Technical Papers
May 4, 2023

Using 360-Degree Virtual Reality Technology for Training Construction Workers about Safety Challenges of Drones

Publication: Journal of Computing in Civil Engineering
Volume 37, Issue 4

Abstract

Integrating drones into already dangerous construction sites could expose workers to additional risks and make construction sites more dangerous than before. Several studies have identified various safety challenges of using drones on jobsites. However, limited studies have focused on educating construction workers about the safety challenges of the drone presence in their working environment. This study is the first effort to develop a 360-degree virtual reality (360VR) environment providing a semi-immersive training experience about drone applications in construction, potential safety challenges of working with or near drones, and proposed countermeasures for their safe integration. A repeated measures study design was used to assess the effectiveness of the 360VR training, followed by a system usability assessment. The results indicate that the developed 360VR training significantly improved users’ safety knowledge about drones and that the 360VR platform proved to be a sufficiently usable delivery mechanism for this training. The main contribution of this study is to provide a better understanding of 360VR capabilities, as an emerging learning technology, to create virtual learning environments for construction education and training, and, in particular, enhancing trainees’ knowledge about working safely with drones.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

All data, models, and code generated or used during the study appear in the published article.

Acknowledgments

This material was produced under the National Science Foundation Grant No. 2024656 and the US Department of Labor’s Susan Harwood Training Grant Program Grant No. SH-99051-SH0. The research team would like to thank Shrishail Zalake and David Anderson Allen from the University of Florida for their help with the technical development of the 360VR training.

