IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v145y2025ics0140988325002671.html
   My bibliography  Save this article

The impact of supply chain digitalization on urban resilience: Do industrial chain resilience, green total factor productivity and innovation matter?

Author

Listed:
  • Xu, Jingru
  • Yang, Baochen
  • Yuan, Chunlai

Abstract

With the frequent occurrence of exogenous shock events such as natural disasters and extreme weather, building urban resilience has become an important goal for governments worldwide. Based on data from 254 cities in China from 2013 to 2021, this paper measures urban resilience through the entropy method. Furthermore, taking the supply chain digitalization pilot policy as a quasi-natural experiment, this paper explores the impact of supply chain digitalization (SCD) on urban resilience. The results indicate that SCD promotes urban resilience, enhancing cities' ability to resist and recover from risks. Specifically, the promotional effect of SCD on urban resilience is stronger in cities with better digital development, higher administrative levels, and those located in the eastern and middle regions. Additionally, mechanism analysis reveals that SCD strengthens urban resilience by enhancing industrial chain resilience, improving green total factor productivity, and stimulating innovation. This study provides empirical evidence for the contribution of SCD to urban resilience and offers policy implications for improving urban resilience in developing countries.

Suggested Citation

  • Xu, Jingru & Yang, Baochen & Yuan, Chunlai, 2025. "The impact of supply chain digitalization on urban resilience: Do industrial chain resilience, green total factor productivity and innovation matter?," Energy Economics, Elsevier, vol. 145(C).
    • Handle: RePEc:eee:eneeco:v:145:y:2025:i:c:s0140988325002671
    DOI: 10.1016/j.eneco.2025.108443
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988325002671
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.eneco.2025.108443?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Zhou, Xiongyong & Zhu, Qinghua & Xu, Zhiduan, 2023. "The role of contractual and relational governance for the success of digital traceability: Evidence from Chinese food producers," International Journal of Production Economics, Elsevier, vol. 255(C).
    2. Ron Martin & Peter Sunley, 2010. "Complexity Thinking and Evolutionary Economic Geography," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 4, Edward Elgar Publishing.
    3. Mingdou Zhang & Qingbang Wu & Weilu Li & Dongqi Sun & Fei Huang, 2021. "Intensifier of urban economic resilience: Specialized or diversified agglomeration?," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-21, November.
    4. 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.
    5. 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.
    6. Xie, Rui & Yao, Siling & Han, Feng & Zhang, Qi, 2022. "Does misallocation of land resources reduce urban green total factor productivity? An analysis of city-level panel data in China," Land Use Policy, Elsevier, vol. 122(C).
    7. Zeng, Juying & Ning, Zhenzhen & Lassala, Carlos & Ribeiro-Navarrete, Samuel, 2023. "Effect of innovative-city pilot policy on industry–university–research collaborative innovation," Journal of Business Research, Elsevier, vol. 162(C).
    8. Tao Ji & Yanhong Yao & Yue Dou & Shejun Deng & Shijun Yu & Yunqiang Zhu & Huajun Liao, 2022. "The Impact of Climate Change on Urban Transportation Resilience to Compound Extreme Events," Sustainability, MDPI, vol. 14(7), pages 1-16, March.
    9. 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.
    10. Alexandre Dolgui & Dmitry Ivanov, 2022. "5G in digital supply chain and operations management: fostering flexibility, end-to-end connectivity and real-time visibility through internet-of-everything," International Journal of Production Research, Taylor & Francis Journals, vol. 60(2), pages 442-451, January.
