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Inhabiting influence of digital finance on stock price synchronicity

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  • Ayaz, Muhammad
  • Anwer, Zaheer
  • Hassan, M. Kabir
  • Xiaoyang, Xu

Abstract

We examine how digital finance can influence stock price synchronicity in China for the period of 2011–2021. Results suggest that the digital finance index, coverage breadth, usage depth, and digitalization level can significantly reduce stock price synchronicity. The possible channels of this linkage are information opacity and stock price crash risk. We find that digital finance is effective in reducing stock price synchronicity only in state-owned enterprises and large firms. The results are robust and immune to reverse causality and endogeneity and have important implications for investors and policymakers.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:glofin:v:64:y:2025:i:c:s1044028324001297
    DOI: 10.1016/j.gfj.2024.101057
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    as
    1. Jonathan Chiu & Thorsten V Koeppl, 2019. "Blockchain-Based Settlement for Asset Trading," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1716-1753.
    2. Mu, Weiwei & Liu, Kefu & Tao, Yunqing & Ye, Yongwei, 2023. "Digital finance and corporate ESG," Finance Research Letters, Elsevier, vol. 51(C).
    3. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    4. M. Mahdi Moeini Gharagozloo & Chen Chen & Anil Nair & Ali Moeini Gharagozloo, 2022. "A digitalized global economy: Studying the effect of digital readiness of countries on international merger and acquisition flows," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 25(2), pages 159-187, April.
    5. Hui, Peng & Zhao, Hui & Liu, Desheng & Li, Ye, 2023. "How does digital finance affect regional innovation capacity? A spatial econometric analysis," Economic Modelling, Elsevier, vol. 122(C).
    6. Ruonan Cheng & Chun-Yu Ho & Shaoqing Huang, 2023. "Digitalization and firm performance: channels and heterogeneities," Applied Economics Letters, Taylor & Francis Journals, vol. 30(17), pages 2401-2406, October.
    7. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    8. Wang, Kai & Zhao, Jingjing & Zhou, Jun, 2024. "Online sales and stock price synchronicity: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    9. Chou, Yixuan & Tang, Wenjin, 2023. "Corporate advertising expense and share price synchronization," Finance Research Letters, Elsevier, vol. 56(C).
    10. Xiao, Nanbing & Zhou, Jincheng & Fang, Xia, 2023. "Role of digital finance, investment, and trade in technological progress," Global Finance Journal, Elsevier, vol. 57(C).
    11. Barka, Zeineb & Benkraiem, Ramzi & Hamza, Taher & Lakhal, Faten & Vigne, Samuel, 2023. "Institutional investor horizon and stock price synchronicity: Do product market competition and analyst coverage matter?," International Review of Financial Analysis, Elsevier, vol. 89(C).
    12. Li, Xin & Shao, Xuefeng & Chang, Tsangyao & Albu, Lucian Liviu, 2022. "Does digital finance promote the green innovation of China's listed companies?," Energy Economics, Elsevier, vol. 114(C).
    13. Pietro Perotti & David Windisch, 2017. "Managerial Discretion in Accruals and Informational Efficiency," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(3-4), pages 375-416, March.
    14. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    15. Kiviet, Jan F., 2020. "Testing the impossible: Identifying exclusion restrictions," Journal of Econometrics, Elsevier, vol. 218(2), pages 294-316.
    16. Rafael La Porta & Florencio Lopez‐de‐Silanes & Andrei Shleifer & Robert W. Vishny, 2000. "Agency Problems and Dividend Policies around the World," Journal of Finance, American Finance Association, vol. 55(1), pages 1-33, February.
    17. Hasan, Iftekhar & Song, Liang & Wachtel, Paul, 2014. "Institutional development and stock price synchronicity: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 92-108.
    18. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    19. Wu, Keping & Fu, Yumei & Kong, Dongmin, 2022. "Does the digital transformation of enterprises affect stock price crash risk?," Finance Research Letters, Elsevier, vol. 48(C).
    20. Chen, Changling & Huang, Alan Guoming & Jha, Ranjini, 2012. "Idiosyncratic Return Volatility and the Information Quality Underlying Managerial Discretion," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(4), pages 873-899, August.
    21. Li, Chengming & Wang, Yilin & Zhou, Zhihan & Wang, Zeyu & Mardani, Abbas, 2023. "Digital finance and enterprise financing constraints: Structural characteristics and mechanism identification," Journal of Business Research, Elsevier, vol. 165(C).
    22. Jeong†Bon Kim & Cheong H. Yi, 2006. "Ownership Structure, Business Group Affiliation, Listing Status, and Earnings Management: Evidence from Korea," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 427-464, June.
    23. Gan, Xiaojun & Hu, Pei, 2023. "Managerial ability and stock price synchronicity," Finance Research Letters, Elsevier, vol. 56(C).
    24. Bai, John Jianqiu & Tang, Yuehua & Wan, Chi & Yüksel, H. Zafer, 2022. "Fund manager skill in an era of globalization: Offshore concentration and fund performance," Journal of Financial Economics, Elsevier, vol. 145(2), pages 18-40.
    25. Abedifar, Pejman & Bouslah, Kais & Zheng, Yeliangzi, 2021. "Stock price synchronicity and price informativeness: Evidence from a regulatory change in the U.S. banking industry," Finance Research Letters, Elsevier, vol. 40(C).
    26. Bai, Shuming & Koong, Kai S., 2018. "Oil prices, stock returns, and exchange rates: Empirical evidence from China and the United States," The North American Journal of Economics and Finance, Elsevier, vol. 44(C), pages 12-33.
