Chinese Journal of Management Science ›› 2025, Vol. 33 ›› Issue (11): 321-335.doi: 10.16381/j.cnki.issn1003-207x.2024.1615
Qunwei Wang1,2,3, Qian Du1,2(
), Zhenran Li1,2, Yaru Cao1,2
Received:2024-09-13
Revised:2025-03-13
Online:2025-11-25
Published:2025-11-28
Contact:
Qian Du
E-mail:13255282385@163.com
CLC Number:
Qunwei Wang,Qian Du,Zhenran Li, et al. The Dual Control Effects of Carbon Emissions of Digital and Green Transitions: A Mechanistic Analysis Based on New Quality Productive Forces in Manufacturing Industries[J]. Chinese Journal of Management Science, 2025, 33(11): 321-335.
"
| 变量 | 观测值 | 均值 | 标准差 | 最小值 | 最大值 |
|---|---|---|---|---|---|
| 碳排放量 | 420 | 3.6225 | 3.0498 | 0.3212 | 20.9979 |
| 碳强度 | 420 | 0.0336 | 0.0508 | 0.0008 | 0.2965 |
| HSM | 420 | 1.7000 | 0.2757 | 1.0986 | 2.5802 |
| POM | 420 | 0.9350 | 0.3632 | 0.2116 | 2.2080 |
| RAM | 420 | 0.7552 | 0.1649 | 0.0000 | 1.0000 |
| 人均GDP | 420 | 1.2481 | 0.7923 | 0.4143 | 4.8075 |
| 人均GDP平方 | 420 | 2.1841 | 3.5725 | 0.1716 | 23.1121 |
| 信息化水平 | 420 | 0.0640 | 0.0501 | 0.0143 | 0.2896 |
| 劳动力水平 | 420 | 7.5968 | 0.7753 | 5.6240 | 8.8639 |
| 对外开放程度 | 420 | 0.2775 | 0.3176 | 0.0076 | 1.6976 |
| 外商直接投资 | 420 | 0.0201 | 0.0161 | 0.0001 | 0.0819 |
| 政府干预程度 | 420 | 0.2395 | 0.1003 | 0.0874 | 0.6430 |
"
| 变量 | (1) | (2) | (3) | (4) |
|---|---|---|---|---|
| 制造业结构高度化HSM | 制造业全要素生产率优化POM | |||
| 碳排放量 | 碳强度 | 碳排放量 | 碳强度 | |
| Digital×Green×Low | 0.9343*** (3.2444) | -4.6589*** (-3.7825) | -0.0224 (-0.0845) | -0.4329 (-1.1624) |
| Digital×Green×High | 0.4042 (1.5819) | -0.1958 (-0.4766) | 1.3223*** (3.9728) | -4.2009*** (-3.1642) |
| Digital | -1.1586*** (-4.3961) | -0.5312** (-2.0220) | -1.2295*** (-4.4744) | -0.3806 (-1.4927) |
| Green | -0.7152*** (-4.0520) | 1.2830*** (3.9314) | -0.5587*** (-3.2031) | 0.8469*** (2.9806) |
| 控制变量 | Yes | Yes | Yes | Yes |
| 省份固定效应 | Yes | Yes | Yes | Yes |
| 年份固定效应 | Yes | Yes | Yes | Yes |
| R2 | 0.9104 | 0.9512 | 0.9112 | 0.9486 |
| N | 420 | 420 | 420 | 420 |
| [1] | Ren L, Zhou S, Peng T, et al. A review of CO2 emissions reduction technologies and low-carbon development in the iron and steel industry focusing on China[J]. Renewable and Sustainable Energy Reviews, 2021, 143: 110846. |
| [2] | Wang X C, Klemeš J J, Wang Y, et al. Water-Energy-Carbon Emissions nexus analysis of China: An environmental input-output model-based approach[J]. Applied Energy, 2020, 261: 114431. |
| [3] | 金珺, 陈泰伦, 赵苑婷, 等. 产业数字化绿色化协同转型赋能新质生产力: 逻辑与进路[J]. 研究与发展管理, 2025, 37(1): 74-84. |
| Jin J, Chen T L, Zhao Y T, et al. Industrial digital green synergistic transition empowering new quality productive forces: Logic and paths[J]. R&D Management, 2025, 37(1): 74-84. | |
| [4] | 杨伟, 吉梨霞, 周青. 企业数字化转型对创新生态系统的影响: 基于市场规模动态的多Agent模型[J]. 中国管理科学, 2022, 30(6): 223-232. |
| Yang W, Ji L X, Zhou Q. Impact of firms’digital transformation on the innovation ecosystem: A multi-agent model considering dynamic of market size[J]. Chinese Journal of Management Science,2022,30(6): 223-232. | |
| [5] | Bai T, Qi Y, Li Z, et al. Digital economy, industrial transformation and upgrading, and spatial transfer of carbon emissions: The paths for low-carbon transformation of Chinese cities[J]. Journal of Environmental Management, 2023, 344: 118528. |
