IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i7p2655-d1362819.html
   My bibliography  Save this article

Can the Synergy of Digitalization and Servitization Boost Carbon-Related Manufacturing Productivity? Evidence from China’s Provincial Panel Data

Author

Listed:
  • Gang Li

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

  • Yanan Chen

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

  • Yan Cheng

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

Abstract

With the goal of carbon peaking and neutrality, carbon productivity has become a means of sustainability in manufacturing, and the impact of the synergy of digitalization and servitization (DSS) on carbon productivity (CP) deserves in-depth study. Based on data with respect to manufacturing in 30 provinces in China from 2013 to 2020, a coupled coordination degree model is used to calculate the degree of manufacturing coordination. A regression effect model is used to explore the intrinsic mechanism of the impact of DSS on CP. The main results show the following: (1) The DSS in manufacturing positively contributes to enhancing CP, and there are non-linear features in both. (2) Technological innovation can contribute to the impact of DSS on CP, as does industry structure, and there is a mediating effect between the two. (3) When economic growth is used as the threshold, DSS and CP reflect a positive “U” relationship. Based on the above findings, policy recommendations are made to promote the sustainable development of manufacturing.

Suggested Citation

  • Gang Li & Yanan Chen & Yan Cheng, 2024. "Can the Synergy of Digitalization and Servitization Boost Carbon-Related Manufacturing Productivity? Evidence from China’s Provincial Panel Data," Sustainability, MDPI, vol. 16(7), pages 1-23, March.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:7:p:2655-:d:1362819
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/7/2655/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/16/7/2655/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wang, Jiangquan & Ma, Xiaowei & Zhang, Jun & Zhao, Xin, 2022. "Impacts of digital technology on energy sustainability: China case study," Applied Energy, Elsevier, vol. 323(C).
    2. Prasanta Kumar Dey & Chrisovaladis Malesios & Debashree De & Pawan Budhwar & Soumyadeb Chowdhury & Walid Cheffi, 2020. "Circular economy to enhance sustainability of small and medium‐sized enterprises," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2145-2169, September.
    3. Richard V Adkisson, 2009. "The Origin of Wealth: Evolution, Complexity, and the Radical Remaking of Economics," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 35(1), pages 133-135.
    4. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    5. Nair, Mahendhiran & Arvin, Mak B. & Pradhan, Rudra P. & Bahmani, Sahar, 2021. "Is higher economic growth possible through better institutional quality and a lower carbon footprint? Evidence from developing countries," Renewable Energy, Elsevier, vol. 167(C), pages 132-145.
    6. Saia, Artjom, 2023. "Digitalization and CO2 emissions: Dynamics under R&D and technology innovation regimes," Technology in Society, Elsevier, vol. 74(C).
    7. Shu-Chen Chang & Meng-Hua Li, 2019. "Impacts of Foreign Direct Investment and Economic Development on Carbon Dioxide Emissions Across Different Population Regimes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(2), pages 583-607, February.
    8. Ma, Ruiyang & Lin, Boqiang, 2023. "Digitalization and energy-saving and emission reduction in Chinese cities: Synergy between industrialization and digitalization," Applied Energy, Elsevier, vol. 345(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jiachao Peng & Hanfei Chen & Lei Jia & Shuke Fu & Jiali Tian, 2023. "Impact of Digital Industrialization on the Energy Industry Supply Chain: Evidence from the Natural Gas Industry in China," Energies, MDPI, vol. 16(4), pages 1-32, February.
    2. Lei, Xiao & Shen, Z.Y. & Štreimikienė, Dalia & Baležentis, Tomas & Wang, Guang & Mu, Yunguo, 2024. "Digitalization and sustainable development: Evidence from OECD countries," Applied Energy, Elsevier, vol. 357(C).
