IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v93y2024ipap876-888.html
   My bibliography  Save this article

Study on the spatiotemporal evolution of coupled and coordinated digital economic resilience and efficiency

Author

Listed:
  • Liu, Juntao
  • Liu, Haitao

Abstract

The coordinated development of resilience and efficiency in the digital economy guarantees a sustainable and efficient growth model. We used panel data from 30 provinces and regions in China from 2013 to 2021 to evaluate the resilience and efficiency levels of the digital economy. We calculated their coordinated development levels using kernel density estimation, spatial autocorrelation, and Markov chain analysis to explore the spatiotemporal evolution characteristics of their coordinated development. The results indicate that (1) the resilience level of the digital economy is on the rise, while efficiency fluctuations are decreasing. Resilience exhibits an “east high–west low” spatial pattern with the “Hu Huanyong Line” as a boundary, while efficiency shows a “collapse in the central and northern regions” trend. (2) The overall level of coordinated development between resilience and efficiency has decreased; however, the differences in coordination between different regions have reduced, gradually forming a spatial pattern of “high in the east, low in the west, low in the south, and high in the north.” (3) A significant positive spatial correlation exists between the development levels of digital economic resilience and efficiency, which continues to strengthen over time. This finding reveals a spatial pattern of high-level concentration centered around Beijing–Tianjin, Jiangsu–Zhejiang–Shanghai, and low-level concentration centered around the central and western regions. (4) Coordinated development shows a “club convergence” effect, indicating stability in maintaining the existing state.

Suggested Citation

  • Liu, Juntao & Liu, Haitao, 2024. "Study on the spatiotemporal evolution of coupled and coordinated digital economic resilience and efficiency," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 876-888.
  • Handle: RePEc:eee:reveco:v:93:y:2024:i:pa:p:876-888
    DOI: 10.1016/j.iref.2024.02.058
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056024001382
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.iref.2024.02.058?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Du, Yanan & Wang, Qingxi & Zhou, Jianping, 2023. "How does digital inclusive finance affect economic resilience: Evidence from 285 cities in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    2. Dong Wang & Shengli Chen, 2022. "RETRACTED: Digital Transformation and Enterprise Resilience: Evidence from China," Sustainability, MDPI, vol. 14(21), pages 1-23, October.
    3. Huang, Qiongyu & Xu, Chuhong & Xue, Xiaolong & Zhu, Hui, 2023. "Can digital innovation improve firm performance: Evidence from digital patents of Chinese listed firms," International Review of Financial Analysis, Elsevier, vol. 89(C).
    4. Dou, Bin & Guo, SongLin & Chang, XiaoChen & Wang, Yong, 2023. "Corporate digital transformation and labor structure upgrading," International Review of Financial Analysis, Elsevier, vol. 90(C).
    5. Xu, Dandan & Guo, Dongli & Yue, Pengpeng & Li, Mengshi, 2024. "Household green consumption: Does digital inclusion matter?," International Review of Financial Analysis, Elsevier, vol. 91(C).
    6. Lino Briguglio & Gordon Cordina & Nadia Farrugia & Stephanie Vella, 2009. "Economic Vulnerability and Resilience: Concepts and Measurements," Oxford Development Studies, Taylor & Francis Journals, vol. 37(3), pages 229-247.
    7. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    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. Nan Feng & Mingyue Yan & Mingtao Yan, 2024. "Spatiotemporal Evolution and Influencing Factors of New-Quality Productivity," Sustainability, MDPI, vol. 16(24), pages 1-20, December.