| [6] | Wei X, Jiang F, Yang L. Does digital dividend matter in China’s green low-carbon development: Environmental impact assessment of the big data comprehensive pilot zones policy[J]. Environmental Impact Assessment Review, 2023, 101: 107143. |
| [7] | Yi M, Liu Y, Sheng M S, et al. Effects of digital economy on carbon emission reduction: New evidence from China[J]. Energy Policy, 2022, 171: 113271. |
| [8] | André F J, Arguedas C, Rousseau S. Strategic pricing, lifespan choices and environmental implications of peer-to-peer sharing[J]. Journal of Environmental Economics and Management, 2024, 125: 102953. |
| [9] | Linton O, Todorov V, Zhang Z. Editorial for the special issue on financial econometrics in the age of the digital economy[J]. Journal of Econometrics, 2021, 222(1): 265-268. |
| [10] | 岳鹄, 周子灼, 谭月彤. 数字经济影响制造业结构优化的机理与实证研究[J].管理学报,2024,21(5): 670-681. |
| Yue H, Zhou Z Z, Tan Y T. Mechanism and empirical study of digital economy on the upgrading of manufacturing structure[J]. Chinese Journal of Management, 2024, 21(5): 670-681. | |
| [11] | Okushima S, Tamura M. What causes the change in energy demand in the economy? The role of technological change[J].Energy Economics,2010, 32:S41-S46. |
| [12] | 方丽婷, 张冠兰, 李坤明. 数字化发展对企业绿色创新的影响——来自中国A股上市公司的经验证据[J]. 中国管理科学, 2023, 31(12): 350-360. |
| Fang L T, Zhang G L, Li K M. The impact of digital development on corporate green innovation[J]. Chinese Journal of Management Science, 2023, 31(12): 350-360. | |
| [13] | 邵帅, 范美婷, 杨莉莉. 经济结构调整、绿色技术进步与中国低碳转型发展——基于总体技术前沿和空间溢出效应视角的经验考察[J]. 管理世界, 2022, 38(2): 46-69+4-10. |
| Shao S, Fan M T, Yang L L. Economic restructuring, green technical progress, and low-carbon transition development in China: An empirical investigation based on the overall technology frontier and spatial spillover effect[J]. Journal of Management World, 2022, 38(2): 46-69+4-10. | |
| [14] | 邬彩霞. 中国低碳经济发展的协同效应研究[J]. 管理世界, 2021, 37(8): 105-117. |
| Wu C X. Research on the synergistic effect of low-carbon economy in China[J]. Journal of Management World, 2021, 37(8): 105-117. | |
| [15] | 史丹. 数字经济条件下产业发展趋势的演变[J]. 中国工业经济, 2022(11): 26-42. |
| Shi D. Evolution of industrial development trend under digital economy[J]. China Industrial Economics, 2022(11): 26-42. | |
| [16] | 徐伟呈, 周田, 郑雪梅. 数字经济如何赋能产业结构优化升级——基于ICT对三大产业全要素生产率贡献的视角[J]. 中国软科学, 2022(9): 27-38. |
| Xu W C, Zhou T, Zheng X M. How does digital economy promote the optimization and upgrading of industrial structure? Based on the perspective of ICT contribution to total factor productivity of the three major industries[J]. China Soft Science, 2022(9): 27-38. | |
| [17] | 吴茵茵, 齐杰, 鲜琴, 等. 中国碳市场的碳减排效应研究——基于市场机制与行政干预的协同作用视角[J]. 中国工业经济, 2021(8): 114-132. |
| Wu Y Y, Qi J, Xian Q, et al. The carbon emission reduction effect of China’s carbon market: From the perspective of the coordination between market mechanism and administrative intervention[J]. China Industrial Economics, 2021(8): 114-132. | |
| [18] | 杨豪, 潘颖豪, 才国伟. 碳排放总量控制、配置效率与产出收益[J]. 中国工业经济, 2023(7): 46-65. |
