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Digital finance and stock price crash: Evidence from China

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  • Zhang, Ping
  • Wang, Yiru

Abstract

In this paper, we study the impact of digital finance on stock price crash risk based on 293 Chinese city-level digital finance indexes and all A-share listed companies from 2011 to 2022. We find that digital finance can decrease stock price crash risk by the Generalized Method of Moments (GMM) dynamic panel regression model. The promotion of digital transformation, the increase of information transparency, and the decrease of financial risks are three plausible channels that allow digital finance to reduce stock price crash risk. These mechanisms shed light on the pathways through which digital finance can enhance market stability. Furthermore, our investigation reveals that the reducing effect is more pronounced in higher competitive industries and new technology firms. The conclusion enriches and expands the research on digital finance and corporate stock price crash risk, providing a theoretical basis for improving and stabilizing the Chinese capital market and promoting the development strategy of digital finance.

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  • Zhang, Ping & Wang, Yiru, 2025. "Digital finance and stock price crash: Evidence from China," Emerging Markets Review, Elsevier, vol. 66(C).
  • Handle: RePEc:eee:ememar:v:66:y:2025:i:c:s1566014125000366
    DOI: 10.1016/j.ememar.2025.101287
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    1. Mingtao Yu & Aiguo Yan, 2022. "Can Digital Finance Accelerate the Digital Transformation of Companies? From the Perspective of M&A," Sustainability, MDPI, vol. 14(21), pages 1-16, November.
    2. Yu, Zehui & Li, Yiming & Dai, Lihua, 2023. "Digital finance and regional economic resilience: Theoretical framework and empirical test," Finance Research Letters, Elsevier, vol. 55(PA).
    3. Mu-chen Li & Si-xian Feng & Xing Xie, 2023. "Spatial effect of digital financial inclusion on the urban–rural income gap in China—analysis based on path dependence," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(2), pages 2106279-210, December.
    4. Hu, Yue & Liu, Chang & Peng, Jiangang, 2021. "Financial inclusion and agricultural total factor productivity growth in China," Economic Modelling, Elsevier, vol. 96(C), pages 68-82.
    5. Dai, Zhifeng & Zhu, Haoyang & Zhang, Xinhua, 2022. "Dynamic spillover effects and portfolio strategies between crude oil, gold and Chinese stock markets related to new energy vehicle," Energy Economics, Elsevier, vol. 109(C).
    6. Zheng, Zhen & Lin, Yongjia & Yu, Xiaoou & Liu, Xinming, 2021. "Product market competition and the cost of equity capital," Journal of Business Research, Elsevier, vol. 132(C), pages 1-9.
    7. Yan Shen & C. James Hueng & Wenxiu Hu, 2021. "Measurement and spillover effect of digital financial inclusion: a cross-country analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 28(20), pages 1738-1743, November.
    8. Zhang, Ping & Sha, Yezhou & Wang, Yu & Wang, Tewei, 2022. "Capital market opening and stock price crash risk – Evidence from the Shanghai-Hong Kong stock connect and the Shenzhen-Hong Kong stock connect," Pacific-Basin Finance Journal, Elsevier, vol. 76(C).
    9. Richardson, Grant & Obaydin, Ivan & Liu, Chelsea, 2022. "The effect of accounting fraud on future stock price crash risk," Economic Modelling, Elsevier, vol. 117(C).
    10. 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).
    11. Cao, Jiahui & Wen, Fenghua & Zhang, Yue & Yin, Zhujia & Zhang, Yun, 2022. "Idiosyncratic volatility and stock price crash risk: Evidence from china," Finance Research Letters, Elsevier, vol. 44(C).
    12. Ahsan Habib & Mostafa Monzur Hasan & Haiyan Jiang, 2018. "Stock price crash risk: review of the empirical literature," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(S1), pages 211-251, November.
    13. Cedric Mbanga & Ali F. Darrat & Jung Chul Park, 2019. "Investor sentiment and aggregate stock returns: the role of investor attention," Review of Quantitative Finance and Accounting, Springer, vol. 53(2), pages 397-428, August.
    14. Zhu, Mingxun & Wang, Yanping & Wei, Min & Cai, Zhen, 2023. "How does digital finance affect consumer online shopping: A comprehensive analysis based on econometric model," Finance Research Letters, Elsevier, vol. 54(C).
