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The Impact of Digital Transformation on Enterprise Capacity Utilization Under the Background of “Dual Circulation”

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  • Lijun Ran

    (Beijing Technology and Business University)

  • Kang Wang

    (Beijing Technology and Business University)

  • Qi Zhang

    (Beijing Technology and Business University)

Abstract

Does digital transformation of enterprises enhance their capacity utilization? Existing research has not yet reached a consensus. This study examines the impact of digital transformation on capacity utilization and its underlying mechanisms using a sample of Chinese listed companies from 2000 to 2022. It employs the stochastic frontier analysis method to measure the capacity utilization of enterprises. The results are as follows: (1) Digital transformation (DT) can significantly enhance the capacity utilization of enterprises (ECU). The conclusion remains valid after a series of robustness tests. (2) DT enhances ECU by optimizing resource allocation, alleviating financing constraints, promoting innovation, and stimulating market demand. (3) Heterogeneity analysis reveals that DT has a more pronounced effect on ECU in regions with lower levels of marketization, higher levels of information infrastructure, and in the manufacturing sector. The research findings enrich the existing literature on the relationship between DT and ECU. They provide valuable insights for governments in optimizing digital policies for enterprises and addressing issues related to excess capacity.

Suggested Citation

  • Lijun Ran & Kang Wang & Qi Zhang, 2025. "The Impact of Digital Transformation on Enterprise Capacity Utilization Under the Background of “Dual Circulation”," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 3481-3506, March.
  • Handle: RePEc:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-02092-8
    DOI: 10.1007/s13132-024-02092-8
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    1. Piperopoulos, Panagiotis & Wu, Jie & Wang, Chengqi, 2018. "Outward FDI, location choices and innovation performance of emerging market enterprises," Research Policy, Elsevier, vol. 47(1), pages 232-240.
    2. James D. Dana Jr. & Eugene Orlov Jr., 2014. "Internet Penetration and Capacity Utilization in the US Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 106-137, November.
    3. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    4. Sanjeev Dewan & Kenneth L. Kraemer, 2000. "Information Technology and Productivity: Evidence from Country-Level Data," Management Science, INFORMS, vol. 46(4), pages 548-562, April.
    5. Benedict G. C. Dellaert, 2019. "The consumer production journey: marketing to consumers as co-producers in the sharing economy," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 238-254, March.
    6. Belke, Ansgar & Oeking, Anne & Setzer, Ralph, 2015. "Domestic demand, capacity constraints and exporting dynamics: Empirical evidence for vulnerable euro area countries," Economic Modelling, Elsevier, vol. 48(C), pages 315-325.
    7. Ning Zhao & Jianxin Ren, 2023. "Impact of enterprise digital transformation on capacity utilization: Evidence from China," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-17, March.
    8. Blonigen, Bruce A. & Wilson, Wesley W., 2010. "Foreign subsidization and excess capacity," Journal of International Economics, Elsevier, vol. 80(2), pages 200-211, March.
    9. Paul Nightingale & Tim Brady & Andrew Davies & Jeremy Hall, 2003. "Capacity utilization revisited: software, control and the growth of large technical systems," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 12(3), pages 477-517, June.
    10. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    11. Qi Yao & Hongjuan Tang & Francis Boadu & Yu Xie, 2023. "Digital Transformation and Firm Sustainable Growth: The Moderating Effects of Cross-border Search Capability and Managerial Digital Concern," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4929-4953, December.
    12. Shen, Guangjun & Chen, Binkai, 2017. "Zombie firms and over-capacity in Chinese manufacturing," China Economic Review, Elsevier, vol. 44(C), pages 327-342.
    13. Mahmood Hajli & Julian M. Sims & Valisher Ibragimov, 2015. "Information technology (IT) productivity paradox in the 21st century," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 64(4), pages 457-478, April.
    14. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    15. Astadi Pangarso & Kristina Sisilia & Retno Setyorini & Yahya Peranginangin & Agni Alam Awirya, 2022. "Correction to: The long path to achieving green economy performance for micro small medium enterprise," Journal of Innovation and Entrepreneurship, Springer, vol. 11(1), pages 1-1, December.
    16. Berndt, Ernst R & Morrison, Catherine J, 1981. "Capacity Utilization Measures: Underlying Economic Theory and an Alternative Approach," American Economic Review, American Economic Association, vol. 71(2), pages 48-52, May.
    17. Liu, Guangqiang & Zhang, Xiaojie & Zhang, Wanting & Wang, Di, 2019. "The impact of government subsidies on the capacity utilization of zombie firms," Economic Modelling, Elsevier, vol. 83(C), pages 51-64.
    18. Holl, Adelheid, 2016. "Highways and productivity in manufacturing firms," Journal of Urban Economics, Elsevier, vol. 93(C), pages 131-151.
    19. Marini, Giovanni & Pannone, Andrea, 2007. "Capital and capacity utilization revisited: A theory for ICT-assisted production systems," Structural Change and Economic Dynamics, Elsevier, vol. 18(2), pages 231-248, June.
    20. Mahmood Hajli & Julian M. Sims & Valisher Ibragimov, 2015. "Information technology (IT) productivity paradox in the 21st century," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 64(4), pages 457-478, April.
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