| Yang H, Pan Y H, Cai G W. Carbon emission regulation, allocation efficiency and output benefits[J]. China Industrial Economics, 2023(7): 46-65. | |
| [19] | Smulders S, Tsur Y, Zemel A. Announcing climate policy: Can a green paradox arise without scarcity?[J]. Journal of Environmental Economics and Management, 2012, 64(3): 364-376. |
| [20] | Streimikiene D, Roos I. GHG emission trading implications on energy sector in Baltic States[J]. Renewable and Sustainable Energy Reviews,2009,13(4): 854-862. |
| [21] | 胡珺, 方祺, 龙文滨. 碳排放规制、企业减排激励与全要素生产率——基于中国碳排放权交易机制的自然实验[J]. 经济研究, 2023, 58(4): 77-94. |
| Hu J, Fang Q, Long W B. Carbon emission regulation, corporate emission reduction incentive and total factor productivity: A natural experiment based on China’s carbon emission trading system[J]. Economic Research Journal, 2023, 58(4): 77-94. | |
| [22] | Zhang W, Li G, Guo F. Does carbon emissions trading promote green technology innovation in China?[J]. Applied Energy, 2022, 315: 119012. |
| [23] | 刘向强, 方祺, 胡珺. 中国碳排放权交易机制与实践: 基于微观企业股权资本成本的视角[J]. 中国软科学, 2024(5): 142-151. |
| Liu X Q, Fang Q, Hu J. Carbon emission trading mechanism and practice in China: From the perspective of cost of equity capital[J]. China Soft Science, 2024(5): 142-151. | |
| [24] | Dechezleprêtre A, Gennaioli C, Martin R, et al. Searching for carbon leaks in multinational companies[J]. Journal of Environmental Economics and Management, 2022, 112: 102601. |
| [25] | Besley T, Persson T. The political economics of green transitions[J]. The Quarterly Journal of Economics, 2023, 138(3): 1863-1906. |
| [26] | 李治国, 王杰. 中国碳排放权交易的空间减排效应: 准自然实验与政策溢出[J]. 中国人口·资源与环境, 2021, 31(1): 26-36. |
| Li Z G, Wang J. Spatial emission reduction effects of China’s carbon emissions trading: Quasi-natural experiments and policy spillovers[J]. China Population, Resources and Environment, 2021,31(1): 26-36. | |
| [27] | 马海良, 顾莹莹, 黄德春, 等. 环境规制、数字赋能对产业结构升级的影响及机理[J]. 中国人口·资源与环境, 2024, 34(3): 124-136. |
| Ma H L, Gu Y Y, Huang D C, et al. Impact and mechanisms of environmental regulation and digital empowerment on industrial structure upgrading[J]. China Population, Resources and Environment, 2024, 34(3): 124-136. | |
| [28] | 刘满凤, 程思佳. 碳排放权交易促进地区产业结构优化升级了吗?[J]. 管理评论, 2022, 34(7): 33-46. |
| Liu M F, Cheng S J. Does the carbon emission trading scheme promote the optimization and upgrading of regional industrial structure?[J]. Management Review, 2022, 34(7): 33-46. | |
| [29] | 王林辉, 王辉, 董直庆. 经济增长和环境质量相容性政策条件——环境技术进步方向视角下的政策偏向效应检验[J]. 管理世界, 2020, 36(3): 39-60. |
| Wang L H, Wang H, Dong Z Q. Policy conditions for compatibility between economic growth and environmental quality: A test of policy bias effects from the perspective of the direction of environmental technological progress[J].Journal of Management World, 2020, 36(3): 39-60. | |
| [30] | 王柯丹, 刘颖, 汪寿阳. 数据要素与绿色创新: 基于新质生产力视角[J]. 财经问题研究, 2024(9): 18-33. |
| Wang K D, Liu Y, Wang S Y. Data factors and green innovation: A perspective of new quality productive forces[J]. Research on Financial and Economic Issues, 2024(9): 18-33. | |
| [31] | Chen Y, Zhang D, Guo K, et al. Emission trading schemes and cross-border mergers and acquisitions[J]. Journal of Environmental Economics and Management, 2024, 124: 102949. |
