IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i24p11072-d1545909.html
   My bibliography  Save this article

How Can Digital–Real Economy Integration Affect Urban Green Innovation? Evidence from China

Author

Listed:
  • Tao Huang

    (School of Business, Suzhou University of Science and Technology, Suzhou 215009, China)

  • Haili Xia

    (School of Business, Suzhou University of Science and Technology, Suzhou 215009, China)

Abstract

As the integration of the digital economy into the real economy accelerates and the goals of green and low-carbon development become increasingly clear, promoting green innovation (GI) through digital–real economy integration (DRI) is of great practical significance for achieving green, high-quality urban development. This study, based on a sample of 284 prefecture-level cities and above in China, used the entropy method to measure the development levels of the digital economy and real economy in each city and employed a coupling coordination model to calculate the degree of DRI. By constructing a bidirectional fixed effects model, a mediation effect model, a threshold regression model, and a spatial Durbin model, this study explored the impact of DRI on GI in cities. The research found that DRI has a non-linear promoting effect on GI. When a city’s DRI level surpasses the second threshold, each 1% increase in DRI leads to a 1.439% rise in GI. This effect also shows heterogeneity based on city location and resource endowment. In this process, transaction costs and the upgrading of the industry structure serve as mediating factors, with each 1% increase in DRI reducing transaction costs by 0.163% and enhancing industrial upgrading with a coefficient of 0.176. Additionally, DRI in one city can significantly enhance the level of GI in neighboring cities through spatial spillover effects. For instance, under the geographic distance weighting matrix, the indirect effect of DRI reaches 4.693, and similar significant spillover effects are observed under the economic distance and economic geography weighting matrices.

Suggested Citation

  • Tao Huang & Haili Xia, 2024. "How Can Digital–Real Economy Integration Affect Urban Green Innovation? Evidence from China," Sustainability, MDPI, vol. 16(24), pages 1-25, December.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:24:p:11072-:d:1545909
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/24/11072/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/24/11072/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Shaorui Xu & Yang Chen & Oleksii Lyulyov & Tetyana Pimonenko, 2023. "Green Technology Innovation and High-Quality Economic Development: Spatial Spillover Effect," Prague Economic Papers, Prague University of Economics and Business, vol. 2023(3), pages 292-319.
    2. Rosenberg, Nathan, 1963. "Technological Change in the Machine Tool Industry, 1840–1910," The Journal of Economic History, Cambridge University Press, vol. 23(4), pages 414-443, December.
    3. 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.
    4. Chenhui Ding & Chao Liu & Chuiyong Zheng & Feng Li, 2021. "Digital Economy, Technological Innovation and High-Quality Economic Development: Based on Spatial Effect and Mediation Effect," Sustainability, MDPI, vol. 14(1), pages 1-21, December.
    5. Zhou, Yong & Yang, Qijin & Lu, Shuo, 2023. "Research on the identification and formation mechanism of the main path of digital technology diffusion: Empirical evidence from China," Technology in Society, Elsevier, vol. 75(C).
    6. Zhiqiang Liu & Yaping Zhao & Caiyun Guo & Ziwei Xin, 2024. "Research on the Impact of Digital-Real Integration on Logistics Industrial Transformation and Upgrading under Green Economy," Sustainability, MDPI, vol. 16(14), pages 1-26, July.
    7. Sun, Yunpeng & Gao, Pengpeng & Tian, Wenjuan & Guan, Weimin, 2023. "Green innovation for resource efficiency and sustainability: Empirical analysis and policy," Resources Policy, Elsevier, vol. 81(C).
    8. Sohail Abbas & Ghulam Dastgeer & Samia Nasreen & Shazia Kousar & Urooj Riaz & Saira Arsh & Muhammad Imran, 2024. "How Financial Inclusion and Green Innovation Promote Green Economic Growth in Developing Countries," Sustainability, MDPI, vol. 16(15), pages 1-19, July.
    9. Wang, Linhui & Chen, Qi & Dong, Zhiqing & Cheng, Lu, 2024. "The role of industrial intelligence in peaking carbon emissions in China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    10. Liu, Baoliu & Huang, Yujie & Chen, Mengmei & Lan, Zirui, 2024. "Towards sustainability: How does the digital-real integration affect regional green development efficiency?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 42-59.
    Full references (including those not matched with items on IDEAS)