    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. Qing, Jing & Chen, Juan, 2024. "Digital village construction and its mechanistic on farmer entrepreneurship," Finance Research Letters, Elsevier, vol. 70(C).
    2. Sun, Yumeng, 2024. "Digital transformation and corporates' green technology innovation performance–The mediating role of knowledge sharing," Finance Research Letters, Elsevier, vol. 62(PA).
    3. Zhao, Qiao & Wang, Wangqing, 2024. "Impact of digital financial tools on intermediate goods: Synergies between external funding and internal R&D investment," Finance Research Letters, Elsevier, vol. 67(PB).
    4. Jin, Xing & Lyu, Kangyin, 2024. "The impact of digital economy on emerging employment trends: Insights from the China Family Panel Survey (CFPS)," Finance Research Letters, Elsevier, vol. 64(C).
    5. He, Yin & Li, Jianzhong & Ren, Yuheng, 2024. "Digital transformation and corporate ESG information disclosure herd effect," Finance Research Letters, Elsevier, vol. 65(C).
    6. Zhang, Chenrui & Wang, Yatong, 2024. "Is enterprise digital transformation beneficial to shareholders? Insights from the cost of equity capital," International Review of Financial Analysis, Elsevier, vol. 92(C).
    7. Franz R. Hahn, 2007. "Determinants of Bank Efficiency in Europe. Assessing Bank Performance Across Markets," WIFO Studies, WIFO, number 31499, August.
    8. Chen, Ya & Pan, Yongbin & Liu, Haoxiang & Wu, Huaqing & Deng, Guangwei, 2023. "Efficiency analysis of Chinese universities with shared inputs: An aggregated two-stage network DEA approach," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).
    9. Kristiaan Kerstens & Jafar Sadeghi & Ignace Van de Woestyne, 2020. "Plant capacity notions in a non-parametric framework: a brief review and new graph or non-oriented plant capacities," Annals of Operations Research, Springer, vol. 288(2), pages 837-860, May.
    10. Chen, Yufeng & Ni, Liangfu & Liu, Kelong, 2021. "Does China's new energy vehicle industry innovate efficiently? A three-stage dynamic network slacks-based measure approach," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    11. Peng, Yue & Wang, Wei & Zhen, Shangsong & Liu, Yunqiang, 2024. "Does digitalization help green consumption? Empirical test based on the perspective of supply and demand of green products," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    12. Freshwater, David, 2014. "Vulnerability and Resilience: Two Dimensions of Rurality," Staff Papers 174103, University of Kentucky, Department of Agricultural Economics.
    13. Mohammad Nourani & Qian Long Kweh & Evelyn Shyamala Devadason & V.G.R. Chandran, 2020. "A decomposition analysis of managerial efficiency for the insurance companies: A data envelopment analysis approach," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(6), pages 885-901, September.
    14. Honma, Satoshi, 2012. "Environmental and economic efficiencies in the Asia-Pacific region," MPRA Paper 43361, University Library of Munich, Germany.
    15. Jia Li & Yahong Zheng & Bing Liu & Yanyi Chen & Zhihang Zhong & Chenyu Dong & Chaoqun Wang, 2024. "The Synergistic Relationship between Low-Carbon Development of Road Freight Transport and Its Economic Efficiency—A Case Study of Wuhan, China," Sustainability, MDPI, vol. 16(7), pages 1-21, March.
    16. Yongqi Feng & Haolin Zhang & Yung-ho Chiu & Tzu-Han Chang, 2021. "Innovation efficiency and the impact of the institutional quality: a cross-country analysis using the two-stage meta-frontier dynamic network DEA model," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(4), pages 3091-3129, April.
    17. Eder, Andreas, 2024. "The effect of land fragmentation on risk and technical efficiency of crop farms," FORLand Working Papers 31 (2024), Humboldt University Berlin, DFG Research Unit 2569 FORLand "Agricultural Land Markets – Efficiency and Regulation".
    18. Yu-Chuan Chen & Yung-Ho Chiu & Tzu-Han Chang & Tai-Yu Lin, 2023. "Sustainable Development, Government Efficiency, and People’s Happiness," Journal of Happiness Studies, Springer, vol. 24(4), pages 1549-1578, April.
    19. Ruijing Zheng & Yu Cheng & Haimeng Liu & Wei Chen & Xiaodong Chen & Yaping Wang, 2022. "The Spatiotemporal Distribution and Drivers of Urban Carbon Emission Efficiency: The Role of Technological Innovation," IJERPH, MDPI, vol. 19(15), pages 1-22, July.
    20. Wang, Pengcheng & Yang, Xuelin, 2024. "Social trust and household financial decision-making: An empirical study based on the usage of household financial technology," Finance Research Letters, Elsevier, vol. 70(C).

    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:eee:reveco:v:93:y:2024:i:pa:p:876-888. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620165 .

    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.