References

Albeaino, G., R. Eiris, M. Gheisari, and R. R. Issa. 2022a. “DroneSim: A VR-based flight training simulator for drone-mediated building inspections.” Constr. Innovation 22 (4): 831–848. https://doi.org/10.1108/CI-03-2021-0049.
Albeaino, G., and M. Gheisari. 2021. “Trends, benefits, and barriers of unmanned aerial systems in the construction industry: A survey study in the United States.” J. Inf. Technol. Construct. 26 (Mar): 84–111. https://doi.org/10.36680/j.itcon.2021.006.
Albeaino, G., M. Gheisari, and B. W. Franz. 2019. “A systematic review of unmanned aerial vehicle application areas and technologies in the AEC domain.” J. Inf. Technol. Construct. 24 (Jul): 381–405.
Albeaino, G., M. Gheisari, and R. R. A. Issa. 2022b. “Drone-related deployment limitations in construction: A research roadmap.” In Proc., Construction Research Congress 2022, 782–790. Reston, VA: ASCE.
Albeaino, G., M. Gheisari, and R. R. A. Issa. 2022c. “Human-drone interaction (HDI): Opportunities and considerations in construction.” In Automation and robotics in the architecture, engineering, and construction industry, edited by H. Jebelli, M. Habibnezhad, S. Shayesteh, S. Asadi, and S. Lee, 111–142. Cham, Switzerland: Springer.
Bademosi, F., and R. R. A. Issa. 2021. “Factors influencing adoption and integration of construction robotics and automation technology in the US.” J. Constr. Eng. Manage. 147 (8): 04021075. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002103.
Baylor, A. L., and Y. Kim. 2004. Pedagogical agent design: The impact of agent realism, gender, ethnicity, and instructional role. Berlin: Springer.
Brooke, J. 1996. “SUS: A quick and dirty usability scale.” Usability Eval. Ind. 189 (194): 4–7.
Brooke, J. 2013. “SUS: A retrospective.” J. Usability Stud. 8 (2): 29–40.
Bulu, S. T. 2012. “Place presence, social presence, co-presence, and satisfaction in virtual worlds.” Comput. Educ. 58 (1): 154–161. https://doi.org/10.1016/j.compedu.2011.08.024.
Buttussi, F., and L. Chittaro. 2018. “Effects of different types of virtual reality display on presence and learning in a safety training scenario.” IEEE Trans. Visual Comput. Graphics 24 (2): 1063–1076. https://doi.org/10.1109/TVCG.2017.2653117.
Carter, G., and S. D. Smith. 2006. “Safety hazard identification on construction projects.” J. Constr. Eng. Manage. 132 (2): 197–205. https://doi.org/10.1061/(ASCE)0733-9364(2006)132:2(197).
Chang, E., H. T. Kim, and B. Yoo. 2020. “Virtual reality sickness: A review of causes and measurements.” Int. J. Hum.–Comput. Interact. 36 (17): 1658–1682. https://doi.org/10.1080/10447318.2020.1778351.
Chen, A. Y., Y.-N. Huang, J.-Y. Han, and S.-C. J. Kang. 2014. “A review of rotorcraft unmanned aerial vehicle (UAV) developments and applications in civil engineering.” Smart Struct. Syst. 13 (6): 1065–1094. https://doi.org/10.12989/sss.2014.13.6.1065.
Chen, J. H., S. K. Lin, P. F. Chen, L. H. Yeh, and D. H. Chen. 2018. “Feasibility study on UAV-assisted construction surplus soil tracking control and management technique.” IOP Conf. Ser.: Mater. Sci. Eng. 301 (1): 012145. https://doi.org/10.1088/1757-899X/301/1/012145.
Chen, K., G. Reichard, A. Akanmu, and X. Xu. 2021. “Geo-registering UAV-captured close-range images to GIS-based spatial model for building façade inspections.” Autom. Constr. 122 (Feb): 103503. https://doi.org/10.1016/j.autcon.2020.103503.
Cheng, J.-Y., E. L. S. Mendes, M. Gheisari, and I. Jeelani. 2022. “Construction worker-drone safety training in a 360 virtual reality environment: A pilot study.” In Vol. 3 of Proc., ASC2022. 58th Annual Associated Schools of Construction Int. Conf., 19–28. Fort Collins, CO: Associated Schools of Construction. https://doi.org/10.29007/8cjv.
Chinchane, A., S. Prakash Singh, and O. Sumant. 2020. Construction drone market by type (rotary wing and fixed wing), application (surveying land, infrastructure inspection, security & surveillance, and others), and end user (residential, commercial, and industrial): Global opportunity analysis and industry forecast, 2020–2027. Portland, OR: Allied Market Research.