    11. Dongdong Lu & Zilong Wang, 2023. "Towards green economic recovery: how to improve green total factor productivity," Economic Change and Restructuring, Springer, vol. 56(5), pages 3163-3185, October.
    12. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    13. Gillian Bristow & Adrian Healy, 2018. "Innovation and regional economic resilience: an exploratory analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 265-284, March.
    14. Jiri Chod & Nikolaos Trichakis & Gerry Tsoukalas & Henry Aspegren & Mark Weber, 2020. "On the Financing Benefits of Supply Chain Transparency and Blockchain Adoption," Management Science, INFORMS, vol. 66(10), pages 4378-4396, October.
    15. Caputo, Andrea & Pizzi, Simone & Pellegrini, Massimiliano M. & Dabić, Marina, 2021. "Digitalization and business models: Where are we going? A science map of the field," Journal of Business Research, Elsevier, vol. 123(C), pages 489-501.
    16. Andreas F. Prein & Roy M. Rasmussen & Kyoko Ikeda & Changhai Liu & Martyn P. Clark & Greg J. Holland, 2017. "The future intensification of hourly precipitation extremes," Nature Climate Change, Nature, vol. 7(1), pages 48-52, January.
    17. Belhadi, Amine & Kamble, Sachin S. & Venkatesh, Mani & Chiappetta Jabbour, Charbel Jose & Benkhati, Imane, 2022. "Building supply chain resilience and efficiency through additive manufacturing: An ambidextrous perspective on the dynamic capability view," International Journal of Production Economics, Elsevier, vol. 249(C).
    18. Jun Wan & Chenggang Li & Zhangting Yang & Liang Wu & Mu Yue, 2025. "Dynamic spatial spillover effects of financial agglomeration on CO2 emissions: the case of China," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
    19. Zhang, Yanming & Huo, Baofeng & Haney, Mark H. & Kang, Mingu, 2022. "The effect of buyer digital capability advantage on supplier unethical behavior: A moderated mediation model of relationship transparency and relational capital," International Journal of Production Economics, Elsevier, vol. 253(C).
    20. Gan, Tian & Zhang, Mingxin & Zhang, Zhiqiang, 2023. "The impact of digital government policy on entrepreneurial activity in China," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 479-496.
    21. Hartley, Janet L. & Sawaya, William J., 2019. "Tortoise, not the hare: Digital transformation of supply chain business processes," Business Horizons, Elsevier, vol. 62(6), pages 707-715.
    22. Papanagnou, Christos & Seiler, Andreas & Spanaki, Konstantina & Papadopoulos, Thanos & Bourlakis, Michael, 2022. "Data-driven digital transformation for emergency situations: The case of the UK retail sector," International Journal of Production Economics, Elsevier, vol. 250(C).
    23. Amine Belhadi & Sachin S. Kamble & Venkatesh Mani & Charbel Jose Chiappetta Jabbour & Imane Benkhati, 2022. "Building supply chain resilience and efficiency through additive manufacturing : An ambidextrous perspective on the dynamic capability view," Post-Print hal-04325568, HAL.
    24. Li, Xiang, 2020. "Reducing channel costs by investing in smart supply chain technologies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 137(C).
    25. Sun, Yang & Tang, Xinwei, 2022. "The impact of digital inclusive finance on sustainable economic growth in China," Finance Research Letters, Elsevier, vol. 50(C).
    26. Cavalcante, Ian M. & Frazzon, Enzo M. & Forcellini, Fernando A. & Ivanov, Dmitry, 2019. "A supervised machine learning approach to data-driven simulation of resilient supplier selection in digital manufacturing," International Journal of Information Management, Elsevier, vol. 49(C), pages 86-97.
    27. Haochang Yang & Faming Zhang & Yixin He, 2021. "Exploring the effect of producer services and manufacturing industrial co-agglomeration on the ecological environment pollution control in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16119-16144, November.
