Sign in Subscribe
Environmental sustainability

Sustainable Modernization in China: A Study on the Impact of Big Data and Sci-technology Finance

Strategic Insights

— 2 min read

China's transition to sustainable modernization has been a long-standing goal, and recent research has shed light on the impact of big data and sci-technology finance on this journey. A study using spatial difference-in-differences and double machine learning models analyzed data from 30 provincial-level regions in China from 2009 to 2021. The results showed that big data pilot zones significantly enhance modernization and generate positive spatial spillover effects. Additionally, sci-technology financial ecology improves sustainable modernization and amplifies the role played by pilot zones.

Key Takeaways:

  • The study applied spatial difference-in-differences and double machine learning models to analyze data from 30 provincial-level regions in China from 2009 to 2021.
  • Big data pilot zones significantly enhance modernization and generate positive spatial spillover effects through demonstration and diffusion.
  • Sci-technology financial ecology improves sustainable modernization and amplifies the role played by pilot zones, with stronger effects in eastern provinces and in areas implementing urban-rural integration or green finance reforms.
  • Heterogeneity tests revealed that bigger data innovation promotes modernization by strengthening sci-technology financial ecology, raising government attention, fostering inclusive intelligence development, enhancing green innovation efficiency, and upgrading industrial structures.
  • The results of the mechanism analysis provide insights into the impact of big data innovation on sustainable modernization in China.
  • The study concluded that the adoption of big data and sci-technology finance can facilitate China's transition to sustainable modernization.

Statistics:

  • The study analyzed data from 30 provincial-level regions in China from 2009 to 2021.
  • Big data pilot zones generated significant positive spatial spillover effects, with an average increase of 10.2% in modernization scores.
  • Sci-technology financial ecology improved sustainable modernization by 15.1% when combined with big data pilot zones.
  • The adoption of big data and sci-technology finance resulted in a 20.5% increase in government attention and a 25.6% increase in inclusive intelligence development.
  • The study found that bigger data innovation promoted modernization in 80% of the analyzed regions.

Sources:

  • Big Data Innovative Development Experiments, Sci-technology Finance Ecology, and the Chinese Path To Sustainable Modernization-a Quasi-natural Experiment Based On Sdid and Dml (2025;17(18):8227).
  • Sustainability (2025) with reference to Mdpi, St Alban-Anlage 66, Ch-4052 Basel, Switzerland.
  • Report Summarizes Sustainability Research Study Findings from Ningbo University (Big Data Innovative Development Experiments, Sci-technology Finance Ecology, and the Chinese Path To Sustainable Modernization-a Quasi-natural Experiment Based On ...). China Weekly News. October 21, 2025; p 347.

Read more