Quantity Reduction and Quality Improvement: Assessing the Carbon Effects of China’s National Big Data Comprehensive Pilot Zone Policy for Sustainable Development

Promoting low-carbon and sustainable development has become an important policy objective in the context of digital transformation. Using China’s National Big Data Comprehensive Pilot Zone (NBDCPZ) policy as a quasi-natural experiment, this study employs a staggered difference-in-differences approach to examine the policy’s effects on carbon emission quantity and carbon emission quality. The results show that the NBDCPZ reduces carbon emission quantity by 12.3% and improves carbon emission quality by 2.6%. These effects are more pronounced in the central and eastern regions and in areas with stronger government support. The analysis suggests that the NBDCPZ may affect carbon outcomes through green technological innovation and energy structure adjustment.

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Publication Details

Journal
Sustainability
Published
2026-05-02
DOI
https://doi.org/10.3390/su18094478
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00
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article

Quantity Reduction and Quality Improvement: Assessing the Carbon Effects of China’s National Big Data Comprehensive Pilot Zone Policy for Sustainable Development

Guanglai Zhang, Yuchen Hu, Huaichao Zhang, Yuange Rong
Sustainability
Energy, Environment, Economic Growth
article

Quantity Reduction and Quality Improvement: Assessing the Carbon Effects of China’s National Big Data Comprehensive Pilot Zone Policy for Sustainable Development

Guanglai Zhang, Yuchen Hu, Huaichao Zhang, Yuange Rong
article en

Abstract

Promoting low-carbon and sustainable development has become an important policy objective in the context of digital transformation. Using China’s National Big Data Comprehensive Pilot Zone (NBDCPZ) policy as a quasi-natural experiment, this study employs a staggered difference-in-differences approach to examine the policy’s effects on carbon emission quantity and carbon emission quality. The results show that the NBDCPZ reduces carbon emission quantity by 12.3% and improves carbon emission quality by 2.6%. These effects are more pronounced in the central and eastern regions and in areas with stronger government support. The analysis suggests that the NBDCPZ may affect carbon outcomes through green technological innovation and energy structure adjustment.

SustainabilityVol. 18(9)
Monash University (AU), Jiangxi University of Finance and Economics (CN), Southeast University (CN), Capital University of Economics and Business (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 6%
Energy, Environment, Economic Growth
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