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Can digital transformation of enterprise improve the information environment of the capital market? ——Evidence from Analyst's perspective

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  • Li, Shu
  • Zhang, Xiaoyun

Abstract

Digital transformation is an imperative choice for enterprises to carry out strategic transformation in recent years. Based on the sample of A-share listed companies in China from 2008 to 2021, this paper empirically investigates the impact of enterprise digital transformation on analyst following and the quality of earnings forecast. The study findings indicate that the enterprise digital transformation significantly elevates the analyst following, supplements the accuracy of analyst forecasting, and lowers the dispersion of analyst forecasting. Furthermore, the mechanism test highlights that the digital transformation exerts a noticeable effect on analyst following as well as the quality of earnings forecast through two main paths, namely: alleviating information asymmetry and reducing earnings volatility. This paper provides strong evidence for the digital transformation of enterprises to improve the information environment in the capital market.

Suggested Citation

  • Li, Shu & Zhang, Xiaoyun, 2025. "Can digital transformation of enterprise improve the information environment of the capital market? ——Evidence from Analyst's perspective," International Review of Economics & Finance, Elsevier, vol. 97(C).
  • Handle: RePEc:eee:reveco:v:97:y:2025:i:c:s1059056024007652
    DOI: 10.1016/j.iref.2024.103773
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    as
    1. Juan He & Xiaodong Du & Wei Tu, 2024. "Can corporate digital transformation alleviate financing constraints?," Applied Economics, Taylor & Francis Journals, vol. 56(20), pages 2434-2450, April.
    2. Iatridis, George, 2010. "International Financial Reporting Standards and the quality of financial statement information," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 193-204, June.
    3. Haw, In-Mu & Hu, Bingbing & Lee, Jay Junghun, 2015. "Product market competition and analyst forecasting activity: International evidence," Journal of Banking & Finance, Elsevier, vol. 56(C), pages 48-60.
    4. Obrien, Pc & Bhushan, R, 1990. "Analyst Following And Institutional Ownership," Journal of Accounting Research, Wiley Blackwell, vol. 28, pages 55-76.
    5. Yuk Ying Chang & Wei‐Huei Hsu, 2018. "The Best of Times, the Worst of Times: Testing which Behavioral Biases Affect Analyst Forecasts," International Review of Finance, International Review of Finance Ltd., vol. 18(4), pages 637-688, December.
    6. Imen Derouiche & Anke Muessig & Véronique Weber, 2020. "The effect of risk disclosure on analyst following," The European Journal of Finance, Taylor & Francis Journals, vol. 26(14), pages 1355-1376, September.
    7. Zhuo, Chengfeng & Chen, Jin, 2023. "Can digital transformation overcome the enterprise innovation dilemma: Effect, mechanism and effective boundary," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    8. Zhuo Cheng & Tajul Ariffin Masron, 2023. "Economic policy uncertainty and corporate digital transformation: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 55(40), pages 4625-4641, August.
    9. Robert M. Bowen & Xia Chen & Qiang Cheng, 2008. "Analyst Coverage and the Cost of Raising Equity Capital: Evidence from Underpricing of Seasoned Equity Offerings," Contemporary Accounting Research, John Wiley & Sons, vol. 25(3), pages 657-700, September.
    10. Shang, Yuping & Raza, Syed Ali & Huo, Zhe & Shahzad, Umer & Zhao, Xin, 2023. "Does enterprise digital transformation contribute to the carbon emission reduction? Micro-level evidence from China," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 1-13.
    11. Pornsit Jiraporn & Yixin Liu & Young S. Kim, 2014. "How Do Powerful CEOs Affect Analyst Coverage?," European Financial Management, European Financial Management Association, vol. 20(3), pages 652-676, June.
    12. Jiao, Yawen, 2024. "Managing decision fatigue: Evidence from analysts’ earnings forecasts," Journal of Accounting and Economics, Elsevier, vol. 77(1).
    13. Brennan, Michael J & Hughes, Patricia J, 1991. "Stock Prices and the Supply of Information," Journal of Finance, American Finance Association, vol. 46(5), pages 1665-1691, December.
    14. Li, Nian & Xu, Nianhang & Dong, Rui & Chan, Kam C. & Lin, Xiaowei, 2021. "Does an anti-corruption campaign increase analyst earnings forecast optimism?," Journal of Corporate Finance, Elsevier, vol. 68(C).
