The panel threshold analysis of digitalization on manufacturing industry’s green total factor productivity

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Фев. 5, 2025

Green and sustainable development of manufacturing industry has become the developing trend, green total factor productivity is an important indicator for measuring growth industry. The rapid digitalization provides new opportunities improvement industry's (IGTFP). However, there exists two different perspectives "digital promotion effect" inhibition presently, which causes paradox". That is, may have a non-linear effect on IGTFP. Therefore, this study focuses level aims to test threshold impact Furthermore, tries explore boundary conditions applicability driving sub-industries from perspective heterogeneous technological innovation abilities in industries. empirical based panel data 29 industries China 2012–2019. results show that: (1) Digitalization significant IGTFP, research are still robust according changing variable algorithm carrying Winsorize test. (2) Industry (ITI) plays role process (3) Heterogeneity analysis shows that mechanism varies depending differentiated intensity pollution degree. policymakers should formulate strategies.

Язык: Английский

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Spatial Effects and Mechanisms of the Digital Economy on Energy Efficiency: Empirical Findings from China

Energies, Год журнала: 2025, Номер 18(5), С. 1170 - 1170

Опубликована: Фев. 27, 2025

Energy efficiency plays a vital role in the transition towards carbon neutrality. The rapid rise of digital economy as an emerging growth engine raises important questions about its capacity to enhance energy efficiency. Understanding this relationship is essential for advancing sustainable development and minimizing emissions. Using spatial Durbin models, mediation panel threshold paper empirically examines nonlinear impact on utilization efficiency, taking Chinese cities case study areas. This research shows that there U-shaped between characterized by initial suppression followed promotion, while economy’s improvement surrounding inverted relationship, demonstrating promotion suppression. Heterogeneity studies found eastern has significant positive promotional effect central western regions show suppressive effect. Mechanism tests indicated enhances promoting industrial structure upgrading improving green technological progress. However, significantly affected external factors exhibits effects—only when urban levels cross specific values can generate

Язык: Английский

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The impact of digital economy on energy rebound effect in China: A stochastic energy demand frontier approach

Energy Policy, Год журнала: 2024, Номер 196, С. 114418 - 114418

Опубликована: Ноя. 17, 2024

Язык: Английский

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Paved with good intentions: From digitalization to carbon neutrality

Journal of Environmental Management, Год журнала: 2024, Номер 370, С. 122956 - 122956

Опубликована: Окт. 18, 2024

Язык: Английский

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