How green innovation shapes the low-carbon transition of the energy structure
Xiaoyan Wen & tao li
What the paper says
Guided by the national "dual carbon" goals, green innovation has become a critical driver of the low-carbon transformation of energy systems.This study employs provincial panel data from China covering the period 2011-2022 and adopts a two-way fixed effects model for regression analysis.It further incorporates mediation effects, moderation effects, and quantile regression methods to examine how green innovation influences the low-carbon transformation of the energy structure.The results show that green innovation significantly promotes the optimization of the energy structure, and its effects vary notably across different levels of decarbonization, industrial structures, policy environments, and regional development conditions.
Evidence weight
Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40
| F · citation impact | 0.50 × 0.4 = 0.20 |
| M · momentum | 0.50 × 0.15 = 0.07 |
| V · venue signal | 0.50 × 0.05 = 0.03 |
| R · text relevance † | 0.50 × 0.4 = 0.20 |
† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.