Clark, R. A., A. Szpak, S. C. Michalski, and T. Loetscher. 2021. “Rest intervals during virtual reality gaming augments standing postural sway disturbance.” Sensors 21 (20): 6817. https://doi.org/10.3390/s21206817.
CPWR (The Center for Construction Research and Training). 2018. “Chart book (6th edition): Labor force characteristics—Foreign-born workers in construction and other industries.” Accessed July 5, 2022. https://www.cpwr.com/research/data-center/the-construction-chart-book/chart-book-6th-edition-labor-force-characteristics-foreign-born-workers-in-construction-and-other-industries/.
DeCamara, J., and D. D. McMillan. 2019. “Use of drones on construction projects: Legal and contractual considerations.” Accessed June 23, 2022. https://www.americanbar.org/groups/construction_industry/publications/under_construction/2019/winter2019/use-of-drones-on-construction-projects/.
DroneDeploy. 2018. “The rise of drones in construction.” Accessed November 21, 2022. https://www.dronedeploy.com/blog/rise-drones-construction/.
DroneDeploy. 2022. State of the drone industry report 2022. San Francisco: DroneDeploy.
Drone Industry Insight. 2022. Drone application report 2022. Hamburg, Germany: Drone Industry Insight.
Dupont, Q. F., D. K. Chua, A. Tashrif, and E. L. Abbott. 2017. “Potential applications of UAV along the construction’s value chain.” Procedia Eng. 182 (Jan): 165–173. https://doi.org/10.1016/j.proeng.2017.03.155.
Eiris, R., G. Albeaino, M. Gheisari, W. Benda, and R. Faris. 2021a. “InDrone: A 2D-based drone flight behavior visualization platform for indoor building inspection.” Smart Sustainable Built Environ. 10 (3): 438–456. https://doi.org/10.1108/SASBE-03-2021-0036.
Eiris, R., J. Wen, and M. Gheisari. 2021b. “Influence of virtual human appearance fidelity within building science storytelling educational applications.” J. Archit. Eng. 27 (4): 04021036. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000510.
Elghaish, F., S. Matarneh, S. Talebi, M. Kagioglou, M. R. Hosseini, and S. Abrishami. 2021. “Toward digitalization in the construction industry with immersive and drones technologies: A critical literature review.” Smart Sustainable Built Environ. 10 (3): 345–363. https://doi.org/10.1108/SASBE-06-2020-0077.
FAA (Federal Aviation Administration). 2021. “Operations over people general overview.” Accessed February 11, 2022. https://www.faa.gov/uas/commercial_operators/operations_over_people/.
Gallavin, G. 2014. “System usability scale (SUS).” Accessed March 17, 2022. https://www.usability.gov/how-to-and-tools/methods/system-usability-scale.html.
Gheisari, M., and B. Esmaeili. 2019. “Applications and requirements of unmanned aerial systems (UASs) for construction safety.” Saf. Sci. 118 (Oct): 230–240. https://doi.org/10.1016/j.ssci.2019.05.015.
Gheisari, M., J. Irizarry, and B. N. Walker. 2014. “UAS4SAFETY: The potential of unmanned aerial systems for construction safety applications.” In Proc., Construction Research Congress 2014: Construction in a Global Network, 1801–1810. Reston, VA: ASCE.
Hallermann, N., G. Morgenthal, and V. Rodehorst. 2015. “Unmanned aerial systems (UAS)–Case studies of vision based monitoring of ageing structures.” In Proc., Int. Symp. Non-Destructive Testing in Civil Engineering (NDT-CE), 15–17. Germany: NTD.net.
Hammad, A. W., B. B. da Costa, C. A. Soares, and A. N. Haddad. 2021. “The use of unmanned aerial vehicles for dynamic site layout planning in large-scale construction projects.” Buildings 11 (12): 602. https://doi.org/10.3390/buildings11120602.
Hendriks Vettehen, P., D. Wiltink, M. Huiskamp, G. Schaap, and P. Ketelaar. 2019. “Taking the full view: How viewers respond to 360-degree video news.” Comput. Hum. Behav. 91 (Feb): 24–32. https://doi.org/10.1016/j.chb.2018.09.018.
