IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i20p9351-d1776389.html
   My bibliography  Save this article

How Does Digital Transformation Catalyze New-Quality Productivity? Unraveling the Path Through Green Innovation and the Role of Digital Financial Inclusion

Author

Listed:
  • Lingling Tan

    (School of Modern Posts, Xi’an University of Posts and Telecommunications, Xi’an 710061, China)

  • Kehui Wang

    (School of Modern Posts, Xi’an University of Posts and Telecommunications, Xi’an 710061, China)

  • Huifang Zhang

    (School of Modern Posts, Xi’an University of Posts and Telecommunications, Xi’an 710061, China)

Abstract

In the pursuit of sustainable economic development, fostering new-quality productivity (NQP) is both an inherent requirement and a strategic priority for advancing a green economy, while digital transformation has emerged as a pivotal driver in reconciling economic growth with environmental protection. Grounded in the Dual-Factor Theory of Productivity, this study empirically examines the impact of digital transformation on corporate NQP, with a focus on its heterogeneous effects, using panel data from China’s A-share listed firms (2013–2022). We further investigate the mediating role of green innovation—encompassing both technological and managerial dimensions—and the moderating effect of digital financial inclusion (DFI). The results show that digital transformation significantly enhances NQP, a finding robust to multiple endogeneity tests and alternative model specifications. Mechanism analysis indicates that digitalization fosters NQP by promoting green technological and managerial innovations, while DFI amplifies this effect. Heterogeneity analysis reveals stronger impacts in state-owned enterprises, non-manufacturing sectors, firms in developed regions, and highly competitive industries. These findings advance theoretical understanding of dynamic control mechanisms in environmental economics, provide empirical evidence on how digital transformation drives sustainable productivity through green innovation, and offer actionable insights for policymakers and firms seeking to align economic growth with environmental sustainability.