    27. Tsalavoutas, Ioannis & Tsoligkas, Fanis, 2021. "Uncertainty avoidance and stock price informativeness of future earnings," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    28. Longhao Xu & Zhijian James Huang & Fenghua Wen, 2022. "Comment letters and stock price synchronicity: evidence from China," Review of Quantitative Finance and Accounting, Springer, vol. 59(4), pages 1387-1421, November.
    29. Chan, Kalok & Hameed, Allaudeen, 2006. "Stock price synchronicity and analyst coverage in emerging markets," Journal of Financial Economics, Elsevier, vol. 80(1), pages 115-147, April.
    30. 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).
    31. Zhuo Huang & Yunqing Tao & Xin Luo & Yongwei Ye & Tianyi Lei, 2023. "Regional digital finance and corporate investment efficiency in China," Applied Economics, Taylor & Francis Journals, vol. 55(43), pages 5115-5134, September.
    32. Chowdhury, Abu & Mollah, Sabur & Al Farooque, Omar, 2018. "Insider-trading, discretionary accruals and information asymmetry," The British Accounting Review, Elsevier, vol. 50(4), pages 341-363.
    33. Marianne Bertrand & Paras Mehta & Sendhil Mullainathan, 2002. "Ferreting out Tunneling: An Application to Indian Business Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 121-148.
    34. Qian, Binsheng & Tan, Yusen, 2024. "Firm-specific investor sentiment and stock price informativeness," Finance Research Letters, Elsevier, vol. 66(C).
    35. Chen Chen & M. Mahdi Moeini Gharagozloo & Layla Darougar & Lei Shi, 2022. "The way digitalization is impacting international financial markets: Stock price synchronicity," International Finance, Wiley Blackwell, vol. 25(3), pages 396-415, December.
    36. Todd A. Gormley & David A. Matsa, 2014. "Common Errors: How to (and Not to) Control for Unobserved Heterogeneity," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 617-661.
    37. Wu, Yanghui, 2023. "Banking competition and stock price crash risk," Finance Research Letters, Elsevier, vol. 58(PB).
    38. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    39. Nuno Fernandes & Miguel A. Ferreira, 2009. "Insider Trading Laws and Stock Price Informativeness," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1845-1887, May.
    40. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    41. Tang, Ye & Geng, Baiyang, 2024. "Digital finance development level and corporate debt financing cost," Finance Research Letters, Elsevier, vol. 60(C).
    42. 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).
    43. Boubaker, Sabri & Mansali, Hatem & Rjiba, Hatem, 2014. "Large controlling shareholders and stock price synchronicity," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 80-96.
    44. 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).
    45. Zeineb Barka & Ramzi Benkraiem & Taher Hamza & Faten Lakhal & Samuel Vigne, 2023. "Institutional investor horizon and stock price synchronicity: Do product market competition and analyst coverage matter?," Post-Print hal-04193270, HAL.
    46. 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.
    47. Xu, Nianhang & Chan, Kam C. & Jiang, Xuanyu & Yi, Zhihong, 2013. "Do star analysts know more firm-specific information? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 89-102.
    48. Chen, Jing & Liu, Xinghe, 2023. "Environmental regulation and stock price synchronicity: Evidence from a quasi-natural experiment in China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1513-1528.
    49. 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.
    50. Jingrong Li & Bowen Li, 2022. "Digital inclusive finance and urban innovation: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 1010-1034, May.
    51. Joseph P. H. Fan & T. J. Wong, 2005. "Do External Auditors Perform a Corporate Governance Role in Emerging Markets? Evidence from East Asia," Journal of Accounting Research, Wiley Blackwell, vol. 43(1), pages 35-72, March.
    52. Ding, Qian & Huang, Jianbai & Chen, Jinyu, 2023. "Does digital finance matter for corporate green investment? Evidence from heavily polluting industries in China," Energy Economics, Elsevier, vol. 117(C).
    53. Xie, Tao & Li, Yanan, 2023. "Political connections, institutional environment and informativeness of stock price," Finance Research Letters, Elsevier, vol. 55(PA).
    54. Lin, Ying & Yan, Xiaohan & Yang, Xiuyun, 2023. "Digital finance and enterprise investment efficiency in China," International Review of Financial Analysis, Elsevier, vol. 90(C).
    55. Zhong, Rong (Irene), 2018. "Transparency and firm innovation," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 67-93.
    56. Li, Xiao & Xing, Yao, 2023. "When stock return synchronicity meets investor sentiment," Finance Research Letters, Elsevier, vol. 53(C).
    57. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    58. Yang, Yang & Lin, Zibo & Xu, Zhaoyi & Liu, Shuwen, 2024. "The impact of digital finance on regional economic resilience," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    59. Baoyin Qiu & Junli Yu & Kuo Zhang, 2020. "Trust and Stock Price Synchronicity: Evidence from China," Journal of Business Ethics, Springer, vol. 167(1), pages 97-109, November.
    60. 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).
    61. Ren, He & Ye, Linlin & Zheng, Shi, 2024. "Share repurchase and capital market pricing efficiency," Finance Research Letters, Elsevier, vol. 60(C).
    62. Abdallah, Abed Al-Nasser & Abdallah, Wissam & Saad, Mohsen, 2022. "The impact of national culture on the synchronicity of cross-listed firms," Finance Research Letters, Elsevier, vol. 46(PA).
    63. Sun, Guanglin & Li, Ting & Ai, Yongfang & Li, Qinghai, 2023. "Digital finance and corporate financial fraud," International Review of Financial Analysis, Elsevier, vol. 87(C).
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