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Part of book or chapter of book . 2025 . Peer-reviewed
License: CC BY NC
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Part of book or chapter of book . 2025
Data sources: mEDRA
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Comprehensive Evaluation Analysis of Smart Port Logistics Efficiency Based on SBM-DEA Model

Authors: Zhou, Xiaofen; Yan, Yang; Li, Zhengxie;

Comprehensive Evaluation Analysis of Smart Port Logistics Efficiency Based on SBM-DEA Model

Abstract

The concept of smart ports represents a novel trend within the port industry, characterised by the integration of advanced technologies such as 5G, IoT and AI, which collectively facilitate the realisation of intelligent facilities and efficient operations. Shanghai Port plays a pivotal role in China’s global engagement and integration into the international economic system. It is also among the first ports in China to have introduced and constructed smart ports. This paper takes the aforementioned seaport as a case study and employs the SBM-DEA model, combined with the Malmquist index, to evaluate the logistics efficiency of Shanghai Port and other major Chinese ports over the past ten years, from 2014 to 2023. The evaluation is conducted from three dimensions and is followed by an analysis and recommendations.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
hybrid