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Regulation automation and green innovation: Evidence from China's industrial firms

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  • Jin, Xin

Abstract

Stringent regulations can generate Hicksian induced innovation by minimizing compliance costs. Since 2013, China has progressively implemented the air quality automatic monitoring station initiative, significantly improving the standardization and efficacy of environmental regulation. This paper examines the impact of air quality monitoring stations on green innovation in industrial enterprises. By integrating geographical data on enterprises and monitoring stations, a distance-based difference-in-differences model is constructed. This study finds that the establishment of automatic monitoring stations within a 10-km radius of an enterprise leads to a 0.23% increase in green invention patents. From an external pressure perspective, the establishment of automatic monitoring stations strengthens public oversight and environmental enforcement. From an internal motivation perspective, it reduces corporate rent-seeking behavior and incentivizes firms to allocate more resources to innovation. Further analysis indicates that regulation automation exerts a stronger impact on green innovation in state-owned enterprises and firms near provincial borders, fostering energy technology development, reducing fossil fuel consumption, and thereby mitigating carbon dioxide emissions in the vicinity of enterprises.

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  • Jin, Xin, 2025. "Regulation automation and green innovation: Evidence from China's industrial firms," International Review of Economics & Finance, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:reveco:v:99:y:2025:i:c:s1059056025001637
    DOI: 10.1016/j.iref.2025.104000
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    as
    1. Zhang, Bing & Chen, Xiaolan & Guo, Huanxiu, 2018. "Does central supervision enhance local environmental enforcement? Quasi-experimental evidence from China," Journal of Public Economics, Elsevier, vol. 164(C), pages 70-90.
    2. Wang, Hua & Wheeler, David, 2005. "Financial incentives and endogenous enforcement in China's pollution levy system," Journal of Environmental Economics and Management, Elsevier, vol. 49(1), pages 174-196, January.
    3. Neal, Timothy, 2024. "Estimating the effectiveness of forest protection using regression discontinuity," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    4. Ghisetti, Claudia & Marzucchi, Alberto & Montresor, Sandro, 2015. "The open eco-innovation mode. An empirical investigation of eleven European countries," Research Policy, Elsevier, vol. 44(5), pages 1080-1093.
    5. Antoine Dechezleprêtre & Misato Sato, 2017. "The Impacts of Environmental Regulations on Competitiveness," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 183-206.
    6. Sebastian Axbard & Zichen Deng, 2024. "Informed Enforcement: Lessons from Pollution Monitoring in China," American Economic Journal: Applied Economics, American Economic Association, vol. 16(1), pages 213-252, January.
    7. Jean-Jacques Laffont & Jean Tirole, 1991. "The Politics of Government Decision-Making: A Theory of Regulatory Capture," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1089-1127.
    8. Blundell, Wesley, 2020. "When threats become credible: A natural experiment of environmental enforcement from Florida," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).
    9. Browne, Oliver R. & Gazze, Ludovica & Greenstone, Michael & Rostapshova, Olga, 2022. "Man vs. Machine : Technological Promise and Political Limits of Automated Regulation Enforcement," CAGE Online Working Paper Series 646, Competitive Advantage in the Global Economy (CAGE).
    10. Bai, Dongbei & Du, Lizhao & Xu, Yang & Abbas, Shujaat, 2023. "Climate policy uncertainty and corporate green innovation: Evidence from Chinese A-share listed industrial corporations," Energy Economics, Elsevier, vol. 127(PB).
    11. Anokhin, Sergey & Schulze, William S., 2009. "Entrepreneurship, innovation, and corruption," Journal of Business Venturing, Elsevier, vol. 24(5), pages 465-476, September.
    12. Paul Lanoie & Jérémy Laurent‐Lucchetti & Nick Johnstone & Stefan Ambec, 2011. "Environmental Policy, Innovation and Performance: New Insights on the Porter Hypothesis," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(3), pages 803-842, September.
    13. Ambec, Stefan & De Donder, Philippe, 2022. "Environmental policy with green consumerism," Journal of Environmental Economics and Management, Elsevier, vol. 111(C).