    28. Frank, Alejandro Germán & Dalenogare, Lucas Santos & Ayala, Néstor Fabián, 2019. "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 210(C), pages 15-26.
    29. Wang, Ke-Liang & Jiang, Wei & Miao, Zhuang, 2023. "Impact of high-speed railway on urban resilience in China: Does urban innovation matter?," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    30. Rui Li & Jing Rao & Liangyong Wan, 2022. "The digital economy, enterprise digital transformation, and enterprise innovation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2875-2886, October.
    31. Paul, Sanjoy Kumar & Chowdhury, Priyabrata & Moktadir, Md. Abdul & Lau, Kwok Hung, 2021. "Supply chain recovery challenges in the wake of COVID-19 pandemic," Journal of Business Research, Elsevier, vol. 136(C), pages 316-329.
    32. 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.
    33. Lee, Chien-Chiang & He, Zhi-Wen & Yuan, Zihao, 2023. "A pathway to sustainable development: Digitization and green productivity," Energy Economics, Elsevier, vol. 124(C).
    34. Xiaoli Hao & Xinhui Wang & Haitao Wu & Yu Hao, 2023. "Path to sustainable development: Does digital economy matter in manufacturing green total factor productivity?," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 360-378, February.
    35. Yang, Miying & Fu, Mingtao & Zhang, Zihan, 2021. "The adoption of digital technologies in supply chains: Drivers, process and impact," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    36. Le Sun & Congmou Zhu & Wen-Tsao Pan, 2022. "Impact of Digital Inclusive Finance on Rural High-Quality Development: Evidence from China," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-13, August.
    37. Kim Sundtoft Hald & Paula Coslugeanu, 2022. "The preliminary supply chain lessons of the COVID-19 disruption—What is the role of digital technologies?," Operations Management Research, Springer, vol. 15(1), pages 282-297, June.
    38. Xia, Fan & Xu, Jintao, 2020. "Green total factor productivity: A re-examination of quality of growth for provinces in China," China Economic Review, Elsevier, vol. 62(C).
    39. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    40. Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
    41. Wu, Jian & Shen, Zhanlei & Li, Quanman & Tarimo, Clifford Silver & Wang, Meiyun & Gu, Jianqin & Wei, Wei & Zhang, Xinyu & Huang, Yanli & Ma, Mingze & Xu, Dongyang & Ojangba, Theodora & Miao, Yudong, 2023. "How urban versus rural residency relates to COVID-19 vaccine hesitancy: A large-scale national Chinese study," Social Science & Medicine, Elsevier, vol. 320(C).
    42. Yuxin Zhu & Dazuo Tian & Feng Yan, 2020. "Effectiveness of Entropy Weight Method in Decision-Making," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-5, March.
    43. Furstenau, Leonardo Bertolin & Zani, Carolina & Terra, Stela Xavier & Sott, Michele Kremer & Choo, Kim-Kwang Raymond & Saurin, Tarcisio Abreu, 2022. "Resilience capabilities of healthcare supply chain and supportive digital technologies," Technology in Society, Elsevier, vol. 71(C).
    44. Le Sun & Congmou Zhu & Shaofeng Yuan & Lixia Yang & Shan He & Wuyan Li, 2022. "Exploring the Impact of Digital Inclusive Finance on Agricultural Carbon Emission Performance in China," IJERPH, MDPI, vol. 19(17), pages 1-18, September.
    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. Jianbo Hu & Wenxin Cai & Yu Shen & Faustino Dinis, 2025. "How Does Digital Trade Affect a Firm’s Green Total Factor Productivity? A Life Cycle Perspective," Sustainability, MDPI, vol. 17(14), pages 1-27, July.
    2. Chaobo Zhou & Xinting Li, 2025. "Impact of Smart Cities on Urban Resilience: The Roles of Land Green Utilization Efficiency and Industrial Structure Transformation," Land, MDPI, vol. 14(7), pages 1-19, June.

