A Failure Event Virtual Learning Method that Replaces Field Experience and Its Effectiveness Measurement

Yusaku Okada, Takafumi Aoyagi
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Abstract

Its known that 95 % of occupational accidents are caused by unsafe human behavior. Therefore, in order to prevent occupational accidents, various human resource education is implemented in each company, but due to the rut that accompanies continuation, many of them are only aimed at preventing serious accidents in steady state. Furthermore, since it takes time and manpower to conduct education, there is also a problem that these educational methods are not effectively utilized in the field. For example, in recent years, a method of supporting risk prediction using VR in high-place work has been considered, but it costs a lot of money to introduce it, and people who have little experience in the first place have the problem that it feels like a game. Merely continuing such a stereotyped education will not improve learning through experience, and it will be difficult to develop outstanding human resources with awareness. Furthermore, for those who have little experience in the field, even if they acquire knowledge through classroom lectures and group work, it is difficult to use it in the field and predict danger. Developing experienced and excellent human resources who can notice on-site is an urgent issue for the future of the company. Therefore, in this research, by investigating various conventional educational methods and sorting out their strengths and weaknesses, we will clarify the reasons why these educational methods are not being used in the field, improve the weaknesses, and improve the actual field. We propose a failure event virtual experience-based l learning method that replaces the field experience.In this study, we decided to measure the effect of the proposed learning method from the degree of awareness in the accident prevention activities carried out in Japanese companies. The reason for this is that in order to further improve the effectiveness of current safety education, it is most practical to measure awareness during activities that are actually carried out in the field, and it is not possible to measure with paper tests or questionnaires. Therefore, based on the characteristics of on-site workers, we decided to examine methods to improve their awareness and willingness to participate in safety activities. Furthermore, we decided to conduct an analysis based on an evaluation experiment to see if the subject's awareness improved by receiving the proposed educational method prior to the safety activities.
替代现场经验的故障事件虚拟学习方法及其有效性度量
众所周知,95%的职业事故是由不安全的人类行为引起的。因此,为了防止职业事故的发生,各个公司都在进行各种各样的人力资源教育,但由于延续的惯性,很多只是为了在稳定状态下防止严重事故的发生。此外,由于进行教育需要时间和人力,还存在这些教育方法在现场没有得到有效利用的问题。例如,近年来,有人考虑过在高层工作中使用VR来支持风险预测的方法,但引入这种方法需要花费大量资金,而且最初没有多少经验的人会有感觉像是游戏的问题。仅仅继续这种千篇一律的教育,并不能提高通过经验学习的能力,也很难培养出具有意识的优秀人力资源。此外,对于那些在该领域缺乏经验的人来说,即使他们通过课堂讲座和小组工作获得了知识,也很难在现场使用并预测危险。培养有经验、能在现场注意到的优秀人力资源是公司未来发展的迫切问题。因此,在本研究中,我们将通过对各种传统教育方法的调查,并对其优缺点进行梳理,明确这些教育方法在该领域没有被使用的原因,改进其弱点,并对实际领域进行改进。我们提出了一种基于故障事件虚拟经验的学习方法来替代现场经验。在本研究中,我们决定从日本公司开展的事故预防活动中的意识程度来衡量所提出的学习方法的效果。这样做的原因是为了进一步提高目前安全教育的有效性,在实际在现场进行的活动中测量意识是最实际的,而不可能通过纸质测试或问卷进行测量。因此,根据现场工人的特点,我们决定研究如何提高他们的安全意识和参与安全活动的意愿。此外,我们决定在评估实验的基础上进行分析,看看在安全活动之前接受拟议的教育方法是否提高了受试者的意识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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