环境规制对绿色技术创新的影响研究——分阶段数字化转型的调节分析

肖雁飞; 张宝俪; 廖双红

doi:10.19571/j.cnki.1000-2995.2024.11.010

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科研管理 ›› 2024, Vol. 45 ›› Issue (11) : 99-108. DOI: 10.19571/j.cnki.1000-2995.2024.11.010

环境规制对绿色技术创新的影响研究——分阶段数字化转型的调节分析

肖雁飞 ¹^,² ,
张宝俪 ¹^,² ,
廖双红 ¹^,²

作者信息 +

Research on the impact of environmental regulation on green technology innovation: An analysis of the moderating effect of phased digital transformation

Xiao Yanfei ¹^,² ,
Zhang Baoli ¹^,² ,
Liao Shuanghong ¹^,²

Author information +

文章历史 +

摘要

环境规制是促进绿色技术创新的动力之一,而其对绿色技术创新的影响却具有正负两面性,数字化转型则能有效解决环境规制的负作用。本文基于双向固定模型和门限回归模型探究环境规制对绿色技术创新的影响及数字化转型在二者间的调节效应。研究发现:总体而言中国环境规制实施对绿色技术创新表现出显著的抑制作用,而数字化转型主要通过降低企业生产成本路径能对环境规制促进绿色技术创新产生正向调节作用;进一步分阶段数字化转型研究表明,数字化融合是降低企业生产成本的主要手段且对两者关系的调节效应存在非线性特征。因此,政府应同步推进环境规制与数字化转型,更好地发挥数字化转型在环境规制激励绿色技术创新中的正向调节作用,同时也要加大对企业环境规制遵循成本与数字化转型投入成本的补贴力度,以此抵消企业生产成本增加、扩大数字化融合规模。

Abstract

Environmental regulation is one of the driving forces to promote green technology innovation, and its impact on green technology innovation has both positive and negative effects. Digital transformation can effectively solve the negative effects of environmental regulation. Based on the two-way fixed model and threshold regression model, this paper explored the impact of environmental regulation on green technology innovation and the moderating effect of digital transformation between them. The study found that: in general, the implementation of environmental regulation in China has a significant inhibitory effect on green technology innovation, and digital transformation can positively regulate environmental regulation to promote green technology innovation mainly by reducing the production cost path of enterprises. Further research on phased digital transformation showed that digital integration is the main means to reduce the production cost of enterprises and has nonlinear characteristics in regulating the relationship between the two. Therefore, the government should simultaneously promote environmental regulation and digital transformation, and better play the positive role of digital transformation in environmental regulation to stimulate green technology innovation. At the same time, it should also increase subsidies for corporate environmental regulation compliance costs and digital transformation input costs, so as to offset the increase in corporate production costs and expand the scale of digital integration.

导出引用

肖雁飞, 张宝俪, 廖双红. 环境规制对绿色技术创新的影响研究——分阶段数字化转型的调节分析[J]. 科研管理. 2024, 45(11): 99-108 https://doi.org/10.19571/j.cnki.1000-2995.2024.11.010

Xiao Yanfei, Zhang Baoli, Liao Shuanghong. Research on the impact of environmental regulation on green technology innovation: An analysis of the moderating effect of phased digital transformation[J]. Science Research Management. 2024, 45(11): 99-108 https://doi.org/10.19571/j.cnki.1000-2995.2024.11.010

中图分类号： F224;C811

参考文献

列表( 原文顺序 | 文献年度倒序 | 文中引用次数倒序 ) 可视化分析

[1]	PORTER M E, VAN DER LINED C. Toward a new conception of the environment competitiveness relationship[J]. Journal of Economic Perspectives, 1995(4):97-118. 本文引用 [1]

[2]	KRYSIAK F C. Environmental regulation, technological diversity, and the dynamics of technologicalchange[J]. Journal of Economic Dynamics and Control, 2011(35): 528-544. 本文引用 [1]

[3]	YUAN B L, REN S G, CHEN X L. Can environmental regulation promote the coordinated development of economy and environment in China's manufacturing industry? A panel data analysis of 28 sub-sectors[J]. Journal of Cleaner Production, 2017, 149(15):11-24. 本文引用 [1]

[4]	肖旭, 戚聿东. 数字化转型的价值维度与理论逻辑[J]. 改革, 2019(8):61-70. XIAO Xu, QI Yudong. Value dimension and theoretical logic of digital transformation[J]. Reform, 2019(8):61-70. 本文引用 [3]

[5]	YOO Y, BOLAND R J, LYYTINE K, et al. Organizing for innovation in the digitized word[J]. Organization Science, 2012, 23(5):1398-1408. 本文引用 [2]

[6]	陈晓红, 李杨扬, 宋丽洁, 等. 数字经济理论体系与研究展望[J]. 管理世界, 2022, 38(2):208-224+13-16. CHEN Xiaohong, LI Yangyang, SONG Lijie, et al. Theoretical system and research prospect of digital economy[J]. Journal of Management World, 2022, 38(2) : 208-224 + 13-16. 本文引用 [2]