Huang, X., J. Twycross, and F. Wild. 2019. “A process for the semi-automated generation of life-sized, interactive 3D character models for holographic projection.” In Proc., 2019 Int. Conf. on 3D Immersion (IC3D), 1–8. New York: IEEE.
Irizarry, J., M. Gheisari, and B. N. Walker. 2012. “Usability assessment of drone technology as safety inspection tools.” J. Inf. Technol. Construct. 17 (12): 194–212.
Jeelani, I. 2019. “Improving safety performance in construction using visual data analytics and virtual reality.” Ph.D. dissertation, Dept. of Civil Engineering, North Carolina State Univ.
Jeelani, I., and M. Gheisari. 2021. “Safety challenges of UAV integration in construction: Conceptual analysis and future research roadmap.” Saf. Sci. 144 (Dec): 105473. https://doi.org/10.1016/j.ssci.2021.105473.
Jeelani, I., and M. Gheisari. 2022. “Safety challenges of human-drone interactions on construction jobsites.” In Automation and robotics in the architecture, engineering, and construction industry, edited by H. Jebelli, M. Habibnezhad, S. Shayesteh, S. Asadi, and S. Lee, 143–164. Cham, Switzerland: Springer.
Jeelani, I., K. Han, and A. Albert. 2017. “Development of immersive personalized training environment for construction workers.” In Proc., Computing in Civil Engineering 2017, 407–415. Reston, VA: ASCE.
Jeelani, I., K. Han, and A. Albert. 2020. “Development of virtual reality and stereo-panoramic environments for construction safety training.” Eng. Constr. Archit. Manage. 27 (8): 1853–1876. https://doi.org/10.1108/ECAM-07-2019-0391.
Jiang, W., Y. Zhou, L. Ding, C. Zhou, and X. Ning. 2020. “UAV-based 3D reconstruction for hoist site mapping and layout planning in petrochemical construction.” Autom. Constr. 113 (May): 103137. https://doi.org/10.1016/j.autcon.2020.103137.
Jin, R., P. X. Zou, P. Piroozfar, H. Wood, Y. Yang, L. Yan, and Y. Han. 2019. “A science mapping approach based review of construction safety research.” Saf. Sci. 113 (Mar): 285–297. https://doi.org/10.1016/j.ssci.2018.12.006.
Kandi, V. R., F. Castronovo, P. Brittle, S. M. Ventura, and D. Nikolic. 2020. “Assessing the impact of a construction virtual reality game on design review skills of construction students.” J. Archit. Eng. 26 (4): 04020035. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000434.
Khalid, M., M. Namian, and C. Massarra. 2021. “The dark side of the drones: A review of emerging safety implications in construction.” EPiC Ser. Built Environ. 2: 18–27. https://doi.org/10.29007/x3vt.
Kim, H. K., J. Park, Y. Choi, and M. Choe. 2018. “Virtual reality sickness questionnaire (VRSQ): Motion sickness measurement index in a virtual reality environment.” Appl. Ergon. 69 (May): 66–73. https://doi.org/10.1016/j.apergo.2017.12.016.
Lave, J., and E. Wenger. 1991. Situated learning: Legitimate peripheral participation. Cambridge, UK: Cambridge University Press.
Lawani, K., B. Hare, I. Cameron, H. Homatash, and J. Campbell. 2022. “Designing drone game for construction site inspection.” Front. Built Environ. 7 (Feb): 187. https://doi.org/10.3389/fbuil.2021.771703.
Le, Q. T., A. Pedro, and C. S. Park. 2015. “A social virtual reality based construction safety education system for experiential learning.” J. Intell. Rob. Syst. 79 (3): 487–506. https://doi.org/10.1007/s10846-014-0112-z.
Lewis, J. R. 2018. “The system usability scale: Past, present, and future.” Int. J. Hum.–Comput. Interact. 34 (7): 577–590. https://doi.org/10.1080/10447318.2018.1455307.
Liu, D., X. Xia, J. Chen, and S. Li. 2021. “Integrating building information model and augmented reality for drone-based building inspection.” J. Comput. Civ. Eng. 35 (2): 04020073. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000958.
Mader, D., R. Blaskow, P. Westfeld, and C. Weller. 2016. “Potential of UAV-based laser scanner and multispectral camera data in building inspection.” Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. 41 (Jun): 1135. https://doi.org/10.5194/isprs-archives-XLI-B1-1135-2016.
