2022
DOI: 10.3390/su141710721
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Temporal and Spatial Evolution of the Science and Technology Innovative Efficiency of Regional Industrial Enterprises: A Data-Driven Perspective

Abstract: This study develops a data-driven, comprehensive evaluation method to improve the science and technology innovative efficiency of industrial enterprises above designated size (hereinafter “industrial enterprises”). Based on an innovation value chain perspective, a two-stage evaluation index system is constructed. Thereafter, the Pearson correlation coefficient method was used to analyze correlations in the constructed index system. A two-stage network data envelopment analysis model with additional intermediat… Show more

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Cited by 4 publications
(2 citation statements)
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“…The lack of skills and lack of qualifications of personnel in this area threatens the safety of people and the failure of networks [1,2]. Accordingly, it was necessary to speed up the process of developing simulator tasks, as well as take into account innovations in the energy sector [3]. Significant results in this matter have been achieved with the help of the distribution network model.…”
Section: Automatic Methods Of Preparation Of Datamentioning
confidence: 99%
“…The lack of skills and lack of qualifications of personnel in this area threatens the safety of people and the failure of networks [1,2]. Accordingly, it was necessary to speed up the process of developing simulator tasks, as well as take into account innovations in the energy sector [3]. Significant results in this matter have been achieved with the help of the distribution network model.…”
Section: Automatic Methods Of Preparation Of Datamentioning
confidence: 99%
“…Lopez-Vega and Lakemond [10] pointed out that there are difficulties in the transformation of technological achievements and industrial transformation and upgrading. Yang et al [11] pointed out that there is irrationality in the allocation of regional innovation resources, and the current situation of synergy innovation is not optimistic. The ability of regional synergy innovation reflects the degree of integration of various innovative elements among synergy innovation entities [12].…”
Section: Introductionmentioning
confidence: 99%