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Intelligent manufacturing and green innovation along the supply chain

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  • Mao, Qilin
  • Shi, Buchao

Abstract

This paper analyzes the effect of intelligent manufacturing on green innovation from the perspective of the supply chain. Combining the implementation of China's Intelligent Manufacturing Pilot Demonstration Projects and customer-supplier matching data for Chinese listed firms, we demonstrate that customer engagement in these projects significantly enhances supplier green innovation. This effect is primarily driven by accelerated green knowledge spillover, improved supply chain efficiency and environmental attention, rather than by stakeholder pressure or strategic alliances. By categorizing green innovation based on changes in production methods and levels of novelty, we find that customer engagement in IM Pilot Demonstration Projects primarily promotes cleaner production innovation and explorative innovation among suppliers. Moreover, this positive effect is more pronounced for suppliers who possess a forward-looking strategic orientation and greater absorptive capacity. These findings contribute to the existing literature by shedding light on the underexplored spillover effects of intelligent manufacturing on green innovation and provide policy inspirations for promoting sustainable and high-quality green development.

Suggested Citation

  • Mao, Qilin & Shi, Buchao, 2026. "Intelligent manufacturing and green innovation along the supply chain," Economic Modelling, Elsevier, vol. 154(C).
    • Handle: RePEc:eee:ecmode:v:154:y:2026:i:c:s0264999325003815
    DOI: 10.1016/j.econmod.2025.107386
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    as
    1. Dai, Rui & Liang, Hao & Ng, Lilian, 2021. "Socially responsible corporate customers," Journal of Financial Economics, Elsevier, vol. 142(2), pages 598-626.
    2. Cohen, Shira & Kadach, Igor & Ormazabal, Gaizka, 2023. "Institutional investors, climate disclosure, and carbon emissions," Journal of Accounting and Economics, Elsevier, vol. 76(2).
    3. Guan, Jiancheng & Liu, Na, 2016. "Exploitative and exploratory innovations in knowledge network and collaboration network: A patent analysis in the technological field of nano-energy," Research Policy, Elsevier, vol. 45(1), pages 97-112.
    4. Dan Huang & Jie Cheng & Xiaofeng Quan & Yanling Wu, 2024. "Managerial attention to environmental protection and corporate green innovation," Review of Quantitative Finance and Accounting, Springer, vol. 63(3), pages 1047-1081, October.
    5. Paul Brockman & Musa Subasi & Jeff Wang & Eliza Zhang, 2024. "Do Credit Rating Agencies Learn from the Options Market?," Management Science, INFORMS, vol. 70(11), pages 7851-7867, November.
    6. Pan, Xin & Chen, Xuanjin & Qiu, Shumin, 2024. "Pushing boundaries or overstepping? Exploring the paradoxical impact of radical innovation on government subsidies in Chinese SMEs," Technovation, Elsevier, vol. 132(C).
    7. Du, Gang & Yu, Meng & Sun, Chuanwang & Han, Zhao, 2021. "Green innovation effect of emission trading policy on pilot areas and neighboring areas: An analysis based on the spatial econometric model," Energy Policy, Elsevier, vol. 156(C).
    8. Mayer, Kyle J. & Teece, David J., 2008. "Unpacking strategic alliances: The structure and purpose of alliance versus supplier relationships," Journal of Economic Behavior & Organization, Elsevier, vol. 66(1), pages 106-127, April.
    9. Marta Pizzetti & Lucia Gatti & Peter Seele, 2021. "Firms Talk, Suppliers Walk: Analyzing the Locus of Greenwashing in the Blame Game and Introducing ‘Vicarious Greenwashing’," Journal of Business Ethics, Springer, vol. 170(1), pages 21-38, April.
    10. Zhang, Aili & Zhu, Han & Sun, Xinyu, 2024. "Manufacturing intelligentization and technological innovation: Perspectives on intra-industry impacts and inter-industry technology spillovers," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    11. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    12. Brav, Alon & Jiang, Wei & Ma, Song & Tian, Xuan, 2018. "How does hedge fund activism reshape corporate innovation?," Journal of Financial Economics, Elsevier, vol. 130(2), pages 237-264.
    13. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1255-1321.
    14. Chen, Yutong & Chiplunkar, Gaurav & Sekhri, Sheetal & Sen, Anirban & Seth, Aaditeshwar, 2025. "How do political connections of firms matter during an economic crisis?," Journal of Development Economics, Elsevier, vol. 175(C).
    15. Jiang, Kun & Keller, Wolfgang & Qiu, Larry D. & Ridley, William, 2024. "International joint ventures and internal technology transfer vs. external technology spillovers: Evidence from China," Journal of International Economics, Elsevier, vol. 150(C).