Martinez, J. G., G. Albeaino, M. Gheisari, W. Volkmann, and L. F. Alarcón. 2021. “UAS point cloud accuracy assessment using structure from motion–based photogrammetry and PPK georeferencing technique for building surveying applications.” J. Comput. Civ. Eng. 35 (1): 05020004. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000936.
Martinez, J. G., M. Gheisari, and L. F. Alarcón. 2020. “UAV integration in current construction safety planning and monitoring processes: Case study of a high-rise building construction project in Chile.” J. Manage. Eng. 36 (3): 05020005. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000761.
McCabe, B. Y., H. Hamledari, A. Shahi, P. Zangeneh, and E. R. Azar. 2017. “Roles, benefits, and challenges of using UAVs for indoor smart construction applications.” In Proc., Computing in Civil Engineering 2017, 349–357. Reston, VA: ASCE.
Mei, H. H., and L. S. Sheng. 2011. “Applying situated learning in a virtual reality system to enhance learning motivation.” Int. J. Inf. Educ. Technol. 1 (4): 298–302. https://doi.org/10.7763/IJIET.2011.V1.48.
Mendes, E., G. Albeaino, P. Brophy, M. Gheisari, and I. Jeelani. 2022. “Working safely with drones: A virtual training strategy for workers on heights.” In Proc., Construction Research Congress 2022, 622–630. Reston, VA: ASCE.
Mohammadi, A., M. Tavakolan, and Y. Khosravi. 2018. “Factors influencing safety performance on construction projects: A review.” Saf. Sci. 109 (Nov): 382–397. https://doi.org/10.1016/j.ssci.2018.06.017.
Mosly, I. 2017. “Applications and issues of unmanned aerial systems in the construction industry.” Safety 21 (23): 31.
Munafo, J., M. Diedrick, and T. A. Stoffregen. 2017. “The virtual reality head-mounted display Oculus Rift induces motion sickness and is sexist in its effects.” Exp. Brain Res. 235 (3): 889–901. https://doi.org/10.1007/s00221-016-4846-7.
Mutis, I., and P. Antonenko. 2022. “Unmanned aerial vehicles as educational technology systems in construction engineering education.” J. Inf. Technol. Construct. 27 (14): 273–289. https://doi.org/10.36680/j.itcon.2022.014.
Mutis, I., and A. F. Romero. 2019. “Thermal performance assessment of curtain walls of fully operational buildings using infrared thermography and unmanned aerial vehicles.” In Advances in informatics and computing in civil and construction engineering, 703–709. Cham, Switzerland: Springer.
Namian, M., M. Khalid, G. Wang, and Y. Turkan. 2021. “Revealing safety risks of unmanned aerial vehicles in construction.” Transp. Res. Rec. 2675 (11): 334–347. https://doi.org/10.1177/03611981211017134.
Neitzel, F., and J. Klonowski. 2011. “Mobile 3D mapping with a low-cost UAV system.” Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. 38 (1): 1–6.
NIOSH (National Institute for Occupational Safety and Health). 2015. “Hierarchy of controls.” Accessed February 11, 2022. https://www.cdc.gov/niosh/topics/hierarchy/default.html.
OSHA (Occupational Safety and Health Administration). 1995. 1926.503: Training requirements. Washington, DC: OSHA.
OSHA (Occupational Safety and Health Administration). 2015. 1926.21: Safety training and education. Washington, DC: OSHA.
OSHA (Occupational Safety and Health Administration). 2020a. 1926 Subpart M: Fall protection. Washington, DC: OSHA.
OSHA (Occupational Safety and Health Administration). 2020b. 1926 Subpart O: Motor vehicles, mechanized equipment, and marine operations. Washington, DC: OSHA.
OSHA (Occupational Safety and Health Administration). 2021. OSHA technical manual (OTM)—Section IV: Chapter 4: Industrial robot systems and industrial robot system safety. Washington, DC: OSHA.
Park, S. 2016. “Virtual avatar as an emotional scaffolding strategy to promote interest in online learning environment.” Chap. 10 in Emotions, technology, design, and learning, edited by S. Y. Tettegah and M. Gartmeier, 201–224. San Diego: Academic.