    14. Susmita Dasgupta & Benoit Laplante & Hua Wang & David Wheeler, 2002. "Confronting the Environmental Kuznets Curve," Journal of Economic Perspectives, American Economic Association, vol. 16(1), pages 147-168, Winter.
    15. Panle Jia Barwick & Shanjun Li & Liguo Lin & Eric Yongchen Zou, 2024. "From Fog to Smog: The Value of Pollution Information," American Economic Review, American Economic Association, vol. 114(5), pages 1338-1381, May.
    16. Pommeret, Aude & Yu, Xiaojun & Zhang, Lin, 2022. "Stringency of environmental policy in China: When pollution drives bribery," Economic Modelling, Elsevier, vol. 117(C).
    17. Ahlvik, Lassi & van den Bijgaart, Inge, 2024. "Screening green innovation through carbon pricing," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    18. Fan, Qingji & Kuper, Paul & Choi, Yun Hyeong & Choi, Seong-jin, 2021. "Does ICT development curb firms’ perceived corruption pressure? The contingent impact of institutional qualities and competitive conditions," Journal of Business Research, Elsevier, vol. 135(C), pages 496-507.
    19. Zhou, Peng & Song, Frank M. & Huang, Xiaoqi, 2023. "Environmental regulations and firms' green innovations: Transforming pressure into incentives," International Review of Financial Analysis, Elsevier, vol. 86(C).
    20. Zhang, Xingping & Liang, Yanni & Yu, Enhai & Rao, Rao & Xie, Jian, 2017. "Review of electric vehicle policies in China: Content summary and effect analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 698-714.
    21. Adam B. Jaffe & Karen Palmer, 1997. "Environmental Regulation And Innovation: A Panel Data Study," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 610-619, November.
    22. Gugler, Klaus & Szücs, Florian & Wiedenhofer, Thomas, 2024. "Environmental Policies and directed technological change," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    23. Zhao, Ziyi & Zhao, Yuhuan & Lv, Xin & Li, Xiaoping & Zheng, Lu & Fan, Shunan & Zuo, Sumin, 2024. "Environmental regulation and green innovation: Does state ownership matter?," Energy Economics, Elsevier, vol. 136(C).
    24. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    25. Bennear, Lori S. & Olmstead, Sheila M., 2008. "The impacts of the "right to know": Information disclosure and the violation of drinking water standards," Journal of Environmental Economics and Management, Elsevier, vol. 56(2), pages 117-130, September.
    26. Han, Chao & Li, Chongyu & Pei, Jiansuo & Wang, Chunhua, 2024. "Environmental regulation and intermediate imports: Firm-product-level evidence," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    27. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    28. Guojun He & Shaoda Wang & Bing Zhang, 2020. "Watering Down Environmental Regulation in China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2135-2185.
    29. Jaffe, Adam B. & Newell, Richard G. & Stavins, Robert N., 2005. "A tale of two market failures: Technology and environmental policy," Ecological Economics, Elsevier, vol. 54(2-3), pages 164-174, August.
    30. Hanwen Chen & Siyi Liu & Daoguang Yang & Di Zhang, 2023. "Automatic air pollution monitoring and corporate environmental disclosure: a quasi-natural experiment from China," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 14(3), pages 538-564, April.
    31. Huang, Xiaoqi & Liu, Wei & Zhang, Zhan & Zou, Xinyu & Li, Pujuan, 2023. "Quantity or quality: Environmental legislation and corporate green innovations," Ecological Economics, Elsevier, vol. 204(PB).
    32. Cao, Chunfang & Li, Xiaoyang & Xia, Changyuan, 2021. "The complicit role of local government authorities in corporate bribery: Evidence from a tax collection reform in China," China Economic Review, Elsevier, vol. 65(C).
    33. Shimshack, Jay P. & Ward, Michael B., 2008. "Enforcement and over-compliance," Journal of Environmental Economics and Management, Elsevier, vol. 55(1), pages 90-105, January.