    15. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    16. Jagtiani, Julapa & Lemieux, Catharine, 2018. "Do fintech lenders penetrate areas that are underserved by traditional banks?," Journal of Economics and Business, Elsevier, vol. 100(C), pages 43-54.
    17. Huang, Zhi-xiong & Tang, Qi & Huang, Siming, 2020. "Foreign investors and stock price crash risk: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 210-223.
    18. Xia Chen & Qiang Cheng & Ting Luo & Heng Yue, 2020. "Short Sellers and Long‐Run Management Forecasts," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 802-828, June.
    19. Ben-Nasr, Hamdi & Ghouma, Hatem, 2018. "Employee welfare and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 700-725.
    20. Minghui Li & Chaohai Shen & Mengyao Wen, 2023. "The Effect of Firm-Specific Environmental Punishment on Stock Price Crash Risk: Evidence From China," SAGE Open, , vol. 13(4), pages 21582440231, October.
    21. Mou, Kefen & Xu, Bing, 2024. "Digital finance, government regulation, and corporate capital market efficiency," Finance Research Letters, Elsevier, vol. 68(C).
    22. Balachandran, Balasingham & Duong, Huu Nhan & Luong, Hoang & Nguyen, Lily, 2020. "Does takeover activity affect stock price crash risk? Evidence from international M&A laws," Journal of Corporate Finance, Elsevier, vol. 64(C).
    23. Fiordelisi, Franco & Ricci, Ornella & Santilli, Gianluca, 2023. "Environmental engagement and stock price crash risk: Evidence from the European banking industry," International Review of Financial Analysis, Elsevier, vol. 88(C).
    24. Wen, Fenghua & Zhao, Lili & He, Shaoyi & Yang, Guozheng, 2020. "Asymmetric relationship between carbon emission trading market and stock market: Evidences from China," Energy Economics, Elsevier, vol. 91(C).
    25. Kim, Yongtae & Li, Haidan & Li, Siqi, 2014. "Corporate social responsibility and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 1-13.
    26. Zhan, Minghua & Li, Shuai & Wu, Zhouheng, 2023. "Can digital finance development improve balanced regional investment allocations in developing countries? — The evidence from China," Emerging Markets Review, Elsevier, vol. 56(C).
    27. Dai Yuhui & Lu Zhang, 2023. "Regional Digital Finance and Corporate Financial Risk: Based on Chinese Listed Companies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(2), pages 296-311, January.
    28. Kong, Dongmin & Shi, Lu & Zhang, Fan, 2021. "Explain or conceal? Causal language intensity in annual report and stock price crash risk," Economic Modelling, Elsevier, vol. 94(C), pages 715-725.
    29. Jia Li & Zhengying Luo, 2021. "Product market competition and cost stickiness: Evidence from China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(7), pages 1808-1821, October.
    30. Mostafa Monzur Hasan & Grantley Taylor & Grant Richardson, 2022. "Brand Capital and Stock Price Crash Risk," Management Science, INFORMS, vol. 68(10), pages 7221-7247, October.
    31. Ying Yu & Qian Zhang & Fan Song, 2023. "Non-Linear Impacts and Spatial Spillover of Digital Finance on Green Total Factor Productivity: An Empirical Study of Smart Cities in China," Sustainability, MDPI, vol. 15(12), pages 1-22, June.
    32. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    33. Wen, Fenghua & Xu, Longhao & Ouyang, Guangda & Kou, Gang, 2019. "Retail investor attention and stock price crash risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 65(C).
    34. Dan Luo & Man Luo & Jiamin Lv, 2022. "Can Digital Finance Contribute to the Promotion of Financial Sustainability? A Financial Efficiency Perspective," Sustainability, MDPI, vol. 14(7), pages 1-29, March.
    35. Chang, Xin & Chen, Yangyang & Zolotoy, Leon, 2017. "Stock Liquidity and Stock Price Crash Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(4), pages 1605-1637, August.
    36. Zou, Qifeng & Zhang, Yanliang, 2025. "The impact of financial technology advancement on stock crash risk: An Analysis of the mediating effect of information transparency," Finance Research Letters, Elsevier, vol. 71(C).
