Chapter
Jan 25, 2024

Using Eye-Tracking to Examine the Cognitive Process of Hazard Recognition in Construction VR Scenarios

Publication: Computing in Civil Engineering 2023

ABSTRACT

The construction industry is a high-risk environment with numerous potential hazards, emphasizing the need for effective hazard recognition to prevent accidents and injuries. However, the cognitive processes underlying hazard recognition ability are not well understood. Eye-tracking technology can offer valuable insights into the cognitive process, and this study investigates differences in higher and lower hazard recognition ability using eye-tracking technology in virtual reality scenarios. Participants were instructed to report hazards immediately when identified. Results indicate that individuals with lower hazard recognition ability had longer perception or comprehension times in the case of successful identification. These findings underscore the importance of understanding eye movement data to develop effective hazard recognition training programs to improve workers’ ability to identify and respond to potential hazards at jobsites.

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REFERENCES

Choudhry, R. M., and D. Fang. 2008. “Why operatives engage in unsafe work behavior: Investigating factors on construction sites.” Saf Sci, 46 (4): 566–584. https://doi.org/10.1016/j.ssci.2007.06.027.
Dzeng, R. J., C. T. Lin, and Y. C. Fang. 2016. “Using eye-tracker to compare search patterns between experienced and novice workers for site hazard identification.” Saf Sci, 82: 56–67. Elsevier. https://doi.org/10.1016/j.ssci.2015.08.008.
Endsley, M. R. 1995. Toward a theory of situation awareness in dynamic systems. Human Factors Journal. Ergonomics Society.
Endsley, M. R. 2015. “Situation awareness misconceptions and misunderstandings.” J Cogn Eng Decis Mak, 9 (1): 4–32. SAGE Publications Inc. https://doi.org/10.1177/1555343415572631.
Han, Y., Y. Diao, Z. Yin, R. Jin, J. Kangwa, and O. J. Ebohon. 2021. “Immersive technology-driven investigations on influence factors of cognitive load incurred in construction site hazard recognition, analysis and decision making.” Advanced Engineering Informatics, 48. Elsevier Ltd. https://doi.org/10.1016/j.aei.2021.101298.
Han, Y., Z. Yin, J. Zhang, R. Jin, and T. Yang. 2020. “Eye-Tracking Experimental Study Investigating the Influence Factors of Construction Safety Hazard Recognition.” J Constr Eng Manag, 146 (8). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/(asce)co.1943-7862.0001884.
Hasanzadeh, S., B. Esmaeili, and M. D. Dodd. 2017a. Measuring the Impacts of Safety Knowledge on Construction Workers' Attentional Allocation and Hazard Detection Using Remote Eye-Tracking Technology. https://doi.org/10.1061/(ASCE).
Hasanzadeh, S., B. Esmaeili, and M. D. Dodd. 2017b. “Impact of Construction Workers’ Hazard Identification Skills on Their Visual Attention.” J Constr Eng Manag, 143 (10). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/(asce)co.1943-7862.0001373.
Hasanzadeh, S., B. Esmaeili, and M. D. Dodd. 2018. “Examining the Relationship between Construction Workers' Visual Attention and Situation Awareness under Fall and Tripping Hazard Conditions: Using Mobile Eye Tracking.” J Constr Eng Manag, 144 (7). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/(asce)co.1943-7862.0001516.
Jeelani, I., A. Albert, and J. A. Gambatese. 2016. Why Do Construction Hazards Remain Unrecognized at the Work Interface? https://doi.org/10.1061/(ASCE).
Lee, K., S. Hasanzadeh, and B. Esmaeili. 2022a. Spatial Exposure to Dynamic Safety Hazards in Construction Sites through 360-Degree Augmented Panoramas: Ecological Validity in Safety Research.
Lee, K., Y. Shinde, S. Hasanzadeh, and B. Esmaeili. 2022b. “Toward Personalized Safety Training: Automating the Classification of Construction Workers' Cognitive Failures.” Proceedings of the International Symposium on Automation and Robotics in Construction, 268–275. International Association for Automation and Robotics in Construction (IAARC).
Liao, P. C., X. Sun, and D. Zhang. 2021. “A multimodal study to measure the cognitive demands of hazard recognition in construction workplaces.” Saf Sci, 133. Elsevier B.V. https://doi.org/10.1016/j.ssci.2020.105010.
Martinez-Marquez, D., S. Pingali, K. Panuwatwanich, R. A. Stewart, and S. Mohamed. 2021. “Application of eye tracking technology in aviation, maritime, and construction industries: A systematic review.” Sensors, 21 (13). MDPI AG. https://doi.org/10.3390/s21134289.
Ouyang, Y., and X. Luo. 2022. “Differences between inexperienced and experienced safety supervisors in identifying construction hazards: Seeking insights for training the inexperienced.” Advanced Engineering Informatics, 52. Elsevier Ltd. https://doi.org/10.1016/j.aei.2022.101602.
Pooladvand, S., and S. Hasanzadeh. 2022. “Neurophysiological evaluation of workers' decision dynamics under time pressure and increased mental demand.” Autom Constr, 141. Elsevier B.V. https://doi.org/10.1016/j.autcon.2022.104437.
Sun, X., and P. C. Liao. 2019. “Re-assessing hazard recognition ability in occupational environment with microvascular function in the brain.” Saf Sci, 120: 67–78. Elsevier B.V. https://doi.org/10.1016/j.ssci.2019.06.040.
Ye, X., and M. König. 2019. “Applying eye tracking in virtual construction environments to improve cognitive data collection and human-computer interaction of site hazard identification.” Proceedings of the 36th International Symposium on Automation and Robotics in Construction, ISARC 2019, 1073–1080. International Association for Automation and Robotics in Construction I.A.A.R.C).
Zhou, X., P. C. Liao, and Q. Xu. 2022. “Reinvestigation of the Psychological Mechanisms of Construction Experience on Hazard Recognition Performance.” Hum Factors. SAGE Publications Inc. https://doi.org/10.1177/00187208211066666.

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Go to Computing in Civil Engineering 2023
Computing in Civil Engineering 2023
Pages: 541 - 548

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Published online: Jan 25, 2024

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Yanfang Luo [email protected]
1Ph.D. Candidate, Dept. of Building and Real Estate, Hong Kong Polytechnic Univ., Hong Kong SAR. ORCID: https://orcid.org/0000-0001-6297-524X. Email: [email protected]
2Associate Professor, Dept. of Building and Real Estate, Hong Kong Polytechnic Univ., Hong Kong SAR. ORCID: https://orcid.org/0000-0002-5377-7142. Email: [email protected]
Sogand Hasanzadeh, A.M.ASCE [email protected]
3Assistant Professor, Lyles School of Civil Engineering, Purdue Univ., West Lafayette, IN. ORCID: https://orcid.org/0000-0001-6214-3443. Email: [email protected]

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