    34. Zhang, Hua & Xu, Tiantian & Feng, Chao, 2022. "Does public participation promote environmental efficiency? Evidence from a quasi-natural experiment of environmental information disclosure in China," Energy Economics, Elsevier, vol. 108(C).
    35. Zhao, Congyu & Dong, Kangyin & Wang, Kun & Dong, Xiucheng, 2022. "How does energy trilemma eradication reduce carbon emissions? The role of dual environmental regulation for China," Energy Economics, Elsevier, vol. 116(C).
    36. Magali A. Delmas & Michael W. Toffel, 2008. "Organizational responses to environmental demands: opening the black box," Strategic Management Journal, Wiley Blackwell, vol. 29(10), pages 1027-1055, October.
    37. Gray, Wayne B. & Deily, Mary E., 1996. "Compliance and Enforcement: Air Pollution Regulation in the U.S. Steel Industry," Journal of Environmental Economics and Management, Elsevier, vol. 31(1), pages 96-111, July.
    38. Zhang, Huiming & Wan, Dayu & Sun, Chuanwang & Wu, Kai & Lin, Caixia, 2023. "Does political inspection promote corporate green innovation?," Energy Economics, Elsevier, vol. 123(C).
    39. Zhao, Li & Zhang, Ling & Sun, Jianxin & He, Pengfei, 2022. "Can public participation constraints promote green technological innovation of Chinese enterprises? The moderating role of government environmental regulatory enforcement," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    40. Yan, Zheming & Zhou, Zicheng & Du, Kerui, 2023. "How does environmental regulatory stringency affect energy consumption? Evidence from Chinese firms," Energy Economics, Elsevier, vol. 118(C).
    41. Li, Jiaman & Liu, Guixian & Dong, Jiajia, 2024. "Coordinated reduction effect of pollutant discharge fees on enterprises' pollutant and carbon emissions in China," Energy Economics, Elsevier, vol. 136(C).
    42. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
    43. Xie, Tingting & Yuan, Ye & Zhang, Hui, 2023. "Information, awareness, and mental health: Evidence from air pollution disclosure in China," Journal of Environmental Economics and Management, Elsevier, vol. 120(C).
    44. Shi, Xianwang & Ma, Jianteng & Jiang, Anxuan & Wei, Shuang & Yue, Leilei, 2023. "Green bonds: Green investments or greenwashing?," International Review of Financial Analysis, Elsevier, vol. 90(C).
    45. Mao, Yihuan & Lin, Yan, 2024. "Do more hands make work easier? Public supervision and corporate green innovation," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 1064-1083.
    46. de Frutos, Javier & Martín-Herrán, Guiomar, 2019. "Spatial effects and strategic behavior in a multiregional transboundary pollution dynamic game," Journal of Environmental Economics and Management, Elsevier, vol. 97(C), pages 182-207.
    47. Chen, Yan & Du, Kerui & Sun, Ruiqi & Wang, Tiantian, 2025. "Can strict environmental regulation reduce firm cost stickiness? Evidence from the new environmental protection law in China," Energy Economics, Elsevier, vol. 142(C).
    48. Chen, Zhongfei & Zhang, Xiao & Chen, Fanglin, 2021. "Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    49. Jiang, Lei & Yang, Linshuang & Wu, Qingyang & Zhang, Xinyue, 2024. "How does extreme heat affect carbon emission intensity? Evidence from county-level data in China," Economic Modelling, Elsevier, vol. 139(C).
    50. Yu, Zhen & Shen, Yiran & Jiang, Shengjun, 2022. "The effects of corporate governance uncertainty on state-owned enterprises' green innovation in China: Perspective from the participation of non-state-owned shareholders," Energy Economics, Elsevier, vol. 115(C).
    51. Shi, Xunpeng & Tian, Binbin & Yang, Longjian & Yu, Jian & Zhou, Siyang, 2023. "How do regulatory environmental policies perform? A case study of China's Top-10,000 enterprises energy-saving program," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    52. Liu, Xian & Wang, Wen & Huang, Shoujun, 2024. "Criminal enforcement and environmental performance: Evidence from China," Ecological Economics, Elsevier, vol. 224(C).
    53. Sun, Jianhua & Hou, Shaobo & Deng, Yuxia & Li, Huaicheng, 2024. "New media environment, green technological innovation and corporate productivity: Evidence from listed companies in China," Energy Economics, Elsevier, vol. 131(C).
    54. He, Yu & Lu, Shanglin & Wei, Ran & Wang, Shixuan, 2024. "Local media sentiment towards pollution and its effect on corporate green innovation," International Review of Financial Analysis, Elsevier, vol. 94(C).
    55. Michael Greenstone & Guojun He & Ruixue Jia & Tong Liu, 2022. "Can Technology Solve the Principal-Agent Problem? Evidence from China's War on Air Pollution," American Economic Review: Insights, American Economic Association, vol. 4(1), pages 54-70, March.
    56. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "How effective has the low-carbon city pilot policy been as an environmental intervention in curbing pollution? Evidence from Chinese industrial enterprises," Energy Economics, Elsevier, vol. 118(C).
    57. Cui, Liyuan & Chen, Zeyu & Huang, Yanfen & Yu, Huayi, 2024. "Window dressing: Changes in atmospheric pollution at boundaries in response to regional environmental policy in China," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    58. Sheila Olmstead & Jiameng Zheng, 2021. "Water Pollution Control in Developing Countries: Policy Instruments and Empirical Evidence," Review of Environmental Economics and Policy, University of Chicago Press, vol. 15(2), pages 261-280.
    59. Zheng, Qiaoqiao & Wan, Liang & Wang, Shanyong & Chen, Zexian & Li, Jun & Wu, Jie & Song, Malin, 2023. "Will informal environmental regulation induce residents to form a green lifestyle? Evidence from China," Energy Economics, Elsevier, vol. 125(C).
    60. Ming, Zeng & Song, Xue & Mingjuan, Ma & Xiaoli, Zhu, 2013. "New energy bases and sustainable development in China: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 169-185.
    61. Pargal, Sheoli & Wheeler, David, 1996. "Informal Regulation of Industrial Pollution in Developing Countries: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1314-1327, December.
    62. Feng, Tong & Sun, Yuechi & Shi, Yating & Ma, Jie & Feng, Chunmei & Chen, Zhenni, 2024. "Air pollution control policies and impacts: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    63. Jing‐Yue Liu & Yue‐Jun Zhang & Charles H. Cho, 2023. "Corporate environmental information disclosure and green innovation: The moderating effect of CEO visibility," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 3020-3042, November.
    64. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    65. Dong, Zhaoyingzi & Wang, Shaojian & Zhang, Weiwen & Shen, Huijun, 2022. "The dynamic effect of environmental regulation on firms’ energy consumption behavior-Evidence from China's industrial firms," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
    66. Liao, Jiaqi & Zhang, Ning, 2024. "Environmental regulation and manufacturing employment: Evidence from China's Eleventh Five-Year Plan," China Economic Review, Elsevier, vol. 87(C).
    67. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    68. Gupta, Shreekant & Saksena, Shalini & Baris, Omer F., 2019. "Environmental enforcement and compliance in developing countries: Evidence from India," World Development, Elsevier, vol. 117(C), pages 313-327.
    69. Zhou, Zhifang & Han, Shangjie & Huang, Zhiying & Cheng, Xu, 2023. "Anti-corruption and corporate pollution mitigation: Evidence from China," Ecological Economics, Elsevier, vol. 208(C).
    70. Hao, Xiaoli & Miao, Erxiang & Sun, Qingyu & Li, Ke & Wen, Shufang & Xue, Yan, 2024. "The impact of digital government on corporate green innovation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    71. Wang, Zhenxuan & Zhang, Junjie, 2023. "The value of information disclosure: Evidence from mask consumption in China," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    72. Hu, Guoqiang & Wang, Xiaoqi & Wang, Yu, 2021. "Can the green credit policy stimulate green innovation in heavily polluting enterprises? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 98(C).
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