Evaluation of a virtual reality training tool for firefighters responding to transportation incidents with dangerous goods

IF 4.8 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Education and Information Technologies Pub Date : 2024-01-16 DOI:10.1007/s10639-023-12357-5
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Abstract

Access to dangerous goods training for firefighters in remote areas is limited for financial and logistical reasons. Virtual reality (VR) is a promising solution for this challenge as it is cost-effective, safe, and allows to simulate realistic scenarios that would be dangerous or difficult to implement in the real world. However, rigorous evaluations of VR training tools for first responders are still scarce. In this exploratory user study, a simple VR training tool involving two dangerous goods scenarios was developed. In each scenario, trainees learned how to safely approach a jackknifed truck with a trailer and how to collect and communicate information about the transported materials. The tool was tested with a group of 24 professional firefighter trainees (n = 22) and instructors (n = 2), who each completed the two training scenarios. The main goal of the study was to assess the usability of the VR tool in the given scenarios. Participants provided feedback on cybersickness, perceived workload, and usability. They also filled out a knowledge test before and after the VR training and gave feedback at the end of the study. The VR tool recorded task completion duration and participants’ navigation and use of tools events. Overall, the tool provided good usability, acceptance, and satisfaction. However, a wide range in individuals’ responses was observed. In addition, no post-training improvement in participants' knowledge was found, likely due to the already high level of knowledge pre-training. Future directions for improving the VR tool, general implications for other VR training tools, and suggestions for future research are discussed.

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评估消防员应对危险货物运输事故的虚拟现实培训工具
摘要 由于资金和后勤方面的原因,偏远地区消防员接受危险品培训的机会有限。虚拟现实(VR)是应对这一挑战的一个很有前景的解决方案,因为它成本低、安全,而且可以模拟现实世界中危险或难以实现的真实场景。然而,针对急救人员的 VR 培训工具的严格评估仍然很少。在这项探索性用户研究中,开发了一个简单的 VR 培训工具,涉及两个危险品场景。在每个场景中,受训人员都要学习如何安全地接近一辆带有拖车的侧翻卡车,以及如何收集和交流有关运输材料的信息。24 名专业消防员学员(n = 22)和教官(n = 2)分别完成了两个培训场景,并对该工具进行了测试。研究的主要目的是评估 VR 工具在特定场景中的可用性。参与者就晕机、感知工作量和可用性提供了反馈意见。他们还在 VR 培训前后填写了一份知识测试,并在研究结束时提供了反馈意见。VR 工具记录了任务完成时间、参与者的导航和工具使用情况。总体而言,该工具具有良好的可用性、接受度和满意度。不过,个人的反应差异很大。此外,培训后学员的知识水平没有提高,这可能是由于培训前学员的知识水平已经很高。本文讨论了改进 VR 工具的未来方向、对其他 VR 培训工具的一般影响以及对未来研究的建议。
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来源期刊
Education and Information Technologies
Education and Information Technologies EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
10.00
自引率
12.70%
发文量
610
期刊介绍: The Journal of Education and Information Technologies (EAIT) is a platform for the range of debates and issues in the field of Computing Education as well as the many uses of information and communication technology (ICT) across many educational subjects and sectors. It probes the use of computing to improve education and learning in a variety of settings, platforms and environments. The journal aims to provide perspectives at all levels, from the micro level of specific pedagogical approaches in Computing Education and applications or instances of use in classrooms, to macro concerns of national policies and major projects; from pre-school classes to adults in tertiary institutions; from teachers and administrators to researchers and designers; from institutions to online and lifelong learning. The journal is embedded in the research and practice of professionals within the contemporary global context and its breadth and scope encourage debate on fundamental issues at all levels and from different research paradigms and learning theories. The journal does not proselytize on behalf of the technologies (whether they be mobile, desktop, interactive, virtual, games-based or learning management systems) but rather provokes debate on all the complex relationships within and between computing and education, whether they are in informal or formal settings. It probes state of the art technologies in Computing Education and it also considers the design and evaluation of digital educational artefacts.  The journal aims to maintain and expand its international standing by careful selection on merit of the papers submitted, thus providing a credible ongoing forum for debate and scholarly discourse. Special Issues are occasionally published to cover particular issues in depth. EAIT invites readers to submit papers that draw inferences, probe theory and create new knowledge that informs practice, policy and scholarship. Readers are also invited to comment and reflect upon the argument and opinions published. EAIT is the official journal of the Technical Committee on Education of the International Federation for Information Processing (IFIP) in partnership with UNESCO.
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