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Safety management efficiency of China's coal enterprises and its influencing factors Based on the DEA-Tobit two-stage model

机译:基于DEA-TOBIT两级模型的中国煤炭企业安全管理效率及其影响因素

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In order to accurately analyze the safety management efficiency of China's coal enterprises, based on the panel data of 14 coal listed enterprises in 2012-2018, this paper analyzes the overall technical efficiency (TE), pure technical efficiency (PTE) and scale efficiency (SE) of safety management of sample enterprises by the Data Envelopment Analysis (DEA) model, and builds Tobit model of random panel effect to evaluate the impact of business management and safety investment on safety management efficiency. The results show that: in 2012-2018, the average values of TE, PTE and SE of sample enterprises are respectively 0.674, 0.777 and 0.864; all have great room for improvement. The development of PTE and SE in most sample enterprises is unbalanced; TE of sample enterprises does not significantly improve, and shows a trend of rising-decreasing-rising; safety investment, enterprise scale and labor productivity are significantly positively related to safety management technical efficiency, while safety training person time and employees quality are negatively correlated. This paper identified the positive and negative effects of various influencing factors on the safety management efficiency of coal enterprises, and analyzed the main reasons that hinder the improvement of safety efficiency, and puts forward corresponding countermeasures and suggestions, which are helpful for coal enterprises to effectively improve their safety management efficiency and economic efficiency. (C) 2020 Institution of Chemical Engineers. Published by Elsevier B.V. All rights reserved.
机译:为了准确分析中国煤炭企业的安全管理效率,基于2012 - 2018年14家煤炭上市企业面板数据,分析了整体技术效率(TE),纯技术效率(PTE)和规模效率( SE)通过数据包络分析(DEA)模型的示例企业安全管理,并建立了随机面板效应的Tobit模型,以评估业务管理和安全投资对安全管理效率的影响。结果表明:2012 - 2018年,示例企业的TE,PTE和SE的平均值分别为0.674,0.777和0.864;所有人都有很棒的改进空间。大多数样本企业的PTE和SE的发展是不平衡的;样本企业的特点没有显着改善,并显示出上升趋势的趋势;安全投资,企业规模和劳动生产率与安全管理技术效率显着呈正常相关,而安全培训人员时间和员工质量是负相关的。本文确定了各种影响因素对煤炭企业安全管理效率的积极和负面影响,并分析了阻碍了安全效率提高的主要原因,并提出了相应的对策和建议,有助于有效地为煤炭企业有助于有效提高他们的安全管理效率和经济效益。 (c)2020化学工程师机构。 elsevier b.v出版。保留所有权利。

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