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Unlocking ESG Performance Through Intelligent Manufacturing: The Roles of Transparency, Green Innovation, and Supply Chain Collaboration

Author

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  • Hui Huang

    (Department of Economics and Law, Concord University College Fujian Normal University, Fuzhou 350117, China)

  • Jing Yang

    (School of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou 350001, China)

  • Changman Ren

    (School of Business Management, Ningde Normal University, Ningde 352000, China)

Abstract

With the advancement of global sustainable development goals and the introduction of the ‘dual-carbon’ strategy, intelligent manufacturing (IM) has become an important pathway to promote the transformation and upgrading of enterprises. However, the ways in which IM enhances environmental, social, and corporate governance (ESG) performance, along with its potential mechanisms, remain unexplored. This study employs a two-way fixed-effects model with panel data from 4417 Chinese listed firms spanning the period 2009–2022 to examine these relationships. It is found that IM significantly improves corporate ESG performance. Robustness tests confirm the reliability of these results, and mechanism analysis highlights the mediating effects of information transparency, green technology innovation, and supply chain collaborative innovation. Furthermore, the heterogeneity analysis indicates that IM has a notably stronger effect in high-carbon-emission sectors, state-owned enterprises, and high-tech industries. This suggests that policymakers should design differentiated policies based on industry and firm characteristics to promote the adoption of IM and foster sustainable development strategies. This research contributes to expanding the theoretical understanding of how IM affects ESG while also providing empirical evidence for enterprises and governments to promote green transformation.

Suggested Citation

  • Hui Huang & Jing Yang & Changman Ren, 2024. "Unlocking ESG Performance Through Intelligent Manufacturing: The Roles of Transparency, Green Innovation, and Supply Chain Collaboration," Sustainability, MDPI, vol. 16(23), pages 1-27, December.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:23:p:10724-:d:1538362
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    References listed on IDEAS

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    1. Leiting, Ann-Kathrin & De Cuyper, Lien & Kauffmann, Christian, 2022. "The Internet of Things and the case of Bosch: Changing business models while staying true to yourself," Technovation, Elsevier, vol. 118(C).
    2. Xiu Jie Deng & Man Qing Yuan & Cai Yi Luo, 2024. "Corporate digital transformation, market competition, and the environmental performance—Microevidence from Chinese manufacturing," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3279-3298, May.
    3. Tao Feng, 2023. "Do Intelligent Manufacturing Concerns Promote Corporate Sustainability? Based on the Perspective of Green Innovation," Sustainability, MDPI, vol. 15(14), pages 1-21, July.
    4. Cui, Lin & Wang, Yanshu, 2023. "Can corporate digital transformation alleviate financial distress?," Finance Research Letters, Elsevier, vol. 55(PB).
    5. Wu, Keping & Fu, Yumei & Kong, Dongmin, 2022. "Does the digital transformation of enterprises affect stock price crash risk?," Finance Research Letters, Elsevier, vol. 48(C).
    6. Sung-Wook Choi & Yong Jae Shin, 2023. "Role of Smart Farm as a Tool for Sustainable Economic Growth of Korean Agriculture: Using Input–Output Analysis," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    7. Pandwe Aletha Gibson, 2023. "Shortening the Supply Chain through Smart Manufacturing and Green Technology," Sustainability, MDPI, vol. 15(22), pages 1-10, November.
    8. Lipeng Sun & Nur Ashikin Mohd Saat, 2023. "How Does Intelligent Manufacturing Affect the ESG Performance of Manufacturing Firms? Evidence from China," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    9. Gao, Wei & Liu, Zebin, 2023. "Green credit and corporate ESG performance: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    10. Arthur Lewbel, 1997. "Constructing Instruments for Regressions with Measurement Error when no Additional Data are Available, with an Application to Patents and R&D," Econometrica, Econometric Society, vol. 65(5), pages 1201-1214, September.
    11. Fu, Shaoyan & Liu, Dehai & Huang, Fuqiang, 2024. "Synergistic effect of government policy and market mechanism on the innovation of new energy vehicle enterprises," Energy, Elsevier, vol. 295(C).
    12. Fang, Mingyue & Nie, Huihua & Shen, Xinyi, 2023. "Can enterprise digitization improve ESG performance?," Economic Modelling, Elsevier, vol. 118(C).
    13. Hao Lv & Beibei Shi & Nan Li & Rong Kang, 2022. "Intelligent Manufacturing and Carbon Emissions Reduction: Evidence from the Use of Industrial Robots in China," IJERPH, MDPI, vol. 19(23), pages 1-20, November.
    14. Song, Jiayi, 2024. "Corporate ESG performance and human capital investment efficiency," Finance Research Letters, Elsevier, vol. 62(PB).
    15. Weijia Li & Ziyang Liu, 2023. "Social, Environmental, and Governance Factors on Supply-Chain Performance with Mediating Technology Adoption," Sustainability, MDPI, vol. 15(14), pages 1-15, July.
    16. Yang, Haochang & Li, Lianshui & Liu, Yaobin, 2022. "The effect of manufacturing intelligence on green innovation performance in China," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    17. Ma, Shuaiyin & Huang, Yuming & Liu, Yang & Kong, Xianguang & Yin, Lei & Chen, Gaige, 2023. "Edge-cloud cooperation-driven smart and sustainable production for energy-intensive manufacturing industries," Applied Energy, Elsevier, vol. 337(C).
    18. Xiangan Ding & Zhonglin Sheng & Andrea Appolloni & Mohsin Shahzad & Shaojie Han, 2024. "Digital transformation, ESG practice, and total factor productivity," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 4547-4561, July.
    19. Wen Liang & Simiao Song & Ying Xie & Sanhong Liu, 2024. "The Roles of Directors from Related Industries on Enterprise Innovation," Sustainability, MDPI, vol. 16(16), pages 1-25, August.
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