    15. Zheng Lei & Guo Xuemeng & Fu Xiangfei, 2022. "How Does Analyst Coverage Affect Corporate Social Responsibility? Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(7), pages 2036-2049, May.
    16. Liang, Zhentang & Zhao, Yunying, 2024. "Enterprise digital transformation and stock price crash risk," Finance Research Letters, Elsevier, vol. 59(C).
    17. Ferreira, João J.M. & Fernandes, Cristina I. & Ferreira, Fernando A.F., 2019. "To be or not to be digital, that is the question: Firm innovation and performance," Journal of Business Research, Elsevier, vol. 101(C), pages 583-590.
    18. Andrew M. Bauer & Junxiong Fang & Jeffrey Pittman & Yinqi Zhang & Yuping Zhao, 2020. "How Aggressive Tax Planning Facilitates the Diversion of Corporate Resources: Evidence from Path Analysis†," Contemporary Accounting Research, John Wiley & Sons, vol. 37(3), pages 1882-1913, September.
    19. El Ghoul, Sadok & Guedhami, Omrane & Wei, Zuobao & Zhu, Yicheng, 2023. "Does public corruption affect analyst forecast quality?," Journal of Banking & Finance, Elsevier, vol. 154(C).
    20. Meng Wang & Wanlong Zhao & Yunqing Tao, 2022. "Does voluntary disclosure on an internet platform affect analyst forecast accuracy?," Applied Economics Letters, Taylor & Francis Journals, vol. 29(17), pages 1547-1555, October.
    21. Wei Tu & Juan He, 2023. "Can Digital Transformation Facilitate Firms’ M&A: Empirical Discovery Based on Machine Learning," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(1), pages 113-128, January.
    22. Dominika Wruk & Achim Oberg & Jennifer Klutt & Indre Maurer, 2019. "The Presentation of Self as Good and Right: How Value Propositions and Business Model Features are Linked in the Sharing Economy," Journal of Business Ethics, Springer, vol. 159(4), pages 997-1021, November.
    23. Ye Wu & Haohui Li & Ruiyu Luo & Yubing Yu, 2023. "How digital transformation helps enterprises achieve high-quality development? Empirical evidence from Chinese listed companies," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 27(8), pages 2753-2779, April.
    24. Hu, Jun & Long, Wenbin & Luo, Le & Peng, Yuanhuai, 2021. "Share pledging and optimism in analyst earnings forecasts: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 132(C).
    25. Dong, Rui & Fisman, Raymond & Wang, Yongxiang & Xu, Nianhang, 2021. "Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts," Journal of Financial Economics, Elsevier, vol. 139(3), pages 971-984.
    26. Marco Maria Mattei & Petya Platikanova, 2017. "Do product market threats affect analyst forecast precision?," Review of Accounting Studies, Springer, vol. 22(4), pages 1628-1665, December.
    27. 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.
    28. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    29. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    30. Xiu Jie Deng & Man Qing Yuan & Cai Yi Luo, 2024. "Corporate digital transformation, market competition, and the environmental performance—Microevidence from Chinese manufacturing," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3279-3298, May.
    31. Tao Zhang & Zhan-Zhong Shi & Yi-Rong Shi & Neng-Jun Chen, 2022. "Enterprise digital transformation and production efficiency: mechanism analysis and empirical research," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 2781-2792, December.
    32. Cheng, Yiran & Zhou, Xiaorui & Li, Yongjian, 2023. "The effect of digital transformation on real economy enterprises’ total factor productivity," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 488-501.
    33. Joshua Anderson & Yiting Cao & Edward J. Riedl & Scarlett Xiaotong Song, 2023. "Other comprehensive income, its components, and analysts’ forecasts," Review of Accounting Studies, Springer, vol. 28(2), pages 792-826, June.
    34. Kong, Dongmin & Lin, Zhiyang & Wang, Yanan & Xiang, Junyi, 2021. "Natural disasters and analysts' earnings forecasts," Journal of Corporate Finance, Elsevier, vol. 66(C).
    35. Cao, June & Li, Wenwen & Bilokha, Alona, 2022. "Low-carbon city initiatives and analyst behaviour: A quasi-natural experiment," Journal of Financial Stability, Elsevier, vol. 62(C).
    36. Lin Pan & Meixiang Guo & Chengai Li & Huichao Xu, 2022. "Does Social Trust Affect Analysts’ Forecast? Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(9), pages 2538-2552, July.
    37. ElMassah, Suzanna & Mohieldin, Mahmoud, 2020. "Digital transformation and localizing the Sustainable Development Goals (SDGs)," Ecological Economics, Elsevier, vol. 169(C).
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