[7]	DENG H, BAI G, SHEN Z, et al. Digital economy and its spatial effect on green productivity gains in manufacturing: Evidence from China[J]. Journal of Cleaner Production, 2022(378):1-11. 本文引用 [2]

[8]	王娟茹, 张渝. 环境规制、绿色技术创新意愿与绿色技术创新行为[J]. 科学学研究, 2018, 36(2):352-360. WANG Juanru, ZHANG YU. Environmental regulation, green technology innovation willingness and green technology innovation behavior[J]. Studies in Science of Science, 2018, 36(2):352-360. 本文引用 [1]

[9]

李斌, 彭星, 欧阳铭珂. 环境规制、绿色全要素生产率与中国工业发展方式转变:基于36个工业行业数据的实证研究[J]. 中国工业经济, 2013(4):56-68.

Bin

, PENG

Xing

, OUYANGMingke. Environmental regulation, green total factor productivity and the transformation of China's industrial development mode: An empirical study based on data from 36 industrial sectors[J]. China Industrial Economics, 2013(4):56-68.

本文引用 [1]

[10]

许晓燕, 赵定涛, 洪进. 绿色技术创新的影响因素分析:基于中国专利的实证研究[J]. 中南大学学报(社会科学版), 2013, 19(2):29-33.

Xiaoyan

, ZHAO

Dingtao

, HONG

Jin

. Analysis of the influencing factors of green technology innovation: An empirical study based on Chinese patents[J]. Journal of Central South University (Social Sciences), 2013, 19(2):29-33.

本文引用 [1]

[11]	刘海曼, 龙建成, 申尊焕. 数字化转型对企业绿色创新的影响研究[J]. 科研管理, 2023, 44(10):22-34. LIU Haiman, LONG Jiancheng, SHEN Zunhuan. Research on the impact of digital transformation on enterprise green innovation[J]. Science Research Management, 2023, 44(10):22-34. 本文引用 [1]

[12]

宋德勇, 朱文博, 丁海. 企业数字化能否促进绿色技术创新?:基于重污染行业上市公司的考察[J]. 财经研究, 2022, 48(4):34-48.

SONG

Deyong

, ZHU

Wenbo

, DING

Hai

. Can enterprise digitization promote green technology innovation? Based on the investigation of listed companies in heavy polluting industries[J]. Journal of Finance and Economics, 2022, 48(4):34-48.

本文引用 [1]

[13]	罗瑾琏, 王象路, 耿新. 数字化转型对企业创新产出的非线性影响研究[J]. 科研管理, 2023, 44(8):1-10. LUO Jinlian, WANG Xianglu, GENG Xin. Research on the nonlinear impact of digital transformation on enterprise innovation output[J]. Science Research Management, 2023, 44(8):1-10. 本文引用 [2]

[14]	LIU D, LI Y, YOU J, et al. Digital inclusive finance and green total factor productivity growth in rural areas[J]. Journal of Cleaner Production, 2023(418): 1-7. 本文引用 [1]

[15]

韩艳旗, 吕惠, 史金平. 互联网发展、环境规制与高技术产业绿色创新效率:以长江经济带为例[J]. 长江流域资源与环境, 2022, 31(11):2382-2392.

HAN

Yanqi

, LYU

Hui

, SHI

Jinping

. Internet development, environmental regulation and green innovation efficiency of high-tech industries: Taking the Yangtze River Economic Belt as an example[J]. Resources and Environment in the Yangtze Basin, 2022, 31(11):2382-2392.

本文引用 [1]

[16]	张帆, 施震凯, 武戈. 数字经济与环境规制对绿色全要素生产率的影响[J]. 南京社会科学, 2022(6):12-20+29. ZHANG Fan, SHI Zhenkai, WU Ge. The impact of digital economy and environmental regulation on green total factor productivity[J]. Nanjing Journal of Social Sciences, 2022(6):12-20+29. 本文引用 [1]

[17]	原毅军, 陈喆. 环境规制、绿色技术创新与中国制造业转型升级[J]. 科学学研究, 2019, 37(10):1902-1911. YEAN Yijun, CHEN Zhe. Environmental regulation, green technology innovation and the transformation and upgrading of China's manufacturing industry[J]. Studies in Science of Science, 2019, 37(10):1902-1911. 本文引用 [1]

[18]	李新安. 环境规制、政府补贴与区域绿色技术创新[J]. 经济经纬, 2021, 38(3):14-23. LI Xin'an. Environmental regulation, government subsidies and regional green technology innovation[J]. Economic Survey, 2021, 38(3):14-23. 本文引用 [1]

[19]	蔡跃洲, 陈楠. 新技术革命下人工智能与高质量增长、高质量就业[J]. 数量经济技术经济研究, 2019(5):3-22. CAI Yuezhou, CHEN Nan. Artificial intelligence and high-quality growth, high-quality employment under the new technological revolution[J]. Quantitative Economic and Technical Economic Research, 2019(5): 3-22. 本文引用 [1]