    16. Li, Pingrui & Zhao, Xu, 2024. "The impact of digital transformation on corporate supply chain management: Evidence from listed companies," Finance Research Letters, Elsevier, vol. 60(C).
    17. Yang, Miying & Fu, Mingtao & Zhang, Zihan, 2021. "The adoption of digital technologies in supply chains: Drivers, process and impact," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    18. Dazhong Wu & Joe Teng & Sergey Ivanov & Julius Anyu, 2021. "Empirical Assessment of Bullwhip Effect in Supply Networks," International Journal of Information Systems and Supply Chain Management (IJISSCM), IGI Global Scientific Publishing, vol. 14(2), pages 69-87, April.
    19. Zhang, Bingbing & Wang, Ning & Yan, Zhijun & Sun, Chuanwang, 2023. "Does a mandatory cleaner production audit have a synergistic effect on reducing pollution and carbon emissions?," Energy Policy, Elsevier, vol. 182(C).
    20. Chemmanur, Thomas J. & Shen, Yao & Xie, Jing, 2023. "Innovation beyond firm boundaries: Strategic alliances and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 80(C).
    21. Ashesh Rambachan & Jonathan Roth, 2023. "A More Credible Approach to Parallel Trends," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(5), pages 2555-2591.
    22. Rosa Dangelico & Devashish Pujari, 2010. "Mainstreaming Green Product Innovation: Why and How Companies Integrate Environmental Sustainability," Journal of Business Ethics, Springer, vol. 95(3), pages 471-486, September.
    23. Changyun Wang & Chenyu Wang & Weixing Wu, 2023. "Customers' stock price crash risk and suppliers' investment inefficiency: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(5), pages 5069-5092, December.
    24. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation, and Work," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 197-236, National Bureau of Economic Research, Inc.
    25. Apeti, Ablam Estel & Edoh, Eyah Denise, 2023. "Tax revenue and mobile money in developing countries," Journal of Development Economics, Elsevier, vol. 161(C).
    26. Sears, Joshua B., 2018. "Post-acquisition integrative versus independent innovation: A story of dueling success factors," Research Policy, Elsevier, vol. 47(9), pages 1688-1699.
    27. Li, Hongyu & Lu, Zhiqiang & Zhang, Zhengping & Tanasescu, Cristina, 2025. "How does artificial intelligence affect manufacturing firms' energy intensity?," Energy Economics, Elsevier, vol. 141(C).
    28. Luo, Shuangcheng & Xiong, Zhiqiao & Liu, Jianjiang, 2024. "How does supply chain digitization affect green innovation? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 136(C).
    29. Purva Grover & Arpan Kumar Kar & Yogesh K. Dwivedi, 2022. "Understanding artificial intelligence adoption in operations management: insights from the review of academic literature and social media discussions," Annals of Operations Research, Springer, vol. 308(1), pages 177-213, January.
    30. Lu, Bingbin, 2013. "Expedited patent examination for green inventions: Developing countries' policy choices," Energy Policy, Elsevier, vol. 61(C), pages 1529-1538.
    31. Duan, Wenqi & Jiang, Mingming & Qi, Jianhong, 2024. "Poverty or pollution: The environmental cost of E-commerce for poverty reduction in China," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    32. Javed, Muzhar & Wang, Fangjun & Usman, Muhammad & Ali Gull, Ammar & Uz Zaman, Qamar, 2023. "Female CEOs and green innovation," Journal of Business Research, Elsevier, vol. 157(C).
    33. Karmaker, Shamal Chandra & Hosan, Shahadat & Chapman, Andrew J. & Saha, Bidyut Baran, 2021. "The role of environmental taxes on technological innovation," Energy, Elsevier, vol. 232(C).
    34. Kesidou, Effie & Wu, Lichao, 2020. "Stringency of environmental regulation and eco-innovation: Evidence from the eleventh Five-Year Plan and green patents," Economics Letters, Elsevier, vol. 190(C).
    35. Maravilhas, Sérgio & Martins, Joberto, 2019. "Strategic knowledge management a digital environment: Tacit and explicit knowledge in Fab Labs," Journal of Business Research, Elsevier, vol. 94(C), pages 353-359.
    36. Lin, Jing & Cao, Xiyang & Dong, Xiaoqi & An, Yunbi, 2024. "Environmental regulations, supply chain relationships, and green technological innovation," Journal of Corporate Finance, Elsevier, vol. 88(C).
    37. Longzheng Du & Zhenglin Zhang & Taiwen Feng, 2018. "Linking green customer and supplier integration with green innovation performance: The role of internal integration," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1583-1595, December.