| [32] | 黄帝, 陈剑, 周泓. 配额-交易机制下动态批量生产和减排投资策略研究[J].中国管理科学,2016, 24(4): 129-137. |
| Huang D, Chen J, Zhou H. Optimal production and emissions reduction investment policies in a dynamic lot sizing model under cap-and-trade[J]. Chinese Journal of Management Science, 2016, 24(4): 129-137. | |
| [33] | 周密, 郭佳宏, 王威华. 新质生产力导向下数字产业赋能现代化产业体系研究——基于补点、建链、固网三位一体的视角[J]. 管理世界, 2024, 40(7): 1-26. |
| Zhou M, Guo J H, Wang W H. Research on digital industry empowering the modern industrial system under the guidance of new quality productivity: Based on the perspective of supplementing nodes, establishing links and fixing networks[J]. Journal of Management World, 2024, 40(7): 1-26. | |
| [34] | 祝合良, 王春娟. “双循环”新发展格局战略背景下产业数字化转型: 理论与对策[J]. 财贸经济, 2021, 42(3): 14-27. |
| Zhu H L, Wang C J. Industry digitalization against the strategic background of the new development paradigm: Theory and countermeasures[J]. Finance & Trade Economics, 2021, 42(3): 14-27. | |
| [35] | Rehman S U, Giordino D, Zhang Q, et al. Twin transitions & industry 4.0: Unpacking the relationship between digital and green factors to determine green competitive advantage[J].Technology in Society, 2023, 73: 102227. |
| [36] | Sarpong K A, Xu W, Gyamfi B A, et al. A step towards carbon neutrality in E7: The role of environmental taxes, structural change, and green energy[J]. Journal of Environmental Management,2023,337: 117556. |
| [37] | 李健旋. 制造业与数字经济产业关联融合测度及异质性研究[J]. 中国管理科学, 2025,33(8):112-122. |
| Li J X. Research on the measurement of the association fusion between digital economy & manufacturing industry and its regional heterogeneity[J]. Chinese Journal of Management Science, 2025,33(8):112-122. | |
| [38] | 张洪胜, 杜雨彤, 张小龙. 产业数字化与国内大循环[J]. 经济研究, 2024, 59(5): 97-115. |
| Zhang H S, Du Y T, Zhang X L. Industrial digitalization and domestic circulation[J]. Economic Research Journal, 2024, 59(5): 97-115. | |
| [39] | Yuan S, Pan X. Inherent mechanism of digital technology application empowered corporate green innovation: Based on resource allocation perspective[J]. Journal of Environmental Management, 2023, 345: 118841. |
| [40] | 王寅, 杨宛谕, 蔡双立. 绿色数字经济与新质生产力协同发展的理论机制与实践路径——基于“技术-要素-产业”理论框架的组态分析[J]. 南开经济研究, 2024(12): 85-103. |
| Wang Y, Yang W Y, Cai S L. Theoretical mechanisms and practical pathways for the synergistic development of the green digital economy and new productive forces: A configurational analysis based on the “technology-factors-industry” theoretical framework[J]. Nankai Economic Studies, 2024(12): 85-103. | |
| [41] | Yadav S, Samadhiya A, Kumar A, et al. Achieving the sustainable development goals through net zero emissions: Innovation-driven strategies for transitioning from incremental to radical lean, green and digital technologies[J]. Resources, Conservation and Recycling, 2023, 197: 107094. |
| [42] | 金星晔, 左从江, 方明月, 等. 企业数字化转型的测度难题: 基于大语言模型的新方法与新发现[J]. 经济研究, 2024, 59(3): 34-53. |
| Jin X Y, Zuo C J, Fang M Y, et al. Measurement problem of enterprise digital transformation: New methods and findings based on large language models[J]. Economic Research Journal, 2024, 59(3): 34-53. | |
