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Measurement and influential factors of the efficiency of coal resources of China's provinces: Based on Bootstrap-DEA and Tobit

机译:中国省煤炭资源效率的测量与影响因素:基于Bootstrap-Dea和Tobit

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摘要

A more efficient use of China & rsquo;s coal resources is key to rapidly promoting the growth of the country & rsquo;s industrializing economy. As such, it is essential that an effective approach for measuring and evaluating the current efficiency of coal resources is developed. This paper measures the efficiency of coal resources in 30 provinces in China from 2000 to 2015 using an improved DEA model of Bootstrap, and it uses Tobit regression to analyze the influencing factors on the efficiency of coal resources. The results illustrate that: 1) The proposed approach could significantly improve upon the accuracy of the measurement of the traditional DEA model. 2) The efficiency of coal resources shows an uptrend of fluctuation for the research period. With respect to the influential factors, total coal consumption has the least influence on the efficiency of coal resources. In contrast, local financial science and technology expenditures have greatest influence on the efficiency of coal resources. Among all the influential factors, local financial science and technology expenditures have the greatest negative impact on energy efficiency of coal resources and it is very critical that the government increases investment in scientific and technological investment in the mining industry.(c) 2021 Elsevier Ltd. All rights reserved.
机译:更有效地利用中国和RSQU; S煤炭资源是迅速促进国家和rsquo的发展的关键。因此,开发了必须有效的测量和评估煤炭资源效率的有效方法。本文采取了2000年至2015年中国30个省份煤炭资源的效率,利用改进的自发的自发模型,它使用Tobit回归来分析煤炭资源效率的影响因素。结果表明:1)所提出的方法可以显着提高传统DEA模型测量的准确性。 2)煤炭资源的效率显示了研究期波动的上升趋势。关于影响因素,总煤炭消费对煤炭资源效率的影响最小。相比之下,当地金融科技支出对煤炭资源效率影响最大。在所有影响因素中,地方金融科技支出对煤炭资源的能源效率产生了最大的负面影响,政府增加了矿业工业的科技投资投资非常重要。(c)2021 elestvier有限公司版权所有。

著录项

  • 来源
    《Energy》 |2021年第15期|119763.1-119763.14|共14页
  • 作者单位

    China Univ Min & Technol Beijing Coll Energy & Min Beijing 100083 Peoples R China;

    China Univ Min & Technol Beijing Coll Energy & Min Beijing 100083 Peoples R China;

    Peking Univ Coll Engn Beijing 100871 Peoples R China;

    China Univ Min & Technol Beijing Coll Energy & Min Beijing 100083 Peoples R China;

    China Univ Min & Technol Beijing Coll Energy & Min Beijing 100083 Peoples R China;

    China Univ Min & Technol Beijing Coll Energy & Min Beijing 100083 Peoples R China;

    China Elect Standardizat Inst Beijing 100007 Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Energy efficiency of coal resources; Bootstrap-DEA; Influential factors; Tobit; Coal; Spatial effect;

    机译:煤炭资源的能效;举靴子;影响因素;TOBIT;煤;空间效应;

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