Pereira, E. R., S. Zhou, and M. Gheisari. 2018. “Integrating the use of UAVs and photogrammetry into a construction management course: Lessons learned.” In Proc., Int. Symp. on Automation and Robotics in Construction: ISARC, 1–8. Oulu, Finland: The International Association for Automation and Robotics in Construction Publications.
Pham, H. C., N. Dao, A. Pedro, Q. T. Le, R. Hussain, S. Cho, and C. Park. 2018. “Virtual field trip for mobile construction safety education using 360-degree panoramic virtual reality.” Int. J. Eng. Educ. 34 (4): 1174–1191.
Rebenitsch, L., and C. Owen. 2016. “Review on cybersickness in applications and visual displays.” Virtual Reality 20 (2): 101–125. https://doi.org/10.1007/s10055-016-0285-9.
Regenbrecht, H. T., T. W. Schubert, and F. Friedmann. 1998. “Measuring the sense of presence and its relations to fear of heights in virtual environments.” Int. J. Hum.-Comput. Interact. 10 (3): 233–249. https://doi.org/10.1207/s15327590ijhc1003_2.
Robson, L. S., H. S. Shannon, L. M. Goldenhar, and A. R. Hale. 2001. Evaluating the effectiveness of strategies for preventing work injuries: How to show whether a safety intervention really works. Cincinnati: National Institute for Occupational Safety and Health.
Rogo Digital. 2020. “Rogo digital LipSync.” Accessed March 3, 2022. https://lipsync.rogodigital.com/.
Rupp, M. A., K. L. Odette, J. Kozachuk, J. R. Michaelis, J. A. Smither, and D. S. McConnell. 2019. “Investigating learning outcomes and subjective experiences in 360-degree videos.” Comput. Educ. 128 (Jan): 256–268. https://doi.org/10.1016/j.compedu.2018.09.015.
Sacks, R., A. Perlman, and R. Barak. 2013. “Construction safety training using immersive virtual reality.” Construct. Manage. Econ. 31 (9): 1005–1017. https://doi.org/10.1080/01446193.2013.828844.
Sagnier, C., E. Loup-Escande, D. Lourdeaux, I. Thouvenin, and G. Valléry. 2020. “User acceptance of virtual reality: An extended technology acceptance model.” Int. J. Hum.–Comput. Interact. 36 (11): 993–1007. https://doi.org/10.1080/10447318.2019.1708612.
Sakib, M. N., T. Chaspari, and A. H. Behzadan. 2021. “Physiological data models to understand the effectiveness of drone operation training in immersive virtual reality.” J. Comput. Civ. Eng. 35 (1): 04020053. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000941.
Salem, B., and N. Earle. 2000. “Designing a non-verbal language for expressive avatars.” In Proc., 3rd Int. Conf. on Collaborative Virtual Environments, 93–101. New York: Association for Computing Machinery.
Saredakis, D., A. Szpak, B. Birckhead, H. A. D. Keage, A. Rizzo, and T. Loetscher. 2020. “Factors associated with virtual reality sickness in head-mounted displays: A systematic review and meta-analysis.” Front. Hum. Neurosci. 14 (Mar): 96. https://doi.org/10.3389/fnhum.2020.00096.
Schell, J. W., and R. S. Black. 1997. “Situated learning: An inductive case study of a collaborative learning experience.” J. Ind. Teach. Educ. 34 (4): 5–28.
Schwind, V., P. Knierim, N. Haas, and N. Henze. 2019. “Using presence questionnaires in virtual reality.” In Proc., 2019 CHI Conf. on Human Factors in Computing Systems, 1–12. New York: Association for Computing Machinery.
Shapiro, S. S., and M. B. Wilk. 1965. “An analysis of variance test for normality (complete samples).” Biometrika 52 (3–4): 591–611. https://doi.org/10.1093/biomet/52.3-4.591.
Slater, M., M. Usoh, and A. Steed. 1994. “Depth of presence in virtual environments.” Presence: Teleoperators Virtual Environ. 3 (2): 130–144. https://doi.org/10.1162/pres.1994.3.2.130.
Snelson, C., and Y.-C. Hsu. 2020. “Educational 360-degree videos in virtual reality: A scoping review of the emerging research.” Tech Trends 64 (3): 404–412. https://doi.org/10.1007/s11528-019-00474-3.
Taber, K. S. 2018. “The use of Cronbach’s alpha when developing and reporting research instruments in science education.” Res. Sci. Educ. 48 (6): 1273–1296. https://doi.org/10.1007/s11165-016-9602-2.
Tavakol, M., and R. Dennick. 2011. “Making sense of Cronbach’s alpha.” Int. J. Med. Educ. 2 (Jun): 53–55. https://doi.org/10.5116/ijme.4dfb.8dfd.