    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. Li, Huidi & Liu, Jiali & Wang, Huiru, 2024. "Impact of green technology innovation on the quality of regional economic development," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 463-476.
    2. Lingyao Wang & Taofeng Wu & Fangrong Ren, 2025. "Exploring the Role of Digital Economy in Energy Optimization of Manufacturing Industry Under the Constraint of Carbon Reduction? Based on Spatial Panel Threshold Hybrid Model," Energies, MDPI, vol. 18(11), pages 1-26, May.
    3. Chunbo Zhou & Marios Sotiriadis, 2021. "Exploring and Evaluating the Impact of ICTs on Culture and Tourism Industries’ Convergence: Evidence from China," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
    4. Chiu, Chien-Liang & Chang, Ting-Huan, 2009. "What proportion of renewable energy supplies is needed to initially mitigate CO2 emissions in OECD member countries?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1669-1674, August.
    5. Jean C. Kouam & Simplice Asongu, 2022. "The non-linear effects of fixed broadband on economic growth in Africa," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 50(5), pages 881-895, August.
    6. Khémiri, Wafa & Noubbigh, Hédi, 2020. "Size-threshold effect in debt-firm performance nexus in the sub-Saharan region: A Panel Smooth Transition Regression approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 335-344.
    7. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Insurance Policy Thresholds for Economic Growth in Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(3), pages 672-689, July.
    8. Jingwen Lu & Lihua Dai, 2023. "Examining the Threshold Effect of Environmental Regulation: The Impact of Agricultural Product Trade Openness on Agricultural Carbon Emissions," Sustainability, MDPI, vol. 15(13), pages 1-21, June.
    9. Coudert, Virginie & Couharde, Cécile & Mignon, Valérie, 2015. "On the impact of volatility on the real exchange rate – terms of trade nexus: Revisiting commodity currencies," Journal of International Money and Finance, Elsevier, vol. 58(C), pages 110-127.
    10. Mara Leticia Rojas & María María Ibáñez Martín & Carlos Dabús, 2023. "Is Debt Always Harmful for Economic Growth? Evidence from Developing Countries," Working Papers 292, Red Nacional de Investigadores en Economía (RedNIE).
    11. Kelbesa Megersa & Danny Cassimon, 2015. "Public Debt, Economic Growth, and Public Sector Management in Developing Countries: Is There a Link?," Public Administration & Development, Blackwell Publishing, vol. 35(5), pages 329-346, December.
    12. Baharumshah, Ahmad Zubaidi & Slesman, Ly & Wohar, Mark E., 2016. "Inflation, inflation uncertainty, and economic growth in emerging and developing countries: Panel data evidence," Economic Systems, Elsevier, vol. 40(4), pages 638-657.
    13. Balazs Egert, 2022. "Public policy reforms and their impact on productivity, investment and employment: new evidence from OECD and non-OECD countries," Public Sector Economics, Institute of Public Finance, vol. 46(2), pages 179-205.
    14. Ruofan Liao & Zhengtao Chen & Jirakom Sirisrisakulchai & Jianxu Liu, 2025. "Enhancing Rural Economic Sustainability in China Through Agricultural Socialization Services: A Novel Perspective on Spatial-Temporal Dynamics," Agriculture, MDPI, vol. 15(3), pages 1-28, January.
    15. Fernández de Guevara, Juan & Maudos, Joaquín & Salvador, Carlos, 2021. "Effects of the degree of financial constraint and excessive indebtedness on firms’ investment decisions," Journal of International Money and Finance, Elsevier, vol. 110(C).
    16. Chia-Lin Chang & Thanchanok Khamkaew & Michael McAleer, 2012. "IV Estimation of a Panel Threshold Model of Tourism Specialization and Economic Development," Tourism Economics, , vol. 18(1), pages 5-41, February.
    17. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    18. Nimonka Bayale, 2018. "Aide et Croissance dans les pays de l’Union Economique et Monétaire Ouest Africaine (UEMOA) : retour sur une relation controversée," Working Papers hal-01765313, HAL.
    19. Yingying Zhou & Zhuoqing Fang & Nan Li & Xueyan Wu & Yuehan Du & Zonghan Liu, 2019. "How Does Financial Development Affect Reductions in Carbon Emissions in High-Energy Industries?—A Perspective on Technological Progress," IJERPH, MDPI, vol. 16(17), pages 1-25, August.
    20. Liu, Jingjing & Zhao, Min & Wang, Yanbo, 2020. "Impacts of government subsidies and environmental regulations on green process innovation: A nonlinear approach," Technology in Society, Elsevier, vol. 63(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:16:y:2024:i:24:p:11072-:d:1545909. 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.