Spatial-Temporal Evolution and Driving Factors of Regional Green Development: An Empirical Study in Yellow River Basin

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dc.contributor.author Zhou, Fuli
dc.contributor.author Si, Dongge
dc.contributor.author Hai, Panpan
dc.contributor.author Ma, Panpan
dc.contributor.author Pratap, Saurabh
dc.date.accessioned 2024-02-29T06:43:35Z
dc.date.available 2024-02-29T06:43:35Z
dc.date.issued 2023-02-20
dc.identifier.issn 20798954
dc.identifier.uri http://localhost:8080/xmlui/handle/123456789/2981
dc.description This paper published with affiliation IIT (BHU), Varanasi in open access mode. en_US
dc.description.abstract The sustainable development of the Yellow River Basin (YRB) is regarded as a national strategy for China. Previous literature has focused on the green efficiency measurement of YRB, ignoring its evolution process and influential mechanism. This paper tries to disclose the spatial-temporal evolution of green efficiency and its influential mechanism of the YRB region by proposing a novel integrated DEA-Tobit model to fill the gap. Based on the development path of the YRB region, the multi-period two-stage DEA model is adopted to evaluate the green development efficiency (GDE) from provincial and urban dimensions. In addition, the panel Tobit model is developed to investigate the influential factors of the GDE for the YRB region. The GDE in the YRB region shows an unbalanced state where the downstream is best, followed by the middle and upstream. The unbalanced development also exists within the province. Both Henan and Shandong Province achieved the optimal value, while cities in these two provinces show lower green efficiency. The results also show that economic development, technological innovation and foreign capital utilization obviously affect the GDE of the YRB region positively, while industrial structure, urbanization levels and environmental regulation have negative effects. en_US
dc.description.sponsorship This study is financially supported by the following programs: the Key Technologies R&D Programme of Henan Province from Henan Science and Technology Department (grant no. 222102210005); the Humanities and Social Sciences Project from the Ministry of Education in PRC (grant no. 22YJC630220); and the Fundamental Research Funds for Provincial Universities from ZZULI (grant no. 20KYYWF0107, 21KYYWF0103). en_US
dc.language.iso en en_US
dc.publisher MDPI en_US
dc.relation.ispartofseries Systems;11
dc.subject green development efficiency (GDE) en_US
dc.subject influence mechanism en_US
dc.subject multi-period two-stage DEA model en_US
dc.subject spatial-temporal dynamic evolution en_US
dc.subject Tobit-based regression model en_US
dc.subject Yellow River basin (YRB) en_US
dc.title Spatial-Temporal Evolution and Driving Factors of Regional Green Development: An Empirical Study in Yellow River Basin en_US
dc.type Article en_US


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