Suggested Citation

  • Lingling Tan & Kehui Wang & Huifang Zhang, 2025. "How Does Digital Transformation Catalyze New-Quality Productivity? Unraveling the Path Through Green Innovation and the Role of Digital Financial Inclusion," Sustainability, MDPI, vol. 17(20), pages 1-32, October.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:20:p:9351-:d:1776389
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/20/9351/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/20/9351/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    2. Fernandez-Vidal, Jorge & Antonio Perotti, Francesco & Gonzalez, Reyes & Gasco, Jose, 2022. "Managing digital transformation: The view from the top," Journal of Business Research, Elsevier, vol. 152(C), pages 29-41.
    3. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
    4. Yasanur Kayikci & Yigit Kazancoglu & Nazlican Gozacan‐Chase & Cisem Lafci, 2022. "Analyzing the drivers of smart sustainable circular supply chain for sustainable development goals through stakeholder theory," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3335-3353, November.
    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. Ferrell, Allen & Liang, Hao & Renneboog, Luc, 2016. "Socially responsible firms," Journal of Financial Economics, Elsevier, vol. 122(3), pages 585-606.
    7. Cozzio, Claudia & Viglia, Giampaolo & Lemarie, Linda & Cerutti, Stefania, 2023. "Toward an integration of blockchain technology in the food supply chain," Journal of Business Research, Elsevier, vol. 162(C).
    8. 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.
    9. Li, Huanjie & Zhang, Yuan & Li, Yan, 2024. "The impact of the digital economy on the total factor productivity of manufacturing firms: Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    10. Fang, Mingyue & Nie, Huihua & Shen, Xinyi, 2023. "Can enterprise digitization improve ESG performance?," Economic Modelling, Elsevier, vol. 118(C).
    11. Cronqvist, Henrik & Yu, Frank, 2017. "Shaped by their daughters: Executives, female socialization, and corporate social responsibility," Journal of Financial Economics, Elsevier, vol. 126(3), pages 543-562.
    12. 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.
    13. Li, Haichao & Su, Yuqi & Ding, Chante Jian & Tian, Gary Gang & Wu, Zhan, 2024. "Unveiling the green innovation paradox: Exploring the impact of carbon emission reduction on corporate green technology innovation," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    14. Hugo Erken & Piet Donselaar & Roy Thurik, 2018. "Total factor productivity and the role of entrepreneurship," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1493-1521, December.
    15. Ren, Xiaohang & Tong, Ziwei & Sun, Xianming & Yan, Cheng, 2022. "Dynamic impacts of energy consumption on economic growth in China: Evidence from a non-parametric panel data model," Energy Economics, Elsevier, vol. 107(C).
    16. Demirgüç-Kunt, Asli & Martinez Peria, Maria Soledad & Tressel, Thierry, 2020. "The global financial crisis and the capital structure of firms: Was the impact more severe among SMEs and non-listed firms?," Journal of Corporate Finance, Elsevier, vol. 60(C).
    17. Chen, Zhiang & Xing, Ruikun, 2025. "Digital economy, green innovation and high-quality economic development," International Review of Economics & Finance, Elsevier, vol. 99(C).
    18. Tang, Maogang & Liu, Yinlin & Hu, Fengxia & Wu, Baijun, 2023. "Effect of digital transformation on enterprises' green innovation: Empirical evidence from listed companies in China," Energy Economics, Elsevier, vol. 128(C).
    19. Ren, Xiaohang & Zhang, Xiao & Yan, Cheng & Gozgor, Giray, 2022. "Climate policy uncertainty and firm-level total factor productivity: Evidence from China," Energy Economics, Elsevier, vol. 113(C).
    20. He, Wenjian & Wang, Xiaodong & Miao, Miao, 2024. "Network infrastructure and corporate environmental performance: Empirical evidence from “Broadband China”," Energy Economics, Elsevier, vol. 131(C).
    21. Díaz, Antonio & Escribano, Ana, 2021. "Sustainability premium in energy bonds," Energy Economics, Elsevier, vol. 95(C).
    22. Arthur Lewbel, 1997. "Constructing Instruments for Regressions with Measurement Error when no Additional Data are Available, with an Application to Patents and R&D," Econometrica, Econometric Society, vol. 65(5), pages 1201-1214, September.
    23. Fu, Xiaolan & Pietrobelli, Carlo & Soete, Luc, 2011. "The Role of Foreign Technology and Indigenous Innovation in the Emerging Economies: Technological Change and Catching-up," World Development, Elsevier, vol. 39(7), pages 1204-1212, July.
    24. Wang, Jianda & Guo, Dongsheng, 2023. "Siphon and radiation effects of ICT agglomeration on green total factor productivity: Evidence from a spatial Durbin model," Energy Economics, Elsevier, vol. 126(C).
    25. Sun, Jianhua & Hou, Shaobo & Deng, Yuxia & Li, Huaicheng, 2024. "New media environment, green technological innovation and corporate productivity: Evidence from listed companies in China," Energy Economics, Elsevier, vol. 131(C).
    26. Broccardo, Laura & Truant, Elisa & Dana, Léo-Paul, 2023. "The interlink between digitalization, sustainability, and performance: An Italian context," Journal of Business Research, Elsevier, vol. 158(C).
    27. Radicic, Dragana & Petković, Saša, 2023. "Impact of digitalization on technological innovations in small and medium-sized enterprises (SMEs)," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    28. Hong, Junjie & Shi, Fangyuan & Zheng, Yuhan, 2023. "Does network infrastructure construction reduce energy intensity? Based on the “Broadband China” strategy," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    29. Wang, Linhui & Wang, Hui & Cao, Zhanglu & He, Yongda & Dong, Zhiqing & Wang, Shixiang, 2022. "Can industrial intellectualization reduce carbon emissions? — Empirical evidence from the perspective of carbon total factor productivity in China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    30. Jin, Canyang & Xu, Aiting & Zhu, Yuhan & Li, Jinchang, 2023. "Technology growth in the digital age: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    31. Li, Guangqin & Xue, Qing & Qin, Jiahong, 2022. "Environmental information disclosure and green technology innovation: Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    32. Wang, Xiong & Wang, Xiao & Ren, Xiaohang & Wen, Fenghua, 2022. "Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach," Energy Economics, Elsevier, vol. 109(C).