    37. Xinmin Liu & Xinjiang Wang & Wencheng Yu, 2023. "Opportunity or Challenge? Research on the Influence of Digital Finance on Digital Transformation of Agribusiness," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
    38. Chia-Hao Lee & Pei-I Chou, 2020. "Industry competition, earnings management and leader–follower effects," Applied Economics, Taylor & Francis Journals, vol. 52(4), pages 388-399, January.
    39. Fu, Junhui & Wu, Xiang & Liu, Yufang & Chen, Rongda, 2021. "Firm-specific investor sentiment and stock price crash risk," Finance Research Letters, Elsevier, vol. 38(C).
    40. Kai Chang & Xiaochang Cheng & Yiran Wang & Qiming Liu & Jie Hu, 2023. "The impacts of ESG performance and digital finance on corporate financing efficiency in China," Applied Economics Letters, Taylor & Francis Journals, vol. 30(4), pages 516-523, February.
    41. Caiyun Chen & Minghuan Li, 2023. "Does digital finance impact debt concentration of Chinese firms?," Applied Economics Letters, Taylor & Francis Journals, vol. 30(7), pages 871-874, April.
    42. Li, Quan & Chen, Huimin & Chen, Yang & Xiao, Tong & Wang, Li, 2023. "Digital economy, financing constraints, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    43. Duan, Jiangjiao & Lin, Jingjing, 2022. "Information disclosure of COVID-19 specific medicine and stock price crash risk in China," Finance Research Letters, Elsevier, vol. 48(C).
    44. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    45. Zhaolin Wang & Miaochao Chen, 2022. "Digital Finance, Financing Constraint and Enterprise Financial Risk," Journal of Mathematics, Hindawi, vol. 2022, pages 1-9, March.
    46. Yongtao Hong & Fariz Huseynov & Wei Zhang, 2014. "Earnings Management and Analyst Following: A Simultaneous Equations Analysis," Financial Management, Financial Management Association International, vol. 43(2), pages 355-390, June.
    47. Babar, Md. & Habib, Ahsan, 2021. "Product market competition in accounting, finance, and corporate governance: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 73(C).
    48. Yang, Junhong & Wu, Yu & Huang, Bihong, 2023. "Digital finance and financial literacy: Evidence from Chinese households," Journal of Banking & Finance, Elsevier, vol. 156(C).
    49. Sha, Yezhou & Zhang, Ping & Wang, Yiru & Xu, Yifan, 2022. "Capital market opening and green innovation——Evidence from Shanghai-Hong Kong stock connect and the Shenzhen-Hong Kong stock connect," Energy Economics, Elsevier, vol. 111(C).
    50. Frank Antwi & Yusheng Kong, 2023. "Investigating the impacts of digital finance technology on financial stability of the banking sector: New insights from developing market economies," Cogent Business & Management, Taylor & Francis Journals, vol. 10(3), pages 2284738-228, December.
    51. Huang, Shoujun & Liu, Hezhe, 2021. "Impact of COVID-19 on stock price crash risk: Evidence from Chinese energy firms," Energy Economics, Elsevier, vol. 101(C).
    52. Schaub, Nic, 2018. "The Role of Data Providers as Information Intermediaries," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1805-1838, August.
    53. Xu, Guiyang & Li, Guanggui & Sun, Peibo & Peng, Dan, 2023. "Inefficient investment and digital transformation: What is the role of financing constraints?," Finance Research Letters, Elsevier, vol. 51(C).
    54. Joseph D. Piotroski & T. J. Wong & Tianyu Zhang, 2015. "Political Incentives to Suppress Negative Information: Evidence from Chinese Listed Firms," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 53(2), pages 405-459, May.
    55. Noemi Schmitt & Ivonne Schwartz & Frank Westerhoff, 2022. "Heterogeneous speculators and stock market dynamics: a simple agent-based computational model," The European Journal of Finance, Taylor & Francis Journals, vol. 28(13-15), pages 1263-1282, October.
    56. Tian, Huiqing & Shi, Tao, 2024. "Corporate digital transformation and supply chain synergy effects," Finance Research Letters, Elsevier, vol. 62(PB).
    57. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    58. Xiuxiu Jiang & Xia Wang & Jia Ren & Zhimin Xie, 2021. "The Nexus between Digital Finance and Economic Development: Evidence from China," Sustainability, MDPI, vol. 13(13), pages 1-17, June.
    59. Yezhou Sha & Kung-Cheng Ho & Cheng Yan, 2022. "Prevention of Financial Risk, the International Conference on Preventing Major Finance Risk and Fostering High-Quality Growth Special Issue," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4191-4194, December.
    60. Li, Kai & Griffin, Dale & Yue, Heng & Zhao, Longkai, 2013. "How does culture influence corporate risk-taking?," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 1-22.
    61. Charitou, Andreas & Karamanou, Irene & Lambertides, Neophytos, 2019. "Analysts to the rescue?," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 108-128.
    62. Wu, Yilin & Huang, Shilei, 2022. "The effects of digital finance and financial constraint on financial performance: Firm-level evidence from China's new energy enterprises," Energy Economics, Elsevier, vol. 112(C).
    63. Callen, Jeffrey L. & Fang, Xiaohua, 2015. "Short interest and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 181-194.
    64. Ma, Xiaofang & Wang, Wenming & Wu, Jiangang & Zhang, Wenlan, 2020. "Corporate customer concentration and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 119(C).
    65. Si Luo & Miaochao Chen, 2022. "Digital Finance Development and the Digital Transformation of Enterprises: Based on the Perspective of Financing Constraint and Innovation Drive," Journal of Mathematics, Hindawi, vol. 2022, pages 1-10, March.
    66. Feng, Jingwen & Goodell, John W. & Shen, Dehua, 2022. "ESG rating and stock price crash risk: Evidence from China," Finance Research Letters, Elsevier, vol. 46(PB).
    67. Tao Kong & RenJi Sun & Guanglin Sun & Youtao Song, 2022. "Effects of Digital Finance on Green Innovation considering Information Asymmetry: An Empirical Study Based on Chinese Listed Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4399-4411, December.
    68. Lai, Xiaobing & Yue, Shujing & Guo, Chong & Zhang, Xinhe, 2023. "Does FinTech reduce corporate excess leverage? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 281-299.
    69. Xu, Nianhang & Jiang, Xuanyu & Chan, Kam C. & Yi, Zhihong, 2013. "Analyst coverage, optimism, and stock price crash risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 25(C), pages 217-239.
    70. Liming Yang & Yanxia Chen & Xiuju Gao, 2023. "Spatial Spillover Effect of Digital-Finance-Driven Technology Innovation Level Based on BP Neural Network," Sustainability, MDPI, vol. 15(2), pages 1-14, January.
    71. Ai, Yongfang & Sun, Guanglin & Kong, Tao, 2023. "Digital finance and stock price crash risk," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 607-619.
    72. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    73. Vincenzo Butticè & Silvio Vismara, 2022. "Inclusive digital finance: the industry of equity crowdfunding," The Journal of Technology Transfer, Springer, vol. 47(4), pages 1224-1241, August.
    74. Chen, Shengqi & Zhang, Hong, 2021. "Does digital finance promote manufacturing servitization: Micro evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 856-869.
    75. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    76. Hui Zhao & Yaru Yang & Ning Li & Desheng Liu & Hui Li, 2021. "How Does Digital Finance Affect Carbon Emissions? Evidence from an Emerging Market," Sustainability, MDPI, vol. 13(21), pages 1-20, November.
    77. Shi, Jinyan & Liu, Xu & Li, Yanxi & Yu, Conghui & Han, Yushan, 2022. "Does supply chain network centrality affect stock price crash risk? Evidence from Chinese listed manufacturing companies," International Review of Financial Analysis, Elsevier, vol. 80(C).
    78. Li, Guoxiang & Wu, Haoyue & Jiang, Jieshu & Zong, Qingqing, 2023. "Digital finance and the low-carbon energy transition (LCET) from the perspective of capital-biased technical progress," Energy Economics, Elsevier, vol. 120(C).
    79. Feng, Suling & Zhang, Rong & Li, Guoxiang, 2022. "Environmental decentralization, digital finance and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 70-83.
    80. Sun, Guanglin & Li, Ting & Ai, Yongfang & Li, Qinghai, 2023. "Digital finance and corporate financial fraud," International Review of Financial Analysis, Elsevier, vol. 87(C).
    81. Weidong Xu & Yijie Chen & Xin Gao & Yi Wang, 2023. "Business strategy and stock price crash risk: international evidence," Applied Economics, Taylor & Francis Journals, vol. 55(10), pages 1098-1113, February.
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