基于DEA-Malmquist指数的广东及其邻近省份物流效率分析
Yun Wang1, Huizhen Jin2, Wenbin Qian2
1School of Emergency Technology, Guangzhou Vocational College of Technology and Business, Guangzhou, Guangdong, China.
PloS one
|July 24, 2025
概括
本研究研究了广东省的可持续物流和供应链管理. 技术效率和纯技术效率推动了物流的改进,尽管技术进步需要加强,但由于疫情,2020年出现了明显的下降.
科学领域:
- 物流和供应链管理的物流和供应链管理.
- 区域经济发展 区域经济发展
- 环境可持续性 环境可持续性
背景情况:
- 经济全球化凸显了物流在全球供应链中的关键作用.
- 越来越多的环境问题需要可持续的物流和高效的供应链管理.
- 广东省是一个主要的经济枢纽,需要优化区域物流设计.
研究的目的:
- 分析以广东省为中心的区域物流设计.
- 纳入可持续物流和供应链管理原则.
- 确定当前的挑战,并提出提高物流效率的提议.
主要方法:
- 数据信封分析 (DEA) 用于评估效率.
- 马尔姆奎斯特指数模型用于分析生产率变化.
- 对广东省及其邻国进行比较分析.
主要成果:
- 技术效率和技术进步对物流效率产生积极影响.
- 纯粹的技术效率增长是物流改进的关键驱动力.
- 技术进步的影响最小,需要加强.
- 2020年,由于COVID-19大流行,总因子生产率下降.
结论:
- 优化广东的物流需要加强技术进步.
- 可持续的物流实践对于区域经济发展至关重要.
- 该研究为提高主要经济区物流效率提供了见解.
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