How to promote the sustainable development of strategic emerging industries: Evidence from Guangzhou
发表日期:2023年11月
作者:Ke Yiming;Liu Wei;Wang Jingxuan;Liu Fangtong
单位:Energy and Electricity Research Center, Jinan University, Zhuhai, 519070, China;International Energy College, Jinan University, Zhuhai, 519070, China;School of Intelligent Systems Science and Engineering, Jinan University, Zhuhai, 519070, China
期刊:Journal of Cleaner Production. Volume 428 , Issue . 2023
摘要:The strategic emerging industry (SEI) can effectively cope with high energy consumption, high pollution and low efficiency in traditional production mode, which attracts high attention. However, few studies quantitatively analyze the input-output relationships and the sustainable development level of SEIs. Moreover, existing method frameworks fail to consider both the current situation and development potential of SEIs. To deal with the above research gaps, a novel static-dynamic intuitionistic fuzzy evaluation framework integrating output-oriented data envelopment analysis model, improved Malmquist model, triangular intuitionistic fuzzy number, clustering method and Tobit regression model is first proposed. 120 SEIs from Guangzhou are selected for empirical study. Results reveal that all SEIs have almost no expected movement in operational cost but obvious redundancies in employee expenditure with a standard deviation of 1.771. It's urgent to optimize the employment, assessment and salary systems for staff. Moreover, SEI sustainable development scores vary from 0.473 to 1. It's necessary to strengthen cultivation of excellent SEIs and pay attention to supervision of the weak. Research findings can not only guide local government and industry associations to make scientific evaluation, but also help SEIs carry out self-inspections, which can further promote sustainable development of the entire industry.
关键词:Sustainable development;Strategic emerging industry;Data envelopment analysis;Malmquist index;Triangular intuitionistic fuzzy number
DOI:10.1016/J.JCLEPRO.2023.139522
链接:How to promote the sustainable development of strategic emerging industries: Evidence from Guangzhou - 中国知网 (cnki.net)