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How FinTech improves financial reporting quality? Evidence from earnings management

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  • Wen, Huiyu
  • Fang, Jincheng
  • Gao, Haoyu

Abstract

This study investigates financial technology’s (FinTech) power in shaping financial market informativeness regarding corporate financial reporting quality. Since FinTech development assists financial sectors’ credit screening and monitoring, it may further shape firms’ cost-benefit considerations of information disclosure. Using manually collected data on FinTech patents, we characterize regional FinTech development and examine its effect on real earning management, representing corporate financial disclosure’s reliability for external investors. We find that regional FinTech development curbs firms’ real earnings management. Mechanism analyses suggest that FinTech development enhances information production and external monitoring, elevating the costs of misreporting; it also improves credit accessibility, reducing the external financing motives for earnings management. Alternative explanations of substitution for accrual-based earnings management and economic fundamentals are excluded. Our findings can serve as possible guidelines in facilitating the information environment via FinTech applications, as financial development increasingly relies on close integration with technological advances.

Suggested Citation

  • Wen, Huiyu & Fang, Jincheng & Gao, Haoyu, 2023. "How FinTech improves financial reporting quality? Evidence from earnings management," Economic Modelling, Elsevier, vol. 126(C).
  • Handle: RePEc:eee:ecmode:v:126:y:2023:i:c:s026499932300247x
    DOI: 10.1016/j.econmod.2023.106435
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    1. Yin, Zhichao & Gong, Xue & Guo, Peiyao & Wu, Tao, 2019. "What Drives Entrepreneurship in Digital Economy? Evidence from China," Economic Modelling, Elsevier, vol. 82(C), pages 66-73.
    2. Lv, Panpan & Xiong, Hu, 2022. "Can FinTech improve corporate investment efficiency? Evidence from China," Research in International Business and Finance, Elsevier, vol. 60(C).
    3. Ding, Na & Gu, Leilei & Peng, Yuchao, 2022. "Fintech, financial constraints and innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 73(C).
    4. Trinugroho, Irwan & Law, Siong Hook & Lee, Weng Chang & Wiwoho, Jamal & Sergi, Bruno S., 2021. "Effect of financial development on innovation: Roles of market institutions," Economic Modelling, Elsevier, vol. 103(C).
    5. Frenkel, Sivan & Guttman, Ilan & Kremer, Ilan, 2020. "The effect of exogenous information on voluntary disclosure and market quality," Journal of Financial Economics, Elsevier, vol. 138(1), pages 176-192.
    6. 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.
    7. Radhakrishnan Gopalan & Sudarshan Jayaraman, 2012. "Private Control Benefits and Earnings Management: Evidence from Insider Controlled Firms," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 50(1), pages 117-157, March.
    8. Javadi, Siamak & Masum, Abdullah-Al, 2021. "The impact of climate change on the cost of bank loans," Journal of Corporate Finance, Elsevier, vol. 69(C).
    9. Jensen, Michael C. & Meckling, William H., 2008. "Theory of the firm: managerial behavior, agency costs and ownership structure," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(2), April.
    10. Tetyana Balyuk, 2023. "FinTech Lending and Bank Credit Access for Consumers," Management Science, INFORMS, vol. 69(1), pages 555-575, January.
    11. Lei, Jin & Qiu, Jiaping & Wan, Chi, 2018. "Asset tangibility, cash holdings, and financial development," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 223-242.
    12. Ali, Ashiq & Zhang, Weining, 2015. "CEO tenure and earnings management," Journal of Accounting and Economics, Elsevier, vol. 59(1), pages 60-79.
    13. Daher, Mai, 2017. "Creditor control rights, capital structure, and legal enforcement," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 308-330.
    14. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    15. Xiong, Jiacai & Ouyang, Caiyue & Tong, Jamie Yixing & Zhang, