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Digital finance and enterprise financing constraints: Structural characteristics and mechanism identification

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Cited by:

  1. Song, Yang & Zhang, Yue & Zhang, Zhipeng & Sahut, Jean-Michel, 2025. "Artificial intelligence, digital finance, and green innovation," Global Finance Journal, Elsevier, vol. 64(C).
  2. Chen, Xiaohui & Shen, Shaowei, 2024. "Probability causal inference of interest rate fluctuations: Evidence from private credit in emerging markets," Technological Forecasting and Social Change, Elsevier, vol. 200(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. Tu, Qiang & Wang, Jianing & Zuo, Limei & Yao, Ye & Ji, Qiang, 2025. "Can ESG enhance the efficacy of emissions trading systems on enterprise productivity: Evidence from China," Research in International Business and Finance, Elsevier, vol. 76(C).
  5. Zijing Hu & Bowen Li & Guanyu Guo & Yuan Tian & Yue Zhang & Chengming Li, 2024. "Unlocking the Power of Economic Agglomeration: How Digital Finance Enhances Urban Land Use Efficiency Through Innovation Ability and Rationalization of Industrial Structure in China," Land, MDPI, vol. 13(11), pages 1-26, October.
  6. Zhou, Yuanxiang & Liu, Huayan & Chen, Chan & Ma, Yingqi, 2025. "The impact of digital inclusive finance on green economic efficiency: Pathways to inclusive sustainability," Research in International Business and Finance, Elsevier, vol. 76(C).
  7. Dewu Li & Zhusheng Wu & Qianjin Wu, 2024. "How Does Digital Finance Affect Sports Enterprise Innovation? Evidence from Chinese Sports Listed Enterprises," Sustainability, MDPI, vol. 16(14), pages 1-21, July.
  8. Ou, Xiaojing & Zhao, Weikang & Zheng, Zhiqiang & Mohiuddin, Muhammad, 2025. "Towards green trade: Digital economy and export quality of green products," Research in International Business and Finance, Elsevier, vol. 75(C).
  9. Chen, Qian, 2024. "Media coverage, social trust and corporate financing efficiency," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  10. Wang, Yunsong & Jiang, Aiqing & Zhang, Songlin & Chen, Weihong, 2024. "Traditional finance, digital finance, and financial efficiency: An empirical analysis based on 19 urban agglomerations in China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  11. Wang, Lan & Song, Liyuan & Yang, Yudong & Ding, Xinge, 2024. "Untangling cross-border interfirm effects in SMEs’ working capital financing: A cyber-behavioral signaling perspective," International Journal of Production Economics, Elsevier, vol. 274(C).
  12. Teng, Mingming & Tan, Weijie, 2023. "Bank branch agglomeration and corporate green transformation: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PB).
  13. Ding, Jiantao & Yin, Yingkai & Kuang, Jinsong & Ding, Dezhi & Madsen, Dag.Øivind & Yang, Kunyu, 2024. "The impact of enterprise digital transformation on financial mismatch: Empirical evidence from listed companies in China," Finance Research Letters, Elsevier, vol. 66(C).
  14. Huiquan Li & Qingning Lin & Yan Wang & Shiping Mao, 2023. "Can Digital Finance Improve China’s Agricultural Green Total Factor Productivity?," Agriculture, MDPI, vol. 13(7), pages 1-19, July.
  15. Yonghong Li & Haoyue Xie & Chang Liu, 2025. "Research on Synergy Measurement and Digital Finance Driving Mechanism of Enterprise Digital Transformation and Greening Upgrade: An Empirical Analysis Based on the Complex System Coordination Degree M," Sustainability, MDPI, vol. 17(11), pages 1-31, May.
  16. Gong, Qinyi & Zhang, Rui, 2025. "Digital finance as a catalyst for energy transition and sustainable rural economic growth," Finance Research Letters, Elsevier, vol. 71(C).
  17. Sirui Dong & Ya He & Haonan Chen, 2025. "The Impacts and Mechanisms of Corporate Social Responsibility Disclosure on Corporate Exports: With Reference to the Moderating Effect of Environmental Regulation," Sustainability, MDPI, vol. 17(10), pages 1-29, May.
  18. Wang, Wenwen, 2025. "Digital finance and firm green innovation: The role of media and executives," Finance Research Letters, Elsevier, vol. 74(C).
  19. Yuwei Liu & Shan Qin & Jiamin Li & Ting Jin, 2023. "Artificial Intelligence and Street Space Optimization in Green Cities: New Evidence from China," Sustainability, MDPI, vol. 15(23), pages 1-15, November.
  20. Peng, Zihao & Huang, Yiqi & Liu, Luanhong & Xu, Wanli & Qian, Xihong, 2024. "How government digital attention alleviates enterprise financing constraints: An enterprise digitalization perspective," Finance Research Letters, Elsevier, vol. 67(PB).
  21. Xu, Yueli & Guo, Binhua & Zhan, Shuwei & Lu, Yao, 2025. "Is Fintech driving household asset allocation towards the law of one price?," Finance Research Letters, Elsevier, vol. 78(C).
  22. Xiao Liu & Yue Zhu, 2024. "Research on the Impact Mechanism of ETS on Green Innovation in China’s High-Carbon Industries: A Perspective of Enterprise Heterogeneity," Sustainability, MDPI, vol. 16(20), pages 1-18, October.
  23. Xu, Ruifeng & Song, Frank M., 2025. "Is AI a key driving force for Chinese total factor productivity growth? Mechanistic analysis of employment, supply chain, and information asymmetry," Economic Modelling, Elsevier, vol. 150(C).
  24. Fanbao Xie & Xin Guan & Xiaoyan Peng & Yanzhao Zeng & Zeyu Wang & Tianqiao Qin, 2024. "Application of Fuzzy Control and Neural Network Control in the Commercial Development of Sustainable Energy System," Sustainability, MDPI, vol. 16(9), pages 1-22, May.
  25. Zhiwei Li & Jinlong Chen, 2024. "Supplier innovativeness, supplier relationships, and enterprises' finance constraints," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(2), pages 652-663, March.
  26. Peng, Zhen & Bai, Fan & Zhao, Feng, 2024. "Digital finance, life cycle, and enterprise mergers and acquisitions," Finance Research Letters, Elsevier, vol. 67(PB).
  27. Song, Yunxing & Lee, Suin & Wang, Bin, 2025. "Digital finance and dividend policy: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
  28. Wang, Baoyi & Khan, Inayat & Ge, Chenlu & Naz, Huma, 2024. "Digital transformation of enterprises promotes green technology innovation – The regulated mediation model," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  29. Lu, Yao & Li, Lu & Zhan, Huanqi & Zhan, Minghua, 2024. "Fintech, information heterogeneity, and the regional distribution effects of corporate financing constraints," Economic Modelling, Elsevier, vol. 137(C).
  30. Liu, Liang & Ju, Zhen, 2025. "Digital finance and retirement planning: The role of information cost reduction and trust enhancement channels," Economic Modelling, Elsevier, vol. 144(C).
  31. Li, Li & Zhang, Du & Li, Rongrong, 2024. "ESG rating disagreement and corporate innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 62(PA).
  32. Valentine, Soumtang Bime & Itchoko Motande, Mondjeli Mwa Ndjokou & Salim Ahmed, Vessah Mbouombouo, 2024. "Revisiting natural resources and economic complexity nexus: Does financial development matter in developing countries?," Resources Policy, Elsevier, vol. 93(C).
  33. Yin, Lei & Yang, Yuanyuan, 2024. "How does digital finance influence corporate greenwashing behavior?," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 359-373.
  34. Li, Mo & Li, Chunyan & Duan, Mingchen & Hou, Wenjia & Pan, Xingchen, 2024. "Analysis of the alleviating effect of accounts receivable pledge financing on financing constraints," Finance Research Letters, Elsevier, vol. 70(C).
  35. Shumei Han & Di Zhang & Hongfeng Zhang & Shuaijun Lin, 2025. "Artificial Intelligence Technology, Organizational Learning Capability, and Corporate Innovation Performance: Evidence from Chinese Specialized, Refined, Unique, and Innovative Enterprises," Sustainability, MDPI, vol. 17(6), pages 1-26, March.
  36. Yang, Yuhan & Zhang, Chong & Liu, Baoliu & Huang, Yujie & Tai, Yafei, 2024. "Mystery of special government subsidies: How does digital transformation promote enterprise innovation and development?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 1-16.
  37. Bai, Hengrui & Huang, Lingyu & Wang, Ziqi, 2024. "Supply chain financing, digital financial inclusion and enterprise innovation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
  38. Zhang, Ruchuan & Gao, Weiyan & Chen, Shanshan & Zhou, Li & Li, Aijun, 2024. "Dose digital transformation contribute to improving financing efficiency? Evidence and implications for energy enterprises in China," Energy, Elsevier, vol. 300(C).
  39. Yue, Sishi & Yang, Mo & Dong, Dayong, 2024. "Do enterprises adopting digital finance exhibit higher values? Based on textual analysis," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
  40. Wang, Chenxi & Deng, Xincai & Wang, Deli & Pan, Xingguang, 2024. "Financial regulation, financing constraints, and enterprise innovation performance," International Review of Financial Analysis, Elsevier, vol. 95(PB).
  41. Ayaz, Muhammad & Anwer, Zaheer & Hassan, M. Kabir & Xiaoyang, Xu, 2025. "Inhabiting influence of digital finance on stock price synchronicity," Global Finance Journal, Elsevier, vol. 64(C).
  42. Dong, Hanmin & Zhang, Lin & Zheng, Huanhuan, 2024. "Green bonds: Fueling green innovation or just a fad?," Energy Economics, Elsevier, vol. 135(C).
  43. Xiuhai Huang & Zhenyu Xu, 2024. "Has the development of the digital economy increased corporate financial asset holdings? --A quasi-natural experiment based on the "Broadband China" policy," Journal of Economic Statistics, Anser Press, vol. 2(1), pages 18-37, January.
  44. Xie, Yongjing & Lin, Boqiang, 2025. "Financial leasing and China’s renewable energy firms' investment behavior: In the context of government subsidy reduction," Renewable and Sustainable Energy Reviews, Elsevier, vol. 214(C).
  45. repec:bba:j00005:v:2:y:2024:i:1:p:19-38:d:284 is not listed on IDEAS
  46. Zhang, Pengcheng & Qi, Jiayin, 2025. "Carbon emission regulation and corporate financing constraints: A quasi-natural experiment based on China’s carbon emissions trading mechanism," Journal of Contemporary Accounting and Economics, Elsevier, vol. 21(1).
  47. Zhang, Xiaolei & Zhou, Cai & Li, Ziyun & Sun, Wenping, 2025. "Can internet finance promote employment absorption by township enterprises in China?," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
  48. Li, Dengjia & Ma, Chaoqun & Li, Hao & Yang, Jinglan, 2024. "The adoption of blockchain and financing constraints: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 96(PB).
  49. Dongri Han & Yue Zhu & Yanxia Diao & Min Liu & Ziyi Shi, 2024. "The impact of new digital infrastructure construction on substantive green innovation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(6), pages 4072-4083, September.
  50. Zhiying Ji & Yushuang Chen, 2025. "An Empirical Investigation into the Impact Mechanisms of Energy Transition in Corporate Performance," Sustainability, MDPI, vol. 17(13), pages 1-27, June.
  51. Tu, Bingqian & Zhou, Zhou & Dang, Jingqi & Qiu, Yitian, 2024. "Information matters: The effectiveness of mixed-ownership reform in mitigating financial constraints," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 1115-1132.
  52. Chenyang Meng & Yu Peng & Jiaxin Zhang & Jinjin Chen, 2025. "How Fintech Impacts Enterprises’ Digital–Green Synergy," Sustainability, MDPI, vol. 17(12), pages 1-19, June.
  53. Liu, Yuanyang & Tian, Xuemei & Long, Yang, 2025. "Digital economy and corporate ESG performance: Cost reduction or efficiency improvement?," Finance Research Letters, Elsevier, vol. 77(C).
  54. Lai, Xiaobing & Yue, Shujing & Guo, Chong & Gao, Peng, 2024. "Unleashing global potential: The impact of digital technology innovation on corporate international diversification," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  55. Hongyi Wang & Yi Li & Bingyang He, 2024. "Spatial Spillover Effects of Digital Finance on Corporate ESG Performance," Sustainability, MDPI, vol. 16(16), pages 1-20, August.
  56. Yang, Mo & Yue, Sishi & Dong, Dayong & Cao, Jiawei, 2025. "Management integrity and the cost of equity capital: Evidence from Chinese listed firms," Research in International Business and Finance, Elsevier, vol. 77(PA).
  57. Xue, Liuyang & Jiang, Shiyao & Wu, Nanxuan & Yin, Meng, 2025. "Effect of firm social status on ESG performance: Theoretical mechanism and heterogeneity analysis," International Review of Economics & Finance, Elsevier, vol. 99(C).
  58. Zhang, Jingshen & Zhou, Xinzhu & Bai, Rong & Dong, Haoyang & Tang, Tingting & Wang, Zeyu & Yang, Ya & Huang, Feng, 2024. "Impact of environmental supervision reform on green innovation in mineral enterprises," Resources Policy, Elsevier, vol. 88(C).
  59. Zhang, Jingxue & Yu, Shiwei & Zhang, Yue-Jun & Su, Bin & Sun, Ya-Fang, 2025. "How do renewable energy policies affect energy green development? Evidence from Chinese listed energy firms," Energy Economics, Elsevier, vol. 142(C).
  60. Dandan Wang & Tongfei Yang, 2025. "Research on the Promotion Effect of the Marketization of Data Elements on the Digital Transformation of Manufacturing Enterprises: An Empirical Evaluation of a Multiperiod DID Model," Sustainability, MDPI, vol. 17(7), pages 1-23, April.
  61. Jiang, Chun & Qiu, Yihan & Li, Xiao-Lin & Si, Deng-Kui, 2024. "Does stock market liberalization promote entrepreneurship?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 480-495.
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