Green Finance Lens: How Sustainable Finance Boosts Energy Efficiency
Jun Yin et al.
What the paper says
This study investigates the relationship between green finance and energy efficiency using panel data from 276 Chinese prefecture-level cities over the period 2006-2021.Employing a two-way fixed effects model and robustness checks including Tobit regression, propensity score matching, and lagged dependent variable approaches, we find that green finance significantly enhances energy efficiency.The positive effect is particularly pronounced in cities with higher levels of financial development.Mechanism analysis reveals that green finance promotes energy efficiency primarily through two channels: increasing market openness and accelerating industrial structure upgrading.Based on these findings, we recommend strengthening institutional support for green finance, leveraging regional financial advantages, deepening market reforms, and promoting industrial transformation to enhance energy efficiency and support sustainable development goals.
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.