Matthew or Diffusion Effect: Impact of DigitalFinance on Green Innovation Gap?

Digital finance can revolutionize the financial system and bridge the gap between urbanization and green innovation.This study provides novel insights into how digital finance influences regional green innovation disparities in China, using panel data from 284 prefectures (2011)(2012)(2013)(2014)(2015)(2016)(2017)(2018)(2019)(2020).The findings indicate that (1) regional green innovation experiences a "Matthew effect" of digital finance, with notable variations in structure.This conclusion is robust to instrumental variable and difference-in-differences tests.The "Matthew effect" shows a dynamic superposition effect with a diminishing marginal effect in the time dimension.(2) Mechanism analysis suggests that while digital finance weakens the "Matthew effect" by reducing financing restrictions and capital mismatch, it widens the regional green innovation gap by promoting market demand, innovation, and entrepreneurial vigor.(3) Heterogeneity analysis shows that the "Matthew effect" of digital finance on the green innovation gap is more evident in cities with weak commercial charm.(4) Effective governance, including entrepreneurship, intellectual property protection, and financial regulation, is crucial for mitigating the "Matthew effect."This study provides insights into the complex relationship between digital finance and regional green innovation disparities, offering valuable implications for policymakers seeking to foster the harmonious development of regional green innovation.

Authors

Publication Details

Journal
Polish Journal of Environmental Studies
Published
2025-01-22
DOI
https://doi.org/10.15244/pjoes/193580
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Matthew or Diffusion Effect: Impact of DigitalFinance on Green Innovation Gap?

Changfeng Ding, Ruo-Mei Wang, Daijun Yao
Polish Journal of Environmental Studies
Energy, Environment, Economic Growth
article

Matthew or Diffusion Effect: Impact of DigitalFinance on Green Innovation Gap?

Changfeng Ding, Ruo-Mei Wang, Daijun Yao
article en

Abstract

Digital finance can revolutionize the financial system and bridge the gap between urbanization and green innovation.This study provides novel insights into how digital finance influences regional green innovation disparities in China, using panel data from 284 prefectures (2011)(2012)(2013)(2014)(2015)(2016)(2017)(2018)(2019)(2020).The findings indicate that (1) regional green innovation experiences a "Matthew effect" of digital finance, with notable variations in structure.This conclusion is robust to instrumental variable and difference-in-differences tests.The "Matthew effect" shows a dynamic superposition effect with a diminishing marginal effect in the time dimension.(2) Mechanism analysis suggests that while digital finance weakens the "Matthew effect" by reducing financing restrictions and capital mismatch, it widens the regional green innovation gap by promoting market demand, innovation, and entrepreneurial vigor.(3) Heterogeneity analysis shows that the "Matthew effect" of digital finance on the green innovation gap is more evident in cities with weak commercial charm.(4) Effective governance, including entrepreneurship, intellectual property protection, and financial regulation, is crucial for mitigating the "Matthew effect."This study provides insights into the complex relationship between digital finance and regional green innovation disparities, offering valuable implications for policymakers seeking to foster the harmonious development of regional green innovation.

Polish Journal of Environmental StudiesVol. 34(6)
Anhui University, Anhui University of Science and Technology
Industry, innovation and infrastructure
Openalex Percentile: Top 98%
Energy, Environment, Economic Growth
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Matthew or Diffusion Effect: Impact of DigitalFinance on Green Innovation Gap? — Changfeng Ding, Ruo-Mei Wang, et al. · Polish Journal of Environmental Studies (2025) | TGRS Research Map | TGRS