Smart City Gnosys

Smart city article details

Title The Empowerment Of Smart City Construction On The Synergy Effect Of Pollution Control And Carbon Reduce In China: Empirical Analysis With Double Machine Learning Method
ID_Doc 55449
Authors Shen N.; Zhang L.; Wang Q.
Year 2025
Published Journal of Cleaner Production, 519
DOI http://dx.doi.org/10.1016/j.jclepro.2025.145958
Abstract Smart city development offers a novel solution to overcome the environmental challenges associated with conventional urban development models, thereby amplifying the synergy effect of pollution control and carbon reduction (SEPCCR). This study uses advanced double machine learning methods, analyzing panel data from 273 Chinese cities spanning 2006 to 2022 to explore the effects of smart city policy (SCP) on urban SEPCCR. The research reveals that SCP significantly enhances the SEPCCR, a conclusion that remains robust after a series test such as model replacements and addressing potential endogeneity issues. This study aims to elucidate the mechanisms through which SCP influences SEPCCR, illustrating that the policy can enhance the synergy effect by strengthening government modern governance, promoting intelligent development in enterprises, driving industrial upgrading, and guiding the public participation in green initiatives. Heterogeneity analysis shows that the promoting effects of SCP are more pronounced in cities in eastern region, large cities, cities with higher administrative levels, non-old industrial base cities, and cities with a focus on environmental protection, highlighting the necessity of tailored advancement of SCP. This research provides valuable insights to fortify smart city development endeavors, effectively enhance SEPCCR, and achieve future “dual-carbon” objectives. © 2025 Elsevier Ltd
Author Keywords Double machine learning method; Government modern governance; Public participation in green initiatives; Smart city construction; Synergy effect of pollution control and carbon reduction


Similar Articles


Id Similarity Authors Title Published
13315 View0.9Dong F.; Li Y.; Li K.; Zhu J.; Zheng L.Can Smart City Construction Improve Urban Ecological Total Factor Energy Efficiency In China? Fresh Evidence From Generalized Synthetic Control MethodEnergy, 241 (2022)
51833 View0.898An X.; Yang Y.; Zhang X.; Zeng X.Smarter And Cleaner? The Carbon Reduction Effect Of Smart Cities: A Perspective On Green Technology ProgressSustainability (Switzerland), 16, 18 (2024)
20907 View0.897Cheng Z.; Wang L.; Zhang Y.Does Smart City Policy Promote Urban Green And Low-Carbon Development?Journal of Cleaner Production, 379 (2022)
24657 View0.895Xia X.; Yu R.; Zhang S.Evaluating The Impact Of Smart City Policy On Carbon Emission EfficiencyLand, 12, 7 (2023)
55669 View0.893Wang K.-L.; Pang S.-Q.; Zhang F.-Q.; Miao Z.; Sun H.-P.The Impact Assessment Of Smart City Policy On Urban Green Total-Factor Productivity: Evidence From ChinaEnvironmental Impact Assessment Review, 94 (2022)
20897 View0.893Jiang Y.; Sun J.Does Smart City Construction Promote Urban Green Development? Evidence From A Double Machine Learning ModelJournal of Environmental Management, 373 (2025)
55408 View0.893Shen Q.; Wu R.; Pan Y.; Feng Y.The Effectiveness Of Smart City Policy On Pollution Reduction In China: New Evidence From A Quasi-Natural ExperimentEnvironmental Science and Pollution Research, 30, 18 (2023)
55757 View0.89Li D.; Zhang X.; Lau A.D.; Gong Y.The Impact Of Smart City Construction On The Spatial Distribution Of Urban Carbon Emissions Based On The Panel Data Analysis Of 277 Prefecture-Level Cities In ChinaSustainability (Switzerland), 17, 11 (2025)
43424 View0.889Luo W.; Yang P.; Zhu Z.; Ying F.; Lin Z.Promoting Cleaner Industry: Assessing The Impact Of Smart City Pilot Policies In China Within The Context Of Knowledge-Based Economic DynamicsJournal of the Knowledge Economy, 16, 2 (2025)
11754 View0.889Wang Q.; Liu Y.Beautifying Urban Environment: Smart City Construction And Sustainable Pollution Control In ChinaJournal of Environmental Management, 371 (2024)