| [43] | 金灿阳, 徐蔼婷, 邱可阳. 中国省域数字经济发展水平测度及其空间关联研究[J]. 统计与信息论坛, 2022, 37(6): 11-21. |
| Jin C Y, Xu A T, Qiu K Y. Measurement of China’s provincial digital economy and its spatial correlation[J]. Journal of Statistics and Information, 2022, 37(6): 11-21. | |
| [44] | 李鹏, 金刚. 碳排放权交易政策的就业效应[J]. 经济学动态, 2025(1): 94-110. |
| Li P, Jin G. The employment effects of carbon emission trading policy[J]. Economic Perspectives, 2025(1): 94-110. | |
| [45] | Zhang X, Fan D. Research on the synergistic emission reduction effect of carbon emission trading and green financial policy[J]. Journal of Environmental Management, 2024, 367: 121924. |
| [46] | 张丽娜, 吴凤平, 张陈俊, 等. 流域水资源消耗结构与产业结构高级化适配性研究[J]. 系统工程理论与实践, 2020, 40(11): 3009-3018. |
| Zhang L N, Wu F P, Zhang C J, et al. The adaptability of basin water resources consumption structure and optimization of industrial structure[J]. Systems Engineering-Theory & Practice, 2020, 40(11): 3009-3018. | |
| [47] | 袁航, 朱承亮. 国家高新区推动了中国产业结构转型升级吗[J]. 中国工业经济, 2018(8): 60-77. |
| Yuan H, Zhu C L. Do national high-tech zones promote the transformation and upgrading of China’s industrial structure[J]. China Industrial Economics, 2018(8): 60-77. | |
| [48] | 马占新, 白洁, 田雨珍. 技术创新、效率改进与企业高质量增长的技术路径[J]. 中国管理科学,2024, DOI:10.16381/j.cnki.issn1003-207x.2023.1979 . |
| Ma Z X, Bai J, Tian Y Z. Technological innovation, efficiency improvement and the technological path of high-quality growth for enterprises[J]. Chinese Journal of Management Science,2024, DOI:10.16381/j.cnki.issn1003-207x.2023.1979 . | |
| [49] | 安景文, 刘颖. 文化创意产业细分行业发展效率异质性实证研究——以北京市为例[J]. 北京社会科学, 2015(5): 17-25. |
| An J W, Liu Y. Empirical analysis on heterogeneity of efficiency of cultural and creative sub-industries: The sample of Beijing[J]. Social Sciences of Beijing, 2015(5): 17-25. | |
| [50] | Chiu Y H, Chen Y C, Bai X J. Efficiency and risk in Taiwan banking: SBM super-DEA estimation[J]. Applied Economics, 2011, 43(5): 587-602. |
| [51] | 韩永辉, 黄亮雄, 王贤彬. 产业政策推动地方产业结构升级了吗?——基于发展型地方政府的理论解释与实证检验[J]. 经济研究, 2017, 52(8): 33-48. |
| Han Y H, Huang L X, Wang X B. Do industrial policies promote industrial structure upgrading? Theory and evidence from China’s development-oriented local government[J]. Economic Research Journal, 2017, 52(8): 33-48. | |
| [52] | 干春晖, 郑若谷, 余典范. 中国产业结构变迁对经济增长和波动的影响[J].经济研究, 2011, 46(5): 4-16, 31. |
| Gan C H, Zheng R G, Yu D F. The impact of China's industrial structure change on economic growth and fluctuations[J]. Economic Research Journal, 2011, 46(5): 4-16, 31. |
| [1] | Xiaohong Chen, Guanying Xu, Xuesong Xu, Guodong Yi, Jiale Tang, Tianshuo Liu. Transformations in Management Science under the Perspective of New Qualitative Productive Forces: Intrinsic Features, Real Challenges, and Development Pathways [J]. Chinese Journal of Management Science, 2025, 33(1): 14-21. |
| [2] | Pingping Ma, Ming Zhang, Yan Song. How Public Monitoring Based on the New Media Platform Can Promote Green Transformation of Enterprises: Based on the Synergistic Perspective of Development and Emission Reduction [J]. Chinese Journal of Management Science, 2024, 32(12): 71-87. |
| Viewed | ||||||
|
Full text |
|
|||||
|
Abstract |
|
|||||
|
||