtual reality (VR) is increasingly used for occupational safety and health (OSH) training, yet the VR laboratory itself is seldom treated as an exposure environment requiring systematic industrial hygiene management. This paper proposes a conceptual framework that applies the Anticipate, Recognize, Evaluate, Control, and Confirm (ARECC) model to VR training labs, treating them as multi‑hazard workplaces with physical, chemical, biological, ergonomic, electrical, and psychosocial exposures. The framework integrates a tiered exposure‑assessment strategy ranging from qualitative screening to semi‑quantitative scales and quantitative, sensor‑based monitoring with engineering, administrative, and data‑governance controls tailored to immersive environments. Real‑time environmental, biomechanical, and physiological data streams from sensors, wearables, and eye tracking systems are used to construct multi‑domain exposure profiles and to verify the effectiveness of control measures. The application of the framework is demonstrated through a VR confined‑space entry training scenario in an industrial setting, showing how it can inform design decisions, operational policies, and continuous improvement across VR lab implementations. The paper concludes with implications for research and practice, highlighting needs for standardized VR‑specific exposure metrics, empirical validation of the framework across sectors, and development of guidance that aligns VR training facilities with contemporary exposure‑risk management principles.
- Scorgie, D., Feng, Z., Paes, D., Parisi, F., Yiu, T.W. and Lovreglio, R. (2024) Virtual Reality for Safety Training: A Systematic Literature Review and Meta-Analysis. Safety Science , 171, Article ID: 106372. https://doi.org/10.1016/j.ssci.2023.106372
- Evangelista, A., Manghisi, V.M., De Giglio, V., Mariconte, R., Giliberti, C. and Uva, A.E. (2025) From Knowledge to Action: Assessing the Effectiveness of Immersive Virtual Reality Training on Safety Behaviors in Confined Spaces Using the Kirkpatrick Model. Safety Science , 181, Article ID: 106693. https://doi.org/10.1016/j.ssci.2024.106693
- Bernabei, M., Colabianchi, S., Carli, M., Costantino, F., Ferrarotti, A., Neri, M., et al. (2024) Enhancing Occupational Safety and Health Training: A Guideline for Virtual Reality Integration. IEEE Access , 12, 154349-154364. https://doi.org/10.1109/access.2024.3481668
- Simón-Vicente, L., Rodríguez-Cano, S., Delgado-Benito, V., Ausín-Villaverde, V. and Cubo Delgado, E. (2024) Cybersickness. a Systematic Literature Review of Adverse Effects Related to Virtual Reality. Neurología ( English Edition ), 39, 701-709. https://doi.org/10.1016/j.nrleng.2022.04.007
- Jelonek, M. (2023) VRtoER: When Virtual Reality leads to Accidents: A Community on Reddit as Lens to Insights about VR Safety. Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems , Hamburg, 23-28 April 2023, 1-6. https://doi.org/10.1145/3544549.3585783
- Babangida, A.A., Caraballo-Arias, Y., Decataldo, F. and Violante, F.S. (2025) Advancing Occupational Medicine through Wearable Technology: A Review of Sensor Systems for Biomechanical Risk Assessment and Work-Related Musculoskeletal Disorder Prevention. ACS Sensors , 10, 5410-5432. https://doi.org/10.1021/acssensors.5c01578
- Alenjareghi, M.J., Sekkay, F., Dadouchi, C. and Keivanpour, S. (2026) Wearable Sensors in Industry 4.0: Preventing Work-Related Musculoskeletal Disorders. Sensors International , 7, Article ID: 100343. https://doi.org/10.1016/j.sintl.2025.100343
- Jahn, S.D., Bullock, W.H. and Ignacio, J.S. (2024) A Strategy for Assessing and Managing Occupational Exposures. 4th Edition, American Industrial Hygiene Association (AIHA).
- Tang, Y., Liang, H. and Zhan, J. (2024) The Application of Metaverse in Occupational Health. Frontiers in Public Health , 12, Article 1396878. https://doi.org/10.3389/fpubh.2024.1396878
- (2020) Understanding and Applying ARECC to Occupational and Environmental Health and Safety. American Industrial Hygiene Association (AIHA), 1-16.