[1]何叶荣,洪力学,黄廷辉.基于PR-SEM的煤矿安全管理风险因素综合评价[J].西安科技大学学报,2018,(05):845-851.[doi:10.13800/j.cnki.xakjdxxb.2018.0521]
 HE Ye-rong,HONG Li-xue,HUANG Ting-hui.Comprehensive evaluation of risk factors of coal mine safety management based on PR-SEM[J].Journal of Xi'an University of Science and Technology,2018,(05):845-851.[doi:10.13800/j.cnki.xakjdxxb.2018.0521]
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基于PR-SEM的煤矿安全管理风险因素综合评价(/HTML)
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西安科技大学学报[ISSN:1672-9315/CN:61-1434/N]

卷:
期数:
2018年05期
页码:
845-851
栏目:
出版日期:
2018-09-30

文章信息/Info

Title:
Comprehensive evaluation of risk factors of coal mine safety management based on PR-SEM
文章编号:
1672-9315(2018)05-0852-08
作者:
何叶荣1洪力学2黄廷辉2
1.安徽建筑大学 经济与管理学院,安徽 合肥 230601; 2.安徽理工大学 经济与管理学院,安徽 淮南 232001
Author(s):
HE Ye-rong1HONG Li-xue2HUANG Ting-hui2
1.School of Economic and Management,Anhui Jian zhu University,Hefei 230601,China; 2.School of Economic and Management,Anhui University of Science & Technology,Huainan 232001,China
关键词:
煤矿 PR-SEM 安全管理 风险因素 综合评价
Keywords:
coal mine PR-SEM safety management risk factor comprehensive evaluation
分类号:
X 92; X 936
DOI:
10.13800/j.cnki.xakjdxxb.2018.0521
文献标志码:
A
摘要:
安全管理是煤矿安全高效生产的重要保障。为探究煤矿安全管理风险致因,通过问卷调查结合专家访谈获取煤矿安全管理风险因素,将随机游走的Page Rank算法和结构方程模型(SEM)相结合,运用随机游走的Page Rank算法进行专家权重计算,将问卷分值中引入专家权重值,精准挖掘影响煤矿安全管理的18项关键风险因素,以此作为外源潜变量,以3个风险后果指标为内源潜变量,构建基于PR-SEM的风险因素评价模型,对煤矿安全管理风险因素进行综合评价,并借助STATA 12.0软件工具对模型进行验证。研究表明:在直接影响效应排序中,安全管理能力影响作用较大,在综合影响效应排序中,安全管理能力的影响作用较小。说明安全管理能力对安全管理风险后果作用的显著性和直接性,而且各种风险因素会相互演化,导致煤矿安全事故的发生。
Abstract:
Safety management of coal mine is an important guarantee for efficient production of coal mine.In order to explore the causes of coal mine safety management,the risk factors of coal mine safety management were obtained through questionnaire survey and expert interviews.The random walk Page Rank algorithm and the structural equation model(SEM)were used,then algorithm Page Rank of random walk was used to do expert weight calculation that was introduced to questionnaire item value.The 18 key risk factors influencing coal mine safety management were uncovered precisely,which worked as exogenous latent variables,three risk consequence indexeswere takenas endogenous latent variables.Risk factor evaluation model was built according to PR-SEM,comprehensive evaluation on risk factors of coal mine safety management and software STATA 12.0 were used to verify the model.As a result,in the sorting of direct effect,safety management is larger in the sorting of the comprehensive effect,the influence of the safety management ability is small.It shows the significance and directness of safety management ability on risk consequences of safety management,and all kinds of risk factors of coal mine safety management will be mutally evolved,which leads to coal mine safety accidents.

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备注/Memo

备注/Memo:
收稿日期:2018-05-21 责任编辑:杨泉林
基金项目:国家自然科学基金(51374114,51474007, 51404007)
通信作者:何叶荣(1971-),女,安徽霍邱人,博士,教授,E-mail:hmy2007.happy@163.com
更新日期/Last Update: 2018-09-30