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The road to change: Broadband China strategy and enterprise digitization

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  • Chao Wang
  • Man Zhang

Abstract

The digitization of a company necessitates not only the effort of the company but also state backing of network infrastructure. In this study, we applied the difference-in-differences method to examine the impact of the Broadband China Strategy on corporate digitalization and its heterogeneity using the data from Chinese listed firms from 2010 to 2020. The results show that the improvement in network infrastructure plays a vital role in promoting company digitization; this improvement is extremely varied due to variances in market demand and endowments. Non-state-owned firms, businesses in the eastern area, and technology-intensive businesses have profited the most. Among the five types of digitization, artificial intelligence and cloud computing are top priorities for enterprises. Our findings add to the literature on the spillover effects of broadband construction and the factors affecting enterprise digitalization.

Suggested Citation

  • Chao Wang & Man Zhang, 2022. "The road to change: Broadband China strategy and enterprise digitization," PLOS ONE, Public Library of Science, vol. 17(5), pages 1-18, May.
    • Handle: RePEc:plo:pone00:0269133
    DOI: 10.1371/journal.pone.0269133
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    References listed on IDEAS

    as
    1. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    2. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    3. Orley Ashenfelter & David Card, 1984. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," Working Papers 554, Princeton University, Department of Economics, Industrial Relations Section..
    4. Scott, Susan V. & Van Reenen, John & Zachariadis, Markos, 2017. "The long-term effect of digital innovation on bank performance: An empirical study of SWIFT adoption in financial services," Research Policy, Elsevier, vol. 46(5), pages 984-1004.
    5. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
    6. Abeer G Alharbi & M Mahmud Khan & Ronnie Horner & Heather Brandt & Cole Chapman, 2019. "Impact of Medicaid coverage expansion under the Affordable Care Act on mammography and pap tests utilization among low-income women," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-15, April.
    7. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    8. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    9. Nancy Qian, 2008. "Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 1251-1285.
    10. repec:fth:prinin:174 is not listed on IDEAS
    11. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    12. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    13. Joshua D. Angrist & William N. Evans, 1996. "Schooling and Labor Market Consequences of the 1970 State Abortion Reforms," NBER Working Papers 5406, National Bureau of Economic Research, Inc.
    14. Julien Leider & Yu Li & Lisa M Powell, 2021. "Pass-through of the Oakland, California, sugar-sweetened beverage tax in food stores two years post-implementation: A difference-in-differences study," PLOS ONE, Public Library of Science, vol. 16(1), pages 1-11, January.
    15. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    16. Wanyue Dong & Jianmin Gao & Zhongliang Zhou & Ruhai Bai & Yue Wu & Min Su & Chi Shen & Xin Lan & Xiao Wang, 2018. "Effects of China’s urban basic health insurance on preventive care service utilization and health behaviors: Evidence from the China Health and Nutrition Survey," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-14, December.
    17. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    18. Emmanouil Tranos & Elizabeth A. Mack, 2016. "Broadband Provision and Knowledge-Intensive Firms: A Causal Relationship?," Regional Studies, Taylor & Francis Journals, vol. 50(7), pages 1113-1126, July.
    19. Wu, Haitao & Xue, Yan & Hao, Yu & Ren, Siyu, 2021. "How does internet development affect energy-saving and emission reduction? Evidence from China," Energy Economics, Elsevier, vol. 103(C).
    20. Briglauer, Wolfgang & Dürr, Niklas S. & Falck, Oliver & Hüschelrath, Kai, 2019. "Does state aid for broadband deployment in rural areas close the digital and economic divide?," Information Economics and Policy, Elsevier, vol. 46(C), pages 68-85.
    21. S. Ananda & Sonal Devesh & Anis Moosa Al Lawati, 2020. "What factors drive the adoption of digital banking? An empirical study from the perspective of Omani retail banking," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 25(1), pages 14-24, June.
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    1. Zhu, Cuihua & Yu, Jingyuan, 2025. "Going out and bringing in: Impact of digital finance on firms' cross-regional investments," International Review of Financial Analysis, Elsevier, vol. 106(C).

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