Analysis of logistics efficiency in Guangdong and its neighboring provinces based on the DEA-Malmquist index

• Yun Wang,

  Roles Funding acquisition, Investigation, Project administration, Supervision, Visualization, Writing – original draft

  Affiliation School of Emergency Technology, Guangzhou Vocational College of Technology and Business, Guangzhou, Guangdong, China

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• Huizhen Jin ,

  Roles Resources, Software, Validation, Writing – review & editing

  * E-mail: huizhenjin0207@huse.edu.cn

  Affiliation School of Economics and Management, Hunan University of Science and Engineering, Yongzhou, Hunan, China

  https://orcid.org/0009-0003-6693-480X

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• Wenbin Qian

  Roles Conceptualization, Formal analysis, Methodology

  Affiliation School of Economics and Management, Hunan University of Science and Engineering, Yongzhou, Hunan, China

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