[20]	HAN A, LIU P, WANG B, et al. E-commerce development and its contribution to agricultural non-point source pollution control: Evidence from 283 cities in China[J]. Journal of Environmental Management, 2023(344): 1-15. 本文引用 [1]

[21]	AUTIO E, NAMBISAN S, THOMAS L, et al. Digital affordances, spatial affordances, and the entrepreneurial ecosystems[J]. Strategic Entrepreneurship Journal, 2018, 12(1):72-95. 本文引用 [1]

[22]	武宵旭, 任保平. 数字经济背景下要素资源配置机制重塑的路径与政策调整[J]. 经济体制改革, 2022(2):5-10. WU Xiaoxu, REN Baoping. The path and policy adjustment of factor resource allocation mechanism remodeling under the background of digital economy[J]. Reform of Economic System, 2022(2):5-10. 本文引用 [1]

[23]	张杰, 王文凯. 方言多样化和企业创新:中国的事实及机制[J]. 金融研究, 2022(3):135-151. ZHANG Jie, WANG Wenkai. Dialect diversification and enterprise innovation: Facts and mechanisms in China[J]. Journal of Financial Research, 2022(3):135-151. 本文引用 [1]

[24]	曹伟, 冯颖姣, 余晨阳, 等. 人民币汇率变动、企业创新与制造业全要素生产率[J]. 经济研究, 2022, 57(3):65-82. CAO Wei, FENG Yingjiao, YU Chenyang, et al. RMB exchange rate changes, enterprise innovation and manufacturing total factor productivity[J]. Economic Research Journal, 2022, 57(3):65-82. 本文引用 [1]

[25]	HANSEN B E. Threshold effects in non-dynamic panels: Estimation, testing, and inference[J]. Journal of Population Economics, 1999, 93(2):345-368. 本文引用 [1]

[26]

郭丰, 杨上广, 柴泽阳. 企业数字化转型促进了绿色技术创新的“增量提质”吗?:基于中国上市公司年报的文本分析[J]. 南方经济, 2023(2):146-162.

GUO

Feng

, YANG

Shangguang

, CHAI

Zeyang

. Does the digital transformation of enterprises promote the "incremental quality improvement" of green technology innovation? Textual analysis based on annual reports of Chinese listed companies [J]. South China Journal of Economics,2023(2):146-162.

本文引用 [1]

[27]

李虹, 邹庆. 环境规制、资源禀赋与城市产业转型研究:基于资源型城市与非资源型城市的对比分析[J]. 经济研究, 2018, 53(11):182-198.

Hong

, ZOU

Qing

. Environmental regulation, resource endowment and urban industrial transformation: A comparative analysis of resource-based cities and non-resource-based cities[J]. Economic Research Journal, 2018, 53(11):182-198.

本文引用 [1]

[28]	杨文溥. 中国数字化转型测度及区域收敛性研究[J]. 经济体制改革, 2022,(1):111-118. YANG Wenpu. Research on China's digital transformation measurement and regional convergence[J]. Reform of Economic System, 2022,(1):111-118. 本文引用 [1]

[29]	苏屹, 支鹏飞, 郭秀芳. 区域数字经济规模测算及其对区域创新的影响[J]. 科研管理, 2023, 44(9):29-38. SU Yi, ZHI Pengfei, GUO Xiufang. Measurement of regional digital economy scale and its impact on regional innovation[J]. Science Research Management, 2023, 44(9):29-38. 本文引用 [1]

[30]	欧阳晓灵, 张骏豪, 杜刚. 环境规制与城市绿色技术创新:影响机制与空间效应[J]. 中国管理科学, 2022, 30(12):141-151. OUYANG Xiaoling, ZHANG Junhao, DU Gang. Environmental regulation and urban green technology innovation: Impact mechanism and spatial effect[J]. Chinese Journal of Management Science, 2022, 30(12):141-151. 本文引用 [1]

[31]	肖权, 赵路. 异质性环境规制、FDI与中国绿色技术创新效率[J]. 现代经济探讨, 2020(4):29-40. XIAO Quan, ZHAO Lu. Heterogeneous environmental regulation, FDI and China's green technology innovation efficiency[J]. Modern Economic Research, 2020(4):29-40. 本文引用 [1]

[32]

孙浩, 郭劲光. 环境规制和产业集聚对能源效率的影响与作用机制:基于空间效应的视角[J]. 自然资源学报, 2022, 37(12):3234-3251.

SUN

Hao

, GUO

Jinguang

. The impact and mechanism of environmental regulation and industrial agglomeration on energy efficiency: A perspective based on spatial effects[J]. Journal of Natural Resources, 2022, 37(12): 3234-3251.

本文引用 [1]

[33]

贾军, 魏洁云, 王悦. 环境规制对中国OFDI的绿色技术创新影响差异分析:基于异质性东道国视角[J]. 研究与发展管理, 2017, 29(6):81-90.

JIA

Jun

, WEI

Jieyun

, WANG

Yue

. Analysis of the difference in the impact of environmental regulation on green technology innovation of China's OFDI: Based on the perspective of heterogeneous host countries[J]. R & D Management, 2017, 29(6):81-90.

本文引用 [1]