    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. Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
    2. Luo, Shuangcheng & Xiong, Zhiqiao & Liu, Jianjiang, 2024. "How does supply chain digitization affect green innovation? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 136(C).
    3. Liu, Ying & Huang, Hongyun & Mbanyele, William & Li, Xin & Balezentis, Tomas, 2025. "Harnessing supply chain digital innovation for enhanced corporate environmental practices and sustainable growth," Energy Economics, Elsevier, vol. 142(C).
    4. Shen, Hongshan & Qin, Mengyao & Li, Tianyi & Zhang, Xuan & Zhao, Yang, 2024. "Digital finance and industrial structure upgrading: Evidence from Chinese counties," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    5. Jiang, Zeru & Yuan, Chunlai & Xu, Jingru, 2024. "The impact of digital government on energy sustainability: Empirical evidence from prefecture-level cities in China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    6. Zhong, Shen & Zhou, Zhicheng & Gao, Wei, 2025. "Impact of regional finance reform and innovation policies on green innovation in pilot cities: A quasi-natural experiment," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 888-911.
    7. Li, Yuanyuan & Zhang, Yindan & Geng, Liping, 2024. "Digital finance, financing constraints and supply chain resilience," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    8. Yang Liu & Yanxiang Xie & Kaiyang Zhong, 2024. "Impact of digital economy on urban sustainable development: Evidence from Chinese cities," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 307-324, February.
    9. Guo, Bingnan & Wang, Yu & Zhang, Hao & Liang, Chunyan & Feng, Yu & Hu, Feng, 2023. "Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities," Economic Modelling, Elsevier, vol. 120(C).
    10. Huang, Chenchen & Min Du, Anna & Lin, Boqiang, 2025. "How does the digital economy affect the green transition: The role of industrial intelligence and E-commerce," Research in International Business and Finance, Elsevier, vol. 73(PA).
    11. Shubhendu Singh & Subhas Chandra Misra & Gaurvendra Singh, 2024. "Leveraging Additive Manufacturing for Enhanced Supply Chain Resilience and Sustainability: A Strategic Integration Framework," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(2), pages 343-368, June.
    12. Kun Wang & Bing Chen & Yuhong Li, 2024. "Technological, process or managerial innovation? How does digital transformation affect green innovation in industrial enterprises?," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-32, February.
    13. Xi, Mengjie & Liu, Yang & Fang, Wei & Feng, Taiwen, 2024. "Intelligent manufacturing for strengthening operational resilience during the COVID-19 pandemic: A dynamic capability theory perspective," International Journal of Production Economics, Elsevier, vol. 267(C).
    14. Yang, Xiaoran & Ran, Rong & Chen, Yejing & Zhang, Jie, 2024. "Does digital government transformation drive regional green innovation? Evidence from cities in China," Energy Policy, Elsevier, vol. 187(C).
    15. Desheng Yu & Lihua Yang & Yuping Xu, 2022. "The Impact of the Digital Economy on High-Quality Development: An Analysis Based on the National Big Data Comprehensive Test Area," Sustainability, MDPI, vol. 14(21), pages 1-20, November.
    16. Tiwari, Manisha & Bryde, David J. & Stavropoulou, Foteini & Dubey, Rameshwar & Kumari, Sushma & Foropon, Cyril, 2024. "Modelling supply chain Visibility, digital Technologies, environmental dynamism and healthcare supply chain Resilience: An organisation information processing theory perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    17. Sun, Chuanwang & Khan, Anwar & Xue, Juntao & Huang, Xiaoyong, 2024. "Are digital economy and financial structure driving renewable energy technology innovations: A major eight countries perspective," Applied Energy, Elsevier, vol. 362(C).
    18. Chin, Tachia & Li, Zhisheng & Huang, Leping & Li, Xinyu, 2025. "How artificial intelligence promotes new quality productive forces of firms: A dynamic capability view," Technological Forecasting and Social Change, Elsevier, vol. 216(C).
    19. Deheng Xiao & Can Zhang & Yongjian Huang, 2024. "Digital economy policy and enterprise digital transformation: Evidence from innovation and structural effect," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(4), pages 2348-2359, June.
    20. Xin Sun & Xueyu Rui & Zhikun Cui & Farhad Taghizadeh-Hesary & Xin Zhao, 2025. "Unleashing the green potential: exploring the dynamic influence of the urban digital economy on carbon emissions," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-22, December.

    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:eee:eneeco:v:145:y:2025:i:c:s0140988325002671. 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/eneco .

    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.