    3. Zhuoqi Teng & Yugang He & Zhi Qiao, 2023. "Exploring the Synergistic Effects of Digitalization and Economic Uncertainty on Environmental Sustainability: An Investigation from China," Sustainability, MDPI, vol. 15(15), pages 1-24, August.
    4. Qusai Mohammad Qasim Alabed & Fathin Faizah Said & Zulkefly Abdul Karim & Mohd Azlan Shah Zaidi & Mohammed Daher Alshammary, 2021. "Energy–Growth Nexus in the MENA Region: A Dynamic Panel Threshold Estimation," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    5. Chiu, Chien-Liang & Chang, Ting-Huan, 2009. "What proportion of renewable energy supplies is needed to initially mitigate CO2 emissions in OECD member countries?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1669-1674, August.
    6. Jean C. Kouam & Simplice Asongu, 2022. "The non-linear effects of fixed broadband on economic growth in Africa," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 50(5), pages 881-895, August.
    7. Rohit Agrawal & Vishal A. Wankhede & Anil Kumar & Sunil Luthra, 2021. "Analysing the roadblocks of circular economy adoption in the automobile sector: Reducing waste and environmental perspectives," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 1051-1066, February.
    8. Khémiri, Wafa & Noubbigh, Hédi, 2020. "Size-threshold effect in debt-firm performance nexus in the sub-Saharan region: A Panel Smooth Transition Regression approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 335-344.
    9. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Insurance Policy Thresholds for Economic Growth in Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(3), pages 672-689, July.
    10. Jingwen Lu & Lihua Dai, 2023. "Examining the Threshold Effect of Environmental Regulation: The Impact of Agricultural Product Trade Openness on Agricultural Carbon Emissions," Sustainability, MDPI, vol. 15(13), pages 1-21, June.
    11. Coudert, Virginie & Couharde, Cécile & Mignon, Valérie, 2015. "On the impact of volatility on the real exchange rate – terms of trade nexus: Revisiting commodity currencies," Journal of International Money and Finance, Elsevier, vol. 58(C), pages 110-127.
    12. Kelbesa Megersa & Danny Cassimon, 2015. "Public Debt, Economic Growth, and Public Sector Management in Developing Countries: Is There a Link?," Public Administration & Development, Blackwell Publishing, vol. 35(5), pages 329-346, December.
    13. Baharumshah, Ahmad Zubaidi & Slesman, Ly & Wohar, Mark E., 2016. "Inflation, inflation uncertainty, and economic growth in emerging and developing countries: Panel data evidence," Economic Systems, Elsevier, vol. 40(4), pages 638-657.
    14. Balazs Egert, 2022. "Public policy reforms and their impact on productivity, investment and employment: new evidence from OECD and non-OECD countries," Public Sector Economics, Institute of Public Finance, vol. 46(2), pages 179-205.
    15. Fernández de Guevara, Juan & Maudos, Joaquín & Salvador, Carlos, 2021. "Effects of the degree of financial constraint and excessive indebtedness on firms’ investment decisions," Journal of International Money and Finance, Elsevier, vol. 110(C).
    16. Chia-Lin Chang & Thanchanok Khamkaew & Michael McAleer, 2012. "IV Estimation of a Panel Threshold Model of Tourism Specialization and Economic Development," Tourism Economics, , vol. 18(1), pages 5-41, February.
    17. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    18. Nimonka Bayale, 2018. "Aide et Croissance dans les pays de l’Union Economique et Monétaire Ouest Africaine (UEMOA) : retour sur une relation controversée," Working Papers hal-01765313, HAL.
    19. Leslie Cardoza Cedillo & Michelle Montoya & Mónica Jaldón & Ma Guadalupe Paredes, 2023. "GHG Emission Accounting and Reduction Strategies in the Academic Sector: A Case Study in Mexico," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
    20. Yingying Zhou & Zhuoqing Fang & Nan Li & Xueyan Wu & Yuehan Du & Zonghan Liu, 2019. "How Does Financial Development Affect Reductions in Carbon Emissions in High-Energy Industries?—A Perspective on Technological Progress," IJERPH, MDPI, vol. 16(17), pages 1-25, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:16:y:2024:i:7:p:2655-:d:1362819. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.