IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i18p11378-d911858.html
   My bibliography  Save this article

Study on the Impact of the Digital Economy on the Upgrading of Industrial Structures—Empirical Analysis Based on Cities in China

Author

Listed:
  • Huaping Guan

    (School of Economics and Trade, Guangdong University of Foreign Studies, Guangzhou 510006, China)

  • Binhua Guo

    (School of Economics and Trade, Guangdong University of Foreign Studies, Guangzhou 510006, China)

  • Jianwu Zhang

    (School of Economics and Trade, Guangdong University of Foreign Studies, Guangzhou 510006, China)

Abstract

This paper used the entropy method to measure the comprehensive level of China’s urban regional digital economy development and measured the transformation and upgrading of industrial structures from both quantitative and qualitative dimensions. Based on the panel data of 271 prefecture-level cities in China from 2011 to 2018, this paper investigated the impact and transmission mechanisms of digital economy development on the transformation and upgrading of industrial structures through a fixed effects model, mediating effect model, and threshold regression model. The results show the following: First, the development of the digital economy has a significant positive role in promoting the quantity and quality of the upgrading of industrial structures, and has a stronger explanatory power for the quality of the upgrading of industrial structures. Second, the mechanism analysis shows that the digital economy can accelerate the transformation and upgrading of industrial structures by stimulating the level of regional innovation. Third, the analysis of the threshold regression model shows that the impact of the digital economy on the upgrading of industrial structures has nonlinear characteristics. Fourth, the impact of the digital economy on the upgrading of industrial structures has regional heterogeneity. It has the greatest impact in the western region, followed by the central region and the eastern region.

Suggested Citation

  • Huaping Guan & Binhua Guo & Jianwu Zhang, 2022. "Study on the Impact of the Digital Economy on the Upgrading of Industrial Structures—Empirical Analysis Based on Cities in China," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:18:p:11378-:d:911858
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/18/11378/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/18/11378/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    2. Leif van Neuss, 2019. "The Drivers Of Structural Change," Journal of Economic Surveys, Wiley Blackwell, vol. 33(1), pages 309-349, February.
    3. Ghasemaghaei, Maryam & Calic, Goran, 2019. "Does big data enhance firm innovation competency? The mediating role of data-driven insights," Journal of Business Research, Elsevier, vol. 104(C), pages 69-84.
    4. Peters, Michael & Schneider, Malte & Griesshaber, Tobias & Hoffmann, Volker H., 2012. "The impact of technology-push and demand-pull policies on technical change – Does the locus of policies matter?," Research Policy, Elsevier, vol. 41(8), pages 1296-1308.
    5. 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.
    6. Apa, Roberta & De Noni, Ivan & Orsi, Luigi & Sedita, Silvia Rita, 2018. "Knowledge space oddity: How to increase the intensity and relevance of the technological progress of European regions," Research Policy, Elsevier, vol. 47(9), pages 1700-1712.
    7. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    8. Kohtamäki, Marko & Parida, Vinit & Patel, Pankaj C. & Gebauer, Heiko, 2020. "The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Changya Di & Decai Tang & Yifan Xu, 2023. "Impact of Digital Economy on the High-Quality Development of China’s Service Trade," Sustainability, MDPI, vol. 15(15), pages 1-19, August.
    2. Wei Chen & Quanzhong Wang & Hong Zhou, 2022. "Digital Rural Construction and Farmers’ Income Growth: Theoretical Mechanism and Micro Experience Based on Data from China," Sustainability, MDPI, vol. 14(18), pages 1-21, September.
    3. Jianing Pang & Yimeng Zhang & Fangyi Jiao, 2023. "The Impact of the Digital Economy on Transformation and Upgrading of Industrial Structure: A Perspective Based on the “Poverty Trap”," Sustainability, MDPI, vol. 15(20), pages 1-20, October.
    4. Pengju Liu & Yitong Zhang & Shengqi Zhou, 2023. "Has Digital Financial Inclusion Narrowed the Urban–Rural Income Gap? A Study of the Spatial Influence Mechanism Based on Data from China," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    5. Lu Liu & Yuxin Meng & Qiying Ran, 2023. "The Impact and Mechanism of the Digital Economy on Carbon Emission Efficiency: A Perspective Based on Provincial Panel Data in China," Sustainability, MDPI, vol. 15(19), pages 1-15, September.
    6. Ting Zhu & Xiaqing Chen & Wenwen Zhang & Basil Sharp, 2023. "Analysis of the Spatial–Temporal Evolution of the Digital Economy and Its Impact on the Employment Structure in China from 2001 to 2020," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
    7. Huaxue Zhao & Yu Cheng & Ruijing Zheng, 2022. "Impact of the Digital Economy on PM 2.5 : Experience from the Middle and Lower Reaches of the Yellow River Basin," IJERPH, MDPI, vol. 19(24), pages 1-20, December.
    8. Zhu, Minglei & Huang, Haiyan & Ma, Weiwen, 2023. "Transformation of natural resource use: Moving towards sustainability through ICT-based improvements in green total factor energy efficiency," Resources Policy, Elsevier, vol. 80(C).
    9. Yue Cheng & Dong Zheng, 2023. "Does the Digital Economy Promote Coordinated Urban–Rural Development? Evidence from China," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    10. Yaozhi Xu & Liling Xu, 2023. "The Convergence between Digital Industrialization and Industrial Digitalization and Export Technology Complexity: Evidence from China," Sustainability, MDPI, vol. 15(11), pages 1-18, June.
    11. Qiuqiu Guo & Xiaoyu Ma, 2023. "How Does the Digital Economy Affect Sustainable Urban Development? Empirical Evidence from Chinese Cities," Sustainability, MDPI, vol. 15(5), pages 1-21, February.
    12. Yufang Shi & Tianlun Zhang & Yufeng Jiang, 2023. "Digital Economy, Technological Innovation and Urban Resilience," Sustainability, MDPI, vol. 15(12), pages 1-19, June.
    13. Kangxian Ji & Xiaoting Liu & Jian Xu, 2023. "Digital Economy and the Sustainable Development of China’s Manufacturing Industry: From the Perspective of Industry Performance and Green Development," Sustainability, MDPI, vol. 15(6), pages 1-23, March.
    14. Hao Zhou & Xinyi Li & Xiaoli Li, 2023. "Can the Digital Economy Improve the Level of High-Quality Financial Development? Evidence from China," Sustainability, MDPI, vol. 15(9), pages 1-13, April.

