2021
DOI: 10.3390/su131911079
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A Green Technological Innovation Efficiency Evaluation of Technology-Based SMEs Based on the Undesirable SBM and the Malmquist Index: A Case of Hebei Province in China

Abstract: Small- and medium-sized technology-based enterprises (technology-based SMEs) are an important part of China’s scientific and technological development. To a certain extent, the green technological innovation level of technology-based SMEs plays a significant role in supporting the overall development of social green innovation. Carrying out research on green technology innovation efficiency evaluations of technology-based SMEs is helpful to find existing problems to provide references for managers. Therefore, … Show more

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Cited by 19 publications
(11 citation statements)
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“…In terms of energy efficiency, green industrial policy acts as a policy coordination mechanism for high-pollution industries, technology-intensive industries, and renewable energy sources , Shen et al 2021. Additionally, as a market subject and an important component of the industrial chain, the green technological innovation ability of enterprises is an important focus of green industrial policies (Peng et al 2021). Improving the green technology innovation level is the primary means to improve carbon emission efficiency and the green economy (Zhao et al 2021, Dong et al 2022.…”
Section: Related Workmentioning
confidence: 99%
“…In terms of energy efficiency, green industrial policy acts as a policy coordination mechanism for high-pollution industries, technology-intensive industries, and renewable energy sources , Shen et al 2021. Additionally, as a market subject and an important component of the industrial chain, the green technological innovation ability of enterprises is an important focus of green industrial policies (Peng et al 2021). Improving the green technology innovation level is the primary means to improve carbon emission efficiency and the green economy (Zhao et al 2021, Dong et al 2022.…”
Section: Related Workmentioning
confidence: 99%
“…In studies that evaluated GSTIE, most of the researchers built evaluation index systems that contain multiple indicators based on the perspective of input-output and used data envelopment analysis (DEA) (Luo et al, 2019;Wang et al, 2020;Liu B. et al, 2021), stochastic frontier analysis (Faria et al, 2019), and other methodologies to measure or evaluate the innovation efficiency. In addition, some scholars measured the efficiency of green innovation by applying the super-efficiency slack-based measure (SBM) model (Peng et al, 2021). The super-efficient SBM model, which was developed by Tone after making improvements based on the traditional DEA model, could effectively overcome the problem that the undesired output was ignored by the traditional DEA model, as well as achieve the comparison of multiple effective decision units (Zhao P. et al, 2020).…”
Section: Literature Reviewmentioning
confidence: 99%
“…ESG (environmental, social, and governance) issues and the need for sustainable development have received more attention due to the problem (Hermundsdottir et al 2022;Filho et al 2021), policies increasingly promote and support the development of green technologies. The encouragement indicates that governments and policymakers know how important green innovation is to supporting national green growth and resolving environmental problems (Peng et al 2021;Wu et al 2022).…”
Section: Document Analysismentioning
confidence: 99%