基于多重对应分析的公寓建筑工地职业事故类型分析

Ryu Hanguk, Son Seunghyun
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引用次数: 0

摘要

本研究采用多重对应分析的方法,对公寓施工现场发生的安全事故进行分析,并根据工作事故的类型,对事故受害者之间的相关性进行分析。在韩国,作为第三大建筑类型的公寓建设现场,缺乏与灾害相关的研究,而且大部分都是用调查技术进行的。因此,对工业事故原因数据进行探索性数据分析,通过多重对应分析得出各灾害受害者之间的相关性分析。研究结果总结为以下两点。首先,由于公寓的高度和复杂性,随着高度的增加,跌倒率和死亡率很高。此外,由于安全培训、缺乏经验和对安全不敏感,死亡主要是由经验很少或经验超过10年的工人造成的。其次,多对应分析表明,通过佩戴安全设备,遵循正确的工作流程及其安全动作,可以预防大多数安全事故。本研究得出的关键因素可用于公寓建筑工地的安全教育、监督与管理。
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Analysis of Occupational Accident Types in the Apartment Construction Sites using Multiple Correspondence Analysis
In this study, we analyzed the safety accidents that occurred in the apartment construction site and the correlations between the victims according to the type of work accidents through multiple correspondence analysis. There is a lack of disaster-related studies on apartment construction sites, the third most frequent building type in Korea, and most of them have used survey techniques. Therefore, the exploratory data analysis was conducted in industrial accident cause data, and derived the correlation analysis between each disaster victim through multiple correspondence analysis. The results of the study are summarized in two as follows. First, as the number of heights increased due to the high rise and complexity of apartments, the fall rate and mortality rate were high. In addition, deaths are mostly caused by very few experienced workers or those with more than 10 years of experience, resulting from safety training, lack of experience, and insensitivity to safety. Second, multi-correspondence analysis showed that most safety accidents can be prevented by wearing safety equipment, and following proper work process and its safety action. The key factors derived from this study can be used for safety education, supervision, and management in apartment construction sites.
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