Unger, J., M. Reich, and C. Heipke. 2014. “UAV-based photogrammetry: Monitoring of a building zone.” Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. 40 (5): 601–606. https://doi.org/10.5194/isprsarchives-XL-5-601-2014.
Unity Learn. 2020. “Introduction to 3D animation systems.” Accessed July 10, 2022. https://learn.unity.com/course/introduction-to-3d-animation-systems.
US BLS. 2019. “Fatal occupational injuries by event or exposure for all fatal injuries and major private industry sector, all United States, 2019.” Accessed November 3, 2021. https://www.bls.gov/iif/oshwc/cfoi/cftb0334.htm.
US BLS. 2022. “A look at falls, slips, and trips in the construction industry.” In TED: The economics daily. Washington, DC: US Bureau of Labor Statistics.
Usoh, M., E. Catena, S. Arman, and M. Slater. 2000. “Using presence questionnaires in reality.” Presence 9 (5): 497–503. https://doi.org/10.1162/105474600566989.
Wang, G., D. Hollar, S. Sayger, Z. Zhu, J. S. Buckeridge, J. Li, J. Chong, C. Duffield, D. Ryu, and W. Hu. 2016. “Risk considerations in the use of unmanned aerial vehicles in the construction industry.” J. Risk Anal. Crisis Response 6 (4): 165–177. https://doi.org/10.2991/jrarc.2016.6.4.1.
Wang, P., P. Wu, J. Wang, H.-L. Chi, and X. Wang. 2018. “A critical review of the use of virtual reality in construction engineering education and training.” Int. J. Environ. Res. Public Health 15 (6): 1204. https://doi.org/10.3390/ijerph15061204.
Wen, J., and M. Gheisari. 2021. “VR-electricians: Immersive storytelling for attracting students to the electrical construction industry.” Adv. Eng. Inf. 50 (Oct): 101411. https://doi.org/10.1016/j.aei.2021.101411.
Williamson, K. C., III, and G. Gage. 2019. “Important considerations for implementing a drone-based activity within a construction surveying course.” In Proc., 55th ASC Annual Int. Conf. Hattiesburg, MS: Association School of Construction.
Xu, Y., Y. Turkan, A. A. Karakhan, and D. Liu. 2020. “Exploratory study of potential negative safety outcomes associated with UAV-assisted construction management.” In Proc., Construction Research Congress 2020, 1223–1232. Reston, VA: ASCE.
Yahya, M. Y., W. P. Shun, A. M. Yassin, and R. Omar. 2021. “The challenges of drone application in the construction industry.” J. Technol. Manage. Bus. 8 (1): 20–27. https://doi.org/10.30880/jtmb.2021.08.01.003.
Ye, Y., J. M. Boyce, and P. Hanhart. 2020. “Omnidirectional 360° video coding technology in responses to the joint call for proposals on video compression with capability beyond HEVC.” IEEE Trans. Circuits Syst. Video Technol. 30 (5): 1241–1252. https://doi.org/10.1109/TCSVT.2019.2953827.
Zhang, L., D. A. Bowman, and C. N. Jones. 2019. “Exploring effects of interactivity on learning with interactive storytelling in immersive virtual reality.” In Proc., 2019 11th Int. Conf. on Virtual Worlds and Games for Serious Applications (VS-Games), 1–8. New York: IEEE.

Information & Authors

Information

Published In

Go to Journal of Computing in Civil Engineering
Journal of Computing in Civil Engineering
Volume 37Issue 4July 2023

History

Received: Aug 16, 2022
Accepted: Jan 14, 2023
Published online: May 4, 2023
Published in print: Jul 1, 2023
Discussion open until: Oct 4, 2023

Permissions

Request permissions for this article.

Authors

Affiliations

Ph.D. Student, Rinker School of Construction Management, Univ. of Florida, 208 Rinker Hall, Gainesville, FL 32611-5703 (corresponding author). ORCID: https://orcid.org/0000-0003-2109-8548. Email: [email protected]
Associate Professor, Rinker School of Construction Management, Univ. of Florida, 208 Rinker Hall, Gainesville, FL 32611-5703. ORCID: https://orcid.org/0000-0001-5568-9923. Email: [email protected]
Assistant Professor, Rinker School of Construction Management, Univ. of Florida, 322 Rinker Hall, Gainesville, FL 32611-5703. ORCID: https://orcid.org/0000-0001-9691-8163. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share