    38. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    39. Toorajipour, Reza & Sohrabpour, Vahid & Nazarpour, Ali & Oghazi, Pejvak & Fischl, Maria, 2021. "Artificial intelligence in supply chain management: A systematic literature review," Journal of Business Research, Elsevier, vol. 122(C), pages 502-517.
    40. Lu, Keying & Zou, Tengjian & Du, Jian, 2024. "Two forms of customer involvement and new product development performance in the digital context: The moderating role of new product development stage," Technovation, Elsevier, vol. 134(C).
    41. Yu, Xiaojun & Li, Qiang & Zhang, Lin, 2024. "Major government customer and corporate environmental responsibility: Evidence from China," Journal of Business Research, Elsevier, vol. 183(C).
    42. Hohberger, Jan & Almeida, Paul & Parada, Pedro, 2015. "The direction of firm innovation: The contrasting roles of strategic alliances and individual scientific collaborations," Research Policy, Elsevier, vol. 44(8), pages 1473-1487.
    43. Timo Sohl & Timothy B. Folta, 2025. "Do Firms Proactively Build Internal Markets for Redeployment? Evidence from a Natural Experiment," Management Science, INFORMS, vol. 71(3), pages 2487-2507, March.
    44. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    45. Paolo Zeppini & Jeroen C. J. M. van den Bergh, 2011. "Competing Recombinant Technologies for Environmental Innovation: Extending Arthur's Model of Lock-In," Industry and Innovation, Taylor & Francis Journals, vol. 18(3), pages 317-334.
    46. Michael S. Aßländer & Julia Roloff & Dilek Zamantili Nayır, 2016. "Suppliers as Stewards? Managing Social Standards in First- and Second-Tier Suppliers," Journal of Business Ethics, Springer, vol. 139(4), pages 661-683, December.
    47. Mao, Jie & Wang, Chunhua & Yin, Haitao, 2023. "Corporate responses to air quality regulation: Evidence from a regional environmental policy in China," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    48. Garriga, Pablo & Tortarolo, Dario, 2024. "Firms as tax collectors," Journal of Public Economics, Elsevier, vol. 233(C).
    49. Haohan Luo & Ying Wu, 2023. "The unintended consequences of environmental tax for green innovation: evidence from China," Journal of Applied Economics, Taylor & Francis Journals, vol. 26(1), pages 2286566-228, December.
    50. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    51. Qiaoyi Chen & Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2025. "Regulating Conglomerates: Evidence from an Energy Conservation Program in China," American Economic Review, American Economic Association, vol. 115(2), pages 408-447, February.
    52. Ben Arfi, Wissal & Hikkerova, Lubica & Sahut, Jean-Michel, 2018. "External knowledge sources, green innovation and performance," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 210-220.
    53. Wang, Ailun & Hu, Shuo & Zhu, Mei & Wu, Mingxuan, 2024. "Customer contagion effects of voluntary environmental regulation: A supplier green innovation perspective," Energy Economics, Elsevier, vol. 132(C).
    54. Johnson, Prince Chacko & Laurell, Christofer & Ots, Mart & Sandström, Christian, 2022. "Digital innovation and the effects of artificial intelligence on firms’ research and development – Automation or augmentation, exploration or exploitation?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    55. Cai, Zhishan & Ma, Ding & Zhou, Rui & Zhang, Zhiwang, 2024. "Unraveling the impact of patent transfers on regional innovation: Empirical insights through the lens of entity relationships," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    56. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    57. Dongmin Kong & Chen Lin & Lai Wei & Jian Zhang, 2022. "Information Accessibility and Corporate Innovation," Management Science, INFORMS, vol. 68(11), pages 7837-7860, November.
    58. Jiang, Gaoyang & Peng, Jie & Liang, Xintong & Pan, Junyu, 2025. "Supply chain digitization and continuous green innovation: Evidence from China," Energy Economics, Elsevier, vol. 142(C).
    59. Wei, Xiahai & Jiang, Feng & Chen, Yu & Hua, Wenhui, 2024. "Towards green development: The role of intelligent manufacturing in promoting corporate environmental performance," Energy Economics, Elsevier, vol. 131(C).
    60. Yongqiang Chu & Xuan Tian & Wenyu Wang, 2019. "Corporate Innovation Along the Supply Chain," Management Science, INFORMS, vol. 67(6), pages 2445-2466, June.
    61. Gugler, Klaus & Szücs, Florian & Wiedenhofer, Thomas, 2024. "Environmental Policies and directed technological change," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    62. Demirel, Pelin & Kesidou, Effie, 2011. "Stimulating different types of eco-innovation in the UK: Government policies and firm motivations," Ecological Economics, Elsevier, vol. 70(8), pages 1546-1557, June.
