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Digitalization, Carbon Productivity and Technological Innovation in Manufacturing—Evidence from China

Author

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  • Gang Li

    (School of Economics and Management, Xi’an University of Posts and Telecommunications, Xi’an 710061, China)

  • Sen Lai

    (School of Modern Post, Xi’an University of Posts and Telecommunications, Xi’an 710061, China)

  • Mengyu Lu

    (School of Modern Post, Xi’an University of Posts and Telecommunications, Xi’an 710061, China)

  • Yonghong Li

    (School of Economics and Management, Xi’an University of Posts and Telecommunications, Xi’an 710061, China)

Abstract

Manufacturing is one of the vital carbon emission sources in China; its carbon emission reduction and carbon productivity improvement are the keys to the successful realization of “carbon peaking and carbon neutrality”. This paper investigates the impact of regional manufacturing digitalization on carbon productivity based on a panel data set covering 30 provinces in China over time from 2013 to 2020. We applied the mixed Ordinary Least-Squares (OLS) regression effect model and instrumental variable method, using a mediation effect model, and identified that technological innovation is the potential transmission channel of manufacturing digitalization affecting carbon productivity. The empirical results show that: (1) Digitalization of manufacturing can effectively contribute to increased carbon productivity. (2) Technological innovation plays a partial intermediary role in the impact of carbon productivity through the digitalization of manufacturing, and there is still much room for improvement. (3) Promoting the digitalization of manufacturing will promote technological innovation, which is an important influencing factor for manufacturing enterprises to enhance technological innovation. This research provides theoretical support for achieving carbon productivity in manufacturing in the context of digital development.

Suggested Citation

  • Gang Li & Sen Lai & Mengyu Lu & Yonghong Li, 2023. "Digitalization, Carbon Productivity and Technological Innovation in Manufacturing—Evidence from China," Sustainability, MDPI, vol. 15(14), pages 1-25, July.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:14:p:11014-:d:1193608
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    References listed on IDEAS

    as
    1. Ma, Qiang & Murshed, Muntasir & Khan, Zeeshan, 2021. "The nexuses between energy investments, technological innovations, emission taxes, and carbon emissions in China," Energy Policy, Elsevier, vol. 155(C).
    2. Cai, Shun & Chen, Xi & Bose, Indranil, 2013. "Exploring the role of IT for environmental sustainability in China: An empirical analysis," International Journal of Production Economics, Elsevier, vol. 146(2), pages 491-500.
    3. Jiang, Liangliang & Lin, Chen & Lin, Ping, 2014. "The determinants of pollution levels: Firm-level evidence from Chinese manufacturing," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 118-142.
    4. Robert Hoffmann & Chew-Ging Lee & Bala Ramasamy & Matthew Yeung, 2005. "FDI and pollution: a granger causality test using panel data," Journal of International Development, John Wiley & Sons, Ltd., vol. 17(3), pages 311-317.
    5. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    6. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    7. Hsiao, Shu-Hua, 2014. "PTE, innovation capital and firm value interactions in the biotech medical industry," Journal of Business Research, Elsevier, vol. 67(12), pages 2636-2644.
    8. Zhang, Chuanguo & Liu, Cong, 2015. "The impact of ICT industry on CO2 emissions: A regional analysis in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 12-19.
    9. Yi, Ming & Liu, Yafen & Sheng, Mingyue Selena & Wen, Le, 2022. "Effects of digital economy on carbon emission reduction: New evidence from China," Energy Policy, Elsevier, vol. 171(C).
    10. Yulian Peng & Jianqing Zhou & Miaoxin Lin & Dawei Feng, 2023. "The Impact of IT Capability on Corporate Green Technological Innovation: Evidence from Manufacturing Companies in China," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 22(01), pages 1-24, February.
    11. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
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    1. Wenxiang Peng & Yutao Lei & Xuan Zhang, 2023. "Analysis of China’s High-Carbon Manufacturing Industry’s Carbon Emissions in the Digital Process," Sustainability, MDPI, vol. 15(20), pages 1-35, October.

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