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Public Data Elements and Enterprise Digital Transformation: A Quasi-Natural Experiment Based on Open Government Data Platforms for Sustainable Urban Planning

Author

Listed:
  • Jie Wang

    (Economics School, Nankai University, Tianjin 300071, China)

  • Xiaohui Zhou

    (Economics School, Shandong Technology and Business University, Yantai 264005, China)

  • Yunning Ma

    (Smart Governance Program, Inha University, Incheon 22221, Republic of Korea)

  • Yongrok Choi

    (Department of International Trade, Inha University, Incheon 22221, Republic of Korea)

Abstract

In the era of digital economy, the open sharing of public data elements has become a key engine driving the digital transformation of enterprises. This article is based on a quasi-natural experiment using government data platforms launched from 2011 to 2022, and it uses the asymptotic difference-in-differences method to empirically test the mechanism and impact of public data elements on enterprise digital transformation. It has been discovered that making data items publicly available dramatically increases the degree of enterprise digital transformation. According to mechanism analysis, corporate digital transformation is primarily impacted by releasing public data elements through two channels: information resource sharing and removing financial restraints. According to heterogeneity analysis, public data elements significantly impact enterprise digital transformation when they are located in regions with high data openness quality, when they are located in regions with substantial levels of digital economic vitality, and when they are available during businesses’ growth and maturity stages. The enabling influence of public data elements on organizational digital transformation was positively mitigated via a fully functional digital infrastructure and cutting-edge digital products. This study has confirmed the driving value of the market-oriented allocation of data elements in the digital transformation of enterprises, providing a theoretical basis for improving the government’s data openness system and unleashing the productivity of data elements. It also provides practical inspiration for enterprises to seize digital opportunities.

Suggested Citation

  • Jie Wang & Xiaohui Zhou & Yunning Ma & Yongrok Choi, 2025. "Public Data Elements and Enterprise Digital Transformation: A Quasi-Natural Experiment Based on Open Government Data Platforms for Sustainable Urban Planning," Sustainability, MDPI, vol. 17(10), pages 1-32, May.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:10:p:4676-:d:1659577
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    1. Beatriz Kira & Vikram Sinha & Sharmadha Srinivasan, 2021. "Regulating digital ecosystems: bridging the gap between competition policy and data protection [Merger policy in digital markets: an ex post assessment]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(5), pages 1337-1360.
    2. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    3. Xuejun Jin & Xiao Pan, 2023. "Government Attention, Market Competition and Firm Digital Transformation," Sustainability, MDPI, vol. 15(11), pages 1-27, June.
    4. Hui Li & Jiaqiang Xu, 2024. "Impact of Digital Government on Digital Transformation of Enterprises from the Perspective of Urban Economic Sustainable Development," Sustainability, MDPI, vol. 16(7), pages 1-24, March.
    5. Qian, Yifan, 2025. "Public data openness and corporate total factor productivity," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 733-753.
    6. Chen, Zhe & Cao, Yushan & Liao, Kaicheng, 2024. "How state-owned equity participation promotes the digital transformation of nonstate-owned enterprises: Evidence from China," Finance Research Letters, Elsevier, vol. 59(C).
    7. Yan, Lina & Ling, Xuan & Wang, Zhitao & Xu, Yinuo, 2023. "Can mixed-ownership reform boost the digital transformation of state-owned enterprises?," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 647-663.
    8. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    9. Xu, Guiyang & Li, Guanggui & Sun, Peibo & Peng, Dan, 2023. "Inefficient investment and digital transformation: What is the role of financing constraints?," Finance Research Letters, Elsevier, vol. 51(C).
    10. Erik Brynjolfsson & Kristina McElheran, 2016. "The Rapid Adoption of Data-Driven Decision-Making," American Economic Review, American Economic Association, vol. 106(5), pages 133-139, May.
    11. Cao, Jing & Ho, Mun S. & Ma, Rong & Teng, Fei, 2021. "When carbon emission trading meets a regulated industry: Evidence from the electricity sector of China," Journal of Public Economics, Elsevier, vol. 200(C).
    12. Si Luo & Miaochao Chen, 2022. "Digital Finance Development and the Digital Transformation of Enterprises: Based on the Perspective of Financing Constraint and Innovation Drive," Journal of Mathematics, Hindawi, vol. 2022, pages 1-10, March.
    13. Chen, Kaixuan & Zhang, Shushan, 2024. "How does open public data impact enterprise digital transformation?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 178-190.
    14. Huang, Jie & Lu, Hongyang & Du, Minzhe, 2025. "Can digital economy narrow the regional economic gap? Evidence from China," Journal of Asian Economics, Elsevier, vol. 98(C).
    15. Xie, Yu & Chen, Zhen & Boadu, Francis & Tang, HongJuan, 2022. "How does digital transformation affect agricultural enterprises’ pro-land behavior: The role of environmental protection cognition and cross-border search," Technology in Society, Elsevier, vol. 70(C).
    16. Shan, Junhui & Zhang, Lin & Wang, Junkai, 2025. "Data elements and corporate stock dividends: A quasi-natural experiment based on government data openness," International Review of Financial Analysis, Elsevier, vol. 97(C).
    17. Huimin Liu & Yupeng Shi & Baowen Sun & Xuze Yang, 2024. "Agglomeration of the Digital Services Industry and Digital Transformation: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(5), pages 855-869, April.
    18. Richard R. Nelson, 1982. "The Role of Knowledge in R&D Efficiency," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(3), pages 453-470.
    19. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    20. Zhongzhen Yang & Jionghao Li, 2024. "Towards Green and Smart Cities: Urban Transport and Land Use," Sustainability, MDPI, vol. 16(2), pages 1-5, January.
    21. Zhong, Yuan & Lai, Huisu & Zhang, Liang & Guo, Lixiang & Lai, Xiaobing, 2025. "Does public data openness accelerate new quality productive forces? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1409-1427.
    22. Anthony, Joseph H. & Ramesh, K., 1992. "Association between accounting performance measures and stock prices : A test of the life cycle hypothesis," Journal of Accounting and Economics, Elsevier, vol. 15(2-3), pages 203-227, August.
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