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Can digital transformation improve the information environment of the capital market? Evidence from the analysts' prediction behaviour

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  • Wanyi Chen
  • Liguang Zhang
  • Pinyan Jiang
  • Fanli Meng
  • Qianyi Sun

Abstract

This study tests the impact of enterprise digital transformation on the information environment. The results show that while analyst coverage increase significantly and the accuracy of public information improves after enterprises implement digital transformation, there is no significant change in the accuracy of private information. The main influence channels are information disclosure quality and stock price information content. Further analysis shows that this relationship is affected by cyber‐attacks, market competition, and social media. This study enriches the analytical paradigm of the influencing factors of analysts' prediction behaviour and provides evidence for exploring digital transformation in the emerging capital market.

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  • Wanyi Chen & Liguang Zhang & Pinyan Jiang & Fanli Meng & Qianyi Sun, 2022. "Can digital transformation improve the information environment of the capital market? Evidence from the analysts' prediction behaviour," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2543-2578, June.
    • Handle: RePEc:bla:acctfi:v:62:y:2022:i:2:p:2543-2578
    DOI: 10.1111/acfi.12873
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    1. Gary S. Becker & Kevin M. Murphy, 1993. "A Simple Theory of Advertising as a Good or Bad," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(4), pages 941-964.
    2. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    3. Joos, Peter & Piotroski, Joseph D. & Srinivasan, Suraj, 2016. "Can analysts assess fundamental risk and valuation uncertainty? An empirical analysis of scenario-based value estimates," Journal of Financial Economics, Elsevier, vol. 121(3), pages 645-663.
    4. Mary E. Barth & Wayne R. Landsman & Mark H. Lang, 2008. "International Accounting Standards and Accounting Quality," Journal of Accounting Research, Wiley Blackwell, vol. 46(3), pages 467-498, June.
    5. 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.
    6. Li, Kevin K. & You, Haifeng, 2015. "What is the value of sell-side analysts? Evidence from coverage initiations and terminations," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 141-160.
    7. Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
    8. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    9. Barth, Mary E. & Cahan, Steven F. & Chen, Li & Venter, Elmar R., 2017. "The Economic Consequences Associated with Integrated Report Quality: Capital Market and Real Effects," Research Papers 3546, Stanford University, Graduate School of Business.
    10. Brown, Ld & Richardson, Gd & Schwager, Sj, 1987. "An Information Interpretation Of Financial Analyst Superiority In Forecasting Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 25(1), pages 49-67.
    11. Bizjak, John M. & Lemmon, Michael L. & Naveen, Lalitha, 2008. "Does the use of peer groups contribute to higher pay and less efficient compensation?," Journal of Financial Economics, Elsevier, vol. 90(2), pages 152-168, November.
    12. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    13. James Cordeiro & Manish Tewari, 2015. "Firm Characteristics, Industry Context, and Investor Reactions to Environmental CSR: A Stakeholder Theory Approach," Journal of Business Ethics, Springer, vol. 130(4), pages 833-849, September.
    14. Kaustia, Markku & Rantala, Ville, 2015. "Social learning and corporate peer effects," Journal of Financial Economics, Elsevier, vol. 117(3), pages 653-669.
    15. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    16. Zahn Bozanic & Maya Thevenot, 2015. "Qualitative Disclosure and Changes in Sell†Side Financial Analysts' Information Environment," Contemporary Accounting Research, John Wiley & Sons, vol. 32(4), pages 1595-1616, December.
    17. Francis, Jennifer & LaFond, Ryan & Olsson, Per & Schipper, Katherine, 2005. "The market pricing of accruals quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 295-327, June.
    18. Yonca Ertimur & Jayanthi Sunder & Shyam V. Sunder, 2007. "Measure for Measure: The Relation between Forecast Accuracy and Recommendation Profitability of Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 45(3), pages 567-606, June.
    19. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    20. Botosan, CA & Harris, MS, 2000. "Motivations for a change in disclosure frequency and its consequences: An examination of voluntary quarterly segment disclosures," Journal of Accounting Research, Wiley Blackwell, vol. 38(2), pages 329-353.
    21. Denicolai, Stefano & Zucchella, Antonella & Magnani, Giovanna, 2021. "Internationalization, digitalization, and sustainability: Are SMEs ready? A survey on synergies and substituting effects among growth paths," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    22. Huifang Liu & Jin-Sup Jung, 2021. "The Effect of CSR Attributes on CSR Authenticity: Focusing on Mediating Effects of Digital Transformation," Sustainability, MDPI, vol. 13(13), pages 1-15, June.
    23. Amal Hamrouni & Rim Boussaada & Nadia Ben Farhat Toumi, 2019. "Corporate social responsibility disclosure and debt financing," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 20(4), pages 394-415, May.
    24. Tawei Wang & Karthik N. Kannan & Jackie Rees Ulmer, 2013. "The Association Between the Disclosure and the Realization of Information Security Risk Factors," Information Systems Research, INFORMS, vol. 24(2), pages 201-218, June.
    25. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    26. Verrecchia, Robert E., 1990. "Information quality and discretionary disclosure," Journal of Accounting and Economics, Elsevier, vol. 12(4), pages 365-380, March.
    27. Amal Hamrouni & Rim Boussaada & Nadia Ben Farhat Toumi, 2019. "Corporate social responsibility disclosure and debt financing," Post-Print hal-02521353, HAL.
    28. Darrough, Masako N. & Stoughton, Neal M., 1990. "Financial disclosure policy in an entry game," Journal of Accounting and Economics, Elsevier, vol. 12(1-3), pages 219-243, January.
    29. Chen, Xia & Cheng, Qiang & Lo, Kin, 2010. "On the relationship between analyst reports and corporate disclosures: Exploring the roles of information discovery and interpretation," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 206-226, April.
    30. Byung Gwun Choy, 2020. "Random Interaction Effect of Digital Transformation on General Price Level and Economic Growth," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 14(1), pages 29-47.
    31. ElMassah, Suzanna & Mohieldin, Mahmoud, 2020. "Digital transformation and localizing the Sustainable Development Goals (SDGs)," Ecological Economics, Elsevier, vol. 169(C).
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