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The potential of smart factories in reducing environmental emissions: the evidence from Chinese listed manufacturing firms

Author

Listed:
  • Weihua Liu

    (Tianjin University)

  • Jiahe Hou

    (Tianjin University)

  • Yang Cheng

    (Aalborg University)

  • Chaolun Yuan

    (Tianjin University)

  • Rui Lan

    (Tianjin University)

  • Hing Kai Chan

    (Nottingham University Business School China)

Abstract

The nature of smart factories to help manufacturing firms reducing environmental emissions has attracted the widespread attention of governments and industries. However, some research also worried that if smart factories were not effectively constructed, they may increase firms’ environmental emissions. To address this concern, we use PSM-progressive DID model to analyze the relationships between the construction of smart factories and environmental emissions, based on 144 Chinese listed manufacturing firms. The main findings are as follow. First, the construction of smart factories can lead to the short-term increase of 7.55% GHG emissions (1.001 tCO2e) and 4.12% air pollutants cost (1.011 $) per $M operation cost for firms. Second, the negative impact of smart factory construction on GHG emissions can be partially explained by physical technologies. Third, mimetic institution (industrial maturity of environment management system) can reduce the negative impact of smart factory construction, but coercive institution (government regulation) and normative institution (social media attention) have no significant moderating effect. With these findings, this study provides a clear understanding of how the construction of smart factories influences firms’ environmental sustainability and accordingly offers insights for business considering environmental objectives in smart factory development.

Suggested Citation

  • Weihua Liu & Jiahe Hou & Yang Cheng & Chaolun Yuan & Rui Lan & Hing Kai Chan, 2024. "The potential of smart factories in reducing environmental emissions: the evidence from Chinese listed manufacturing firms," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03623-z
    DOI: 10.1057/s41599-024-03623-z
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    1. Clemens, Bruce & Douglas, Thomas J., 2006. "Does coercion drive firms to adopt 'voluntary' green initiatives? Relationships among coercion, superior firm resources, and voluntary green initiatives," Journal of Business Research, Elsevier, vol. 59(4), pages 483-491, April.
    2. Yanpeng Chen & Wenjun Mai, 2024. "Investor attention and environmental performance of Chinese high-tech companies: the moderating effects of media attention and coverage sentiment," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    3. Ferrell, Allen & Liang, Hao & Renneboog, Luc, 2016. "Socially responsible firms," Journal of Financial Economics, Elsevier, vol. 122(3), pages 585-606.
    4. Christopher Marquis & Michael W. Toffel & Yanhua Zhou, 2016. "Scrutiny, Norms, and Selective Disclosure: A Global Study of Greenwashing," Organization Science, INFORMS, vol. 27(2), pages 483-504, April.
    5. Mohamed Abubakr & Adel T. Abbas & Italo Tomaz & Mahmoud S. Soliman & Monis Luqman & Hussien Hegab, 2020. "Sustainable and Smart Manufacturing: An Integrated Approach," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    6. Ferrell, Allen & Liang, Hao & Renneboog, Luc, 2016. "Socially responsible firms," Journal of Financial Economics, Elsevier, vol. 122(3), pages 585-606.
    7. Tsan‐Ming Choi & Subodha Kumar & Xiaohang Yue & Hau‐Ling Chan, 2022. "Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 9-31, January.
    8. Ilídio Barreto & Charles Baden‐Fuller, 2006. "To Conform or To Perform? Mimetic Behaviour, Legitimacy‐Based Groups and Performance Consequences," Journal of Management Studies, Wiley Blackwell, vol. 43(7), pages 1559-1581, November.
    9. Andrea Chiarini, 2021. "Industry 4.0 technologies in the manufacturing sector: Are we sure they are all relevant for environmental performance?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 3194-3207, November.
    10. Yang, Yang & Jia, Fu & Chen, Lujie & Wang, Yichuan & Xiong, Yu, 2021. "Adoption timing of OHSAS 18001 and firm performance: An institutional theory perspective," International Journal of Production Economics, Elsevier, vol. 231(C).
    11. Shengqing Xu, 2023. "China’s climate governance for carbon neutrality: regulatory gaps and the ways forward," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    12. Jing‐Lin Duanmu & Maoliang Bu & Russell Pittman, 2018. "Does market competition dampen environmental performance? Evidence from China," Strategic Management Journal, Wiley Blackwell, vol. 39(11), pages 3006-3030, November.
    13. Simone Cenci & Matteo Burato & Marek Rei & Maurizio Zollo, 2023. "The alignment of companies' sustainability behavior and emissions with global climate targets," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    14. 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).
    15. Osterrieder, Philipp & Budde, Lukas & Friedli, Thomas, 2020. "The smart factory as a key construct of industry 4.0: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 221(C).
    16. Ernst Fehr & Ivo Schurtenberger, 2018. "Normative foundations of human cooperation," Nature Human Behaviour, Nature, vol. 2(7), pages 458-468, July.
    17. Prayag Lal Yadav & Seung Hun Han & Hohyun Kim, 2017. "Sustaining Competitive Advantage Through Corporate Environmental Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 26(3), pages 345-357, March.
    18. Yuquan Meng & Yuhang Yang & Haseung Chung & Pil-Ho Lee & Chenhui Shao, 2018. "Enhancing Sustainability and Energy Efficiency in Smart Factories: A Review," Sustainability, MDPI, vol. 10(12), pages 1-28, December.
    19. Ye, Fei & Ouyang, You & Li, Yina, 2023. "Digital investment and environmental performance: The mediating roles of production efficiency and green innovation," International Journal of Production Economics, Elsevier, vol. 259(C).
    20. Bai, Chunguang & Dallasega, Patrick & Orzes, Guido & Sarkis, Joseph, 2020. "Industry 4.0 technologies assessment: A sustainability perspective," International Journal of Production Economics, Elsevier, vol. 229(C).
    21. Du, Juntao & Shen, Zhiyang & Song, Malin & Zhang, Linda, 2023. "Nexus between digital transformation and energy technology innovation: An empirical test of A-share listed enterprises," Energy Economics, Elsevier, vol. 120(C).
    22. Clarkson, Peter M. & Li, Yue & Richardson, Gordon D. & Vasvari, Florin P., 2008. "Revisiting the relation between environmental performance and environmental disclosure: An empirical analysis," Accounting, Organizations and Society, Elsevier, vol. 33(4-5), pages 303-327.
    23. Chengming Li & Meiyu Wen & Shaoxiang Jiang & Huaxing Wang, 2024. "Assessing the effect of urban digital infrastructure on green innovation: mechanism identification and spatial-temporal characteristics," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    24. Sachin Kamble & Angappa Gunasekaran & Neelkanth C. Dhone, 2020. "Industry 4.0 and lean manufacturing practices for sustainable organisational performance in Indian manufacturing companies," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1319-1337, March.
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