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Can the digital economy facilitate the optimization of industrial structure in resource-based cities?

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  • Zhang, Qiming
  • Zhao, Xuan

Abstract

With the continuous development of economy, resource-based cities in China are in urgent need of transforming and upgrading their industrial structures. This article utilizes panel data of 114 resource-based cities from 2011 to 2021 to explore the impact and mechanism of digital economy on optimizing and upgrading industrial structure. The findings, demonstrating a nonlinear relationship, reveal that digital economy promotes the advancement of the industrial structure in resource-based regions significantly. Technological innovation and financial development serve as the intermediary channel of facilitating the advancement of industrial structure in digital economy through intermediary effect analysis. Moreover, in terms of regional heterogeneity, digital economy is more effective in assisting inland resource-based cities in achieving advanced industrial structure compared to coastal areas in China.

Suggested Citation

  • Zhang, Qiming & Zhao, Xuan, 2024. "Can the digital economy facilitate the optimization of industrial structure in resource-based cities?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 405-416.
    • Handle: RePEc:eee:streco:v:71:y:2024:i:c:p:405-416
    DOI: 10.1016/j.strueco.2024.08.010
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    References listed on IDEAS

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    1. Avi Goldfarb & Catherine Tucker, 2019. "Digital Economics," Journal of Economic Literature, American Economic Association, vol. 57(1), pages 3-43, March.
    2. Jeffrey D. Sachs & Andrew M. Warner, 1995. "Economic Convergence and Economic Policies," NBER Working Papers 5039, National Bureau of Economic Research, Inc.
    3. Paul Krugman & Anthony J. Venables, 1995. "Globalization and the Inequality of Nations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 857-880.
    4. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    5. Juan Lin & Zhou Yu & Yehua Dennis Wei & Mingfeng Wang, 2017. "Internet Access, Spillover and Regional Development in China," Sustainability, MDPI, vol. 9(6), pages 1-18, June.
    6. Hodler, Roland, 2006. "The curse of natural resources in fractionalized countries," European Economic Review, Elsevier, vol. 50(6), pages 1367-1386, August.
    7. Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
    8. Ren, Siyu & Hao, Yu & Xu, Lu & Wu, Haitao & Ba, Ning, 2021. "Digitalization and energy: How does internet development affect China's energy consumption?," Energy Economics, Elsevier, vol. 98(C).
    9. Edward L. Glaeser & Sari Pekkala Kerr & William R. Kerr, 2015. "Entrepreneurship and Urban Growth: An Empirical Assessment with Historical Mines," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 498-520, May.
    10. Ma, Dan & Zhu, Qing, 2022. "Innovation in emerging economies: Research on the digital economy driving high-quality green development," Journal of Business Research, Elsevier, vol. 145(C), pages 801-813.
    11. Canh, Nguyen Phuc & Thanh, Su Dinh, 2020. "Financial development and the shadow economy: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 37-54.
    12. Alina Sorescu & Martin Schreier, 2021. "Innovation in the digital economy: a broader view of its scope, antecedents, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 49(4), pages 627-631, July.
    13. Chang, Qing & Wu, Mengtao & Zhang, Longtian, 2024. "Endogenous growth and human capital accumulation in a data economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 298-312.
    14. Florian Noseleit, 2013. "Entrepreneurship, structural change, and economic growth," Journal of Evolutionary Economics, Springer, vol. 23(4), pages 735-766, September.
    15. Hou, Yanliang & Long, Ruyin & Chen, Hong & Zhang, Linling, 2018. "Research on the sustainable development of China’s coal cities based on lock-in effect," Resources Policy, Elsevier, vol. 59(C), pages 479-486.
    16. Wang, Lei & Chen, Yangyang & Ramsey, Thomas Stephen & Hewings, Geoffrey J.D., 2021. "Will researching digital technology really empower green development?," Technology in Society, Elsevier, vol. 66(C).
    17. Hu, Jinjin & Huo, Dong & Wu, Delin, 2024. "Digital economy development and venture capital networks: Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    18. Cao, Lei & Wang, Guosong, 2024. "Impact of digital finance on agricultural output: From the perspective of digital development of agriculture," Finance Research Letters, Elsevier, vol. 66(C).
    19. Auty, Richard M., 2001. "The political economy of resource-driven growth," European Economic Review, Elsevier, vol. 45(4-6), pages 839-846, May.
    20. repec:fth:iniesr:430 is not listed on IDEAS
    21. Wang, Bing & Liu, Yanyan & Yang, Xiangyu, 2024. "Digital economy and urban entrepreneurial activity," Finance Research Letters, Elsevier, vol. 66(C).
    22. Zhao, Jun & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin & Jiang, Hongdian, 2022. "How does industrial structure adjustment reduce CO2 emissions? Spatial and mediation effects analysis for China," Energy Economics, Elsevier, vol. 105(C).
    23. Minoru Osawa & Takashi Akamatsu & Yuki Takayama, 2017. "Harris And Wilson (1978) Model Revisited: The Spatial Period‐Doubling Cascade In An Urban Retail Model," Journal of Regional Science, Wiley Blackwell, vol. 57(3), pages 442-466, June.
    24. Lyu, Yanwei & Xiao, Xuan & Zhang, Jinning, 2024. "Does the digital economy enhance green total factor productivity in China? The evidence from a national big data comprehensive pilot zone," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 183-196.
    25. Cai, Hechang & Wang, Zilong & Ji, Yi & Xu, Liuyang, 2024. "Digitalization and innovation: How does the digital economy drive technology transfer in China?," Economic Modelling, Elsevier, vol. 136(C).
    26. Anatoly Sidorov & Pavel Senchenko, 2020. "Regional Digital Economy: Assessment of Development Levels," Mathematics, MDPI, vol. 8(12), pages 1-23, December.
    27. Takatsuka, Hajime & Zeng, Dao-Zhi & Zhao, Laixun, 2015. "Resource-based cities and the Dutch disease," Resource and Energy Economics, Elsevier, vol. 40(C), pages 57-84.
    28. Jing Vivian Zhan, 2017. "Do Natural Resources Breed Corruption? Evidence from China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(2), pages 237-259, February.
    29. Perdue, Richard R. & Long, Patrick T. & Kang, Yong Soon, 1999. "Boomtown Tourism and Resident Quality of Life: The Marketing of Gaming to Host Community Residents," Journal of Business Research, Elsevier, vol. 44(3), pages 165-177, March.
    30. Jiao, Yong & Wang, Gaofei & Li, Chengyou & Pan, Jia, 2024. "Digital inclusive finance, factor flow and industrial structure upgrading: Evidence from the yellow river basin," Finance Research Letters, Elsevier, vol. 62(PA).
    31. Igor Livshits & James C. Mac Gee & Michèle Tertilt, 2016. "The Democratization of Credit and the Rise in Consumer Bankruptcies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(4), pages 1673-1710.
    32. Zhou, Qin & Cheng, Changgao & Fang, Zhou & Zhang, Hengquan & Xu, Yining, 2024. "How does the development of the digital economy affect innovation output? Exploring mechanisms from the perspective of regional innovation systems," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 1-17.
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