The impact of carbon emissions trading on innovation bubbles in manufacturing enterprises

Carbon trading plays an important role in improving the quality of technological innovation and suppressing innovation bubbles. We use patent data and financial data from Chinese firms from 2010 to 2021 and apply a difference-in-differences-in-differences (DDD) model to analyse the causal relationship between the carbon trading and technological innovation of manufacturing firms to demonstrate the inhibitory effect of manufacturing firms' participation in carbon trading on innovation bubbles and to consider the synergistic effect of government intervention. The conclusions of the study are as follows. First, the participation of manufacturing enterprises in carbon trading increases their R&D investment, which does not increase the quantity of innovation but significantly improves the quality of their innovation, thus suppressing the creation of innovation bubbles. Second, government intervention can effectively play a synergistic role in improving the quality of technological innovation in manufacturing enterprises. Finally, the impact of carbon trading on technological innovation is more pronounced for large enterprises and high-tech manufacturing enterprises.

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Publication Details

Journal
Scientific Reports
Published
2025-12-08
DOI
https://doi.org/10.1038/s41598-025-99814-y
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00

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article

The impact of carbon emissions trading on innovation bubbles in manufacturing enterprises

Guocheng Li, Ziwei Lyu
Scientific Reports
Energy, Environment, Economic Growth
article

The impact of carbon emissions trading on innovation bubbles in manufacturing enterprises

Guocheng Li, Ziwei Lyu
article en

Abstract

Carbon trading plays an important role in improving the quality of technological innovation and suppressing innovation bubbles. We use patent data and financial data from Chinese firms from 2010 to 2021 and apply a difference-in-differences-in-differences (DDD) model to analyse the causal relationship between the carbon trading and technological innovation of manufacturing firms to demonstrate the inhibitory effect of manufacturing firms' participation in carbon trading on innovation bubbles and to consider the synergistic effect of government intervention. The conclusions of the study are as follows. First, the participation of manufacturing enterprises in carbon trading increases their R&D investment, which does not increase the quantity of innovation but significantly improves the quality of their innovation, thus suppressing the creation of innovation bubbles. Second, government intervention can effectively play a synergistic role in improving the quality of technological innovation in manufacturing enterprises. Finally, the impact of carbon trading on technological innovation is more pronounced for large enterprises and high-tech manufacturing enterprises.

Scientific ReportsVol. 15(1)
Qinghai University (CN), Central Party School of the Communist Party of China (CN), Beijing University of Technology (CN), Qingdao Party School of CPC (CN)
China Scholarship Council
Openalex Percentile: Top 54%
Energy, Environment, Economic Growth
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