    33. Nucci, Francesco & Puccioni, Chiara & Ricchi, Ottavio, 2023. "Digital technologies and productivity: A firm-level investigation," Economic Modelling, Elsevier, vol. 128(C).
    34. Clarkson, Peter M. & Li, Yue & Richardson, Gordon D. & Vasvari, Florin P., 2008. "Revisiting the relation between environmental performance and environmental disclosure: An empirical analysis," Accounting, Organizations and Society, Elsevier, vol. 33(4-5), pages 303-327.
    35. Liu, Jianlei & Uchida, Konari & Bao, Chenyu, 2024. "Environmental regulation, corporate environmental disclosure, and firm performance: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    36. Liu, Guanyu & Liu, Jiaqi & Gao, Ping & Yu, Jiang & Pu, Zhengning, 2024. "Understanding mechanisms of digital transformation in state-owned enterprises in China: An institutional perspective," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    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. Wang, Xiaolin & Ye, Yingying, 2024. "Environmental protection tax and firms’ ESG investment: Evidence from China," Economic Modelling, Elsevier, vol. 131(C).
    2. 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).
    3. Tian, Lichuan & Sun, Kai & Yang, Jie & Zhao, Yang, 2024. "Does digital economy affect corporate ESG performance? New insights from China," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 964-980.
    4. Shunbin Zhong & Huafu Shen & Ziheng Niu & Yang Yu & Lin Pan & Yaojun Fan & Atif Jahanger, 2022. "Moving towards Environmental Sustainability: Can Digital Economy Reduce Environmental Degradation in China?," IJERPH, MDPI, vol. 19(23), pages 1-23, November.
    5. Li, Longda, 2024. "The environmental spillovers of buyers' digital transformation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    6. Xu, Yong & Yuan, Ling & Khalfaoui, Rabeh & Radulescu, Magdalena & Mallek, Sabrine & Zhao, Xin, 2023. "Making technological innovation greener: Does firm digital transformation work?," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    7. Lyu, Yanwei & Zhang, Jinning & Wang, Wenqiang & Li, Yutao & Geng, Yong, 2024. "Toward low carbon development through digital economy: A new perspective of factor market distortion," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    8. Song, Yinghao & Bian, Zhaian & Tu, Wei & He, Juan, 2025. "How environmental regulation policies affect corporate ESG ratings: Latecomer advantage in China's digital economy," Energy Economics, Elsevier, vol. 144(C).
    9. Jiaqi Liu & Yiyang Cheng & Yamei Fu & Fei Xue, 2024. "The Impact of Digital Economy on TFP of Industries: Empirical Analysis Based on the Extension of Schumpeterian Model to Complex Economic Systems," Mathematics, MDPI, vol. 12(17), pages 1-24, August.
    10. Zhao, Zhihui & Liu, Wei & Ning, Yiyi & Yang, Shiyu, 2024. "Can China go green through digitalization? Evidence from China's listed firms," International Review of Economics & Finance, Elsevier, vol. 94(C).
    11. Zhang, Kaixia & Bu, Caiqi, 2024. "Top managers with information technology backgrounds and digital transformation: Evidence from small and medium companies," Economic Modelling, Elsevier, vol. 132(C).
    12. 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).
    13. Cao, June & Huang, Zijie & Liew, Millie, 2025. "The environmental-financial nexus: Centralized environmental monitoring, eco-consciousness, and green revenues," Journal of Economic Behavior & Organization, Elsevier, vol. 231(C).
    14. Cheng, Yiming & Zeng, Bo & Lin, Weixing, 2024. "Heterogenous effects of inclusive digital economy and resource distribution mismatch on corporate ESG performance in China," Resources Policy, Elsevier, vol. 92(C).
    15. Hao Xu & Peilin Wang & Kai Ding, 2024. "Transforming Agriculture: Empirical Insights into How the Digital Economy Elevates Agricultural Productivity in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    16. Zhang, Huaqing & Cai, Cen & Zhang, Xiangjian & Tu, Yongqian & Zhu, Qianyu, 2024. "Relationship between business environment and regional innovation level: Examining the moderating role of digital finance," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    17. Yuefeng Xie & Luman Zhao & Yabin Zhang & Zhenguo Wang, 2025. "How Do Robot Applications Affect Corporate Sustainability?—An Analysis Based on Environmental, Social, and Governance Performance," Sustainability, MDPI, vol. 17(5), pages 1-29, February.
    18. Ling, Shixian & Gao, Hongfu & Yuan, Di, 2024. "Catalytic role of the digital economy in fostering corporate green technology innovation: a mechanism for sustainability transformation in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 278-292.
    19. Xu, Ru-Yu & Wang, Ke-Liang & Miao, Zhuang, 2024. "Exploring the impact of digital industry agglomeration on provincial energy efficiency in China: A panel data analysis from 2012 to 2020," Energy, Elsevier, vol. 313(C).
    20. Zhang, Liming & Zhao, Yuting & Liu, Liang & Sun, Helin & Wang, Yue, 2025. "The spatial effects of green-innovation coupling and coordinated development from the perspective of digital inclusive finance: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 210(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:17:y:2025:i:20:p:9351-:d:1776389. 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.