    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. Lionel Nesta & Elena Verdolini & Francesco Vona, 2018. "Threshold Policy Effects and Directed Technical Change in Energy Innovation," Documents de Travail de l'OFCE 2018-05, Observatoire Francais des Conjonctures Economiques (OFCE).
    2. Lu, Jing & Xiao, Qinglan & Wang, Taoxuan, 2023. "Does the digital economy generate a gender dividend for female employment? Evidence from China," Telecommunications Policy, Elsevier, vol. 47(6).
    3. Yang Liu & Yanlin Yang & Huihui Li & Kaiyang Zhong, 2022. "Digital Economy Development, Industrial Structure Upgrading and Green Total Factor Productivity: Empirical Evidence from China’s Cities," IJERPH, MDPI, vol. 19(4), pages 1-23, February.
    4. Guoge Yang & Feng Deng & Yifei Wang & Xianhong Xiang, 2022. "Digital Paradox: Platform Economy and High-Quality Economic Development—New Evidence from Provincial Panel Data in China," Sustainability, MDPI, vol. 14(4), pages 1-26, February.
    5. Zhuoxi Yu & Shan Liu & Zhichuan Zhu, 2022. "Has the Digital Economy Reduced Carbon Emissions?: Analysis Based on Panel Data of 278 Cities in China," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
    6. Fang, Zhen & Razzaq, Asif & Mohsin, Muhammad & Irfan, Muhammad, 2022. "Spatial spillovers and threshold effects of internet development and entrepreneurship on green innovation efficiency in China," Technology in Society, Elsevier, vol. 68(C).
    7. Penglong Li & Xuan Ye, 2024. "Research on the promotion effect and mechanisms of digital empowerment of food enterprises," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(2), pages 60-72.
    8. Zhang, Wei & Liu, Xuemeng & Wang, Die & Zhou, Jianping, 2022. "Digital economy and carbon emission performance: Evidence at China's city level," Energy Policy, Elsevier, vol. 165(C).
    9. Li Chen & Yuanbo Zhang, 2023. "Does the Development of the Digital Economy Promote Common Prosperity?—Analysis Based on 284 Cities in China," Sustainability, MDPI, vol. 15(5), pages 1-16, March.
    10. Wan, Qunchao & Tang, Shiyi & Jiang, Zhenwu, 2023. "Does the development of digital technology contribute to the innovation performance of China's high-tech industry?," Technovation, Elsevier, vol. 124(C).
    11. Yan Wang & Ping Han, 2023. "Digital Transformation, Service-Oriented Manufacturing, and Total Factor Productivity: Evidence from A-Share Listed Companies in China," Sustainability, MDPI, vol. 15(13), pages 1-24, June.
    12. 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).
    13. Jiaoning Zhang & Xiaoyu Ma & Jiamin Liu, 2022. "How Can the Digital Economy and Human Capital Improve City Sustainability," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
    14. Cao, Yuqiang & Hu, Yong & Liu, Qian & Lu, Meiting & Shan, Yaowen, 2023. "Job creation or disruption? Unraveling the effects of smart city construction on corporate employment in China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    15. Wang, Lianghu & Shao, Jun, 2023. "Digital economy, entrepreneurship and energy efficiency," Energy, Elsevier, vol. 269(C).
    16. Xianhong Xiang & Guoge Yang & Hui Sun, 2022. "The Impact of the Digital Economy on Low-Carbon, Inclusive Growth: Promoting or Restraining," Sustainability, MDPI, vol. 14(12), pages 1-27, June.
    17. Zhang, Sheng-Hao & Yang, Jun & Feng, Chao, 2023. "Can internet development alleviate energy poverty? Evidence from China," Energy Policy, Elsevier, vol. 173(C).
    18. Chenjing Zhang & Qiaoge Li & Di Mao & Mancang Wang, 2023. "Research on the Threshold Effect of Internet Development on Regional Inclusive Finance in China," Sustainability, MDPI, vol. 15(8), pages 1-20, April.
    19. repec:hal:spmain:info:hdl:2441/2qaasbmk6u8cj8maoa30ls1roi is not listed on IDEAS
    20. Xin Du & Hengming Zhang & Yawen Han, 2022. "How Does New Infrastructure Investment Affect Economic Growth Quality? Empirical Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-30, March.
    21. Jie Zhou & Hanlin Lan & Cheng Zhao & Jianping Zhou, 2021. "Haze Pollution Levels, Spatial Spillover Influence, and Impacts of the Digital Economy: Empirical Evidence from China," Sustainability, MDPI, vol. 13(16), pages 1-18, 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:14:y:2022:i:18:p:11378-:d:911858. 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.