    63. Jin, Minghui & Chen, Yang, 2024. "Has green innovation been improved by intelligent manufacturing?—Evidence from listed Chinese manufacturing enterprises," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    64. Yi, Zhaoying & Xu, Xiaowei & Wei, Minghai & Lin, Bingxuan, 2023. "Foreign institutional ownership externalities and supplier innovation," Journal of Corporate Finance, Elsevier, vol. 80(C).
    65. Feng Han & Qi Qin & Shengjie Zhou, 2025. "Suppliers’ AI adoption and customers’ carbon emissions: firm-level evidence from China," Applied Economics, Taylor & Francis Journals, vol. 57(24), pages 3281-3295, May.
    66. Rui Li & Jing Rao & Liangyong Wan, 2022. "The digital economy, enterprise digital transformation, and enterprise innovation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2875-2886, October.
    67. Ting Chen & Hagit Levy & Xiumin Martin & Ron Shalev, 2021. "Buying products from whom you know: personal connections and information asymmetry in supply chain relationships," Review of Accounting Studies, Springer, vol. 26(4), pages 1492-1531, December.
    68. Jin, Peizhen & Mangla, Sachin Kumar & Song, Malin, 2022. "The power of innovation diffusion: How patent transfer affects urban innovation quality," Journal of Business Research, Elsevier, vol. 145(C), pages 414-425.
    69. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    70. Ma, Dan & Zhu, Qing, 2022. "Innovation in emerging economies: Research on the digital economy driving high-quality green development," Journal of Business Research, Elsevier, vol. 145(C), pages 801-813.
    71. Jonathan Roth, 2022. "Pretest with Caution: Event-Study Estimates after Testing for Parallel Trends," American Economic Review: Insights, American Economic Association, vol. 4(3), pages 305-322, September.
    72. Dawei Liang & Yukun Pan, 2025. "The spillover effect of ESG disclosure quality: evidence from major customers," Applied Economics, Taylor & Francis Journals, vol. 57(60), pages 11044-11057, December.
    73. Peng Liang & Xinhui Sun & Luzhuang Qi, 2024. "Does artificial intelligence technology enhance green transformation of enterprises: based on green innovation perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21651-21687, August.
    74. Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," Boston University - Department of Economics - Working Papers Series dp-298, Boston University - Department of Economics.
    75. Cao, Guangyu & Liu, Chenran & Zhou, Li-An, 2023. "Suing the government under weak rule of law: Evidence from administrative litigation reform in China," Journal of Public Economics, Elsevier, vol. 222(C).
    76. Murtaza Hussain & Shaohua Yang & Umer Sahil Maqsood & R. M. Ammar Zahid, 2024. "Tapping into the green potential: The power of artificial intelligence adoption in corporate green innovation drive," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 4375-4396, July.
    77. 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).
    78. Isaksson, Olov H.D. & Simeth, Markus & Seifert, Ralf W., 2016. "Knowledge spillovers in the supply chain: Evidence from the high tech sectors," Research Policy, Elsevier, vol. 45(3), pages 699-706.
    79. Ma, Jing & Li, Qing & Zhao, Qiuyun & Liou, Jennhae & Li, Chen, 2024. "From bytes to green: The impact of supply chain digitization on corporate green innovation," Energy Economics, Elsevier, vol. 139(C).
    80. Ablam Estel Apeti & Eyah Denise Edoh, 2023. "Tax revenue and mobile money in developing countries," Post-Print hal-04712070, HAL.
    81. Di Vaio, Assunta & Palladino, Rosa & Pezzi, Alberto & Kalisz, David E., 2021. "The role of digital innovation in knowledge management systems: A systematic literature review," Journal of Business Research, Elsevier, vol. 123(C), pages 220-231.
    82. Nikolay Osadchiy & William Schmidt & Jing Wu, 2021. "The Bullwhip Effect in Supply Networks," Management Science, INFORMS, vol. 67(10), pages 6153-6173, October.
    83. Lian, Yonghui & He, Xiaoyue & Gao, Jieying, 2023. "Do customer ESG performance affect supplier innovation? Evidence from China's listed firms," Economics Letters, Elsevier, vol. 233(C).
    84. Liu, Hongxun & Zhang, Zihan, 2023. "The impact of managerial myopia on environmental, social and governance (ESG) engagement: Evidence from Chinese firms," Energy Economics, Elsevier, vol. 122(C).
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    • L50 - Industrial Organization - - Regulation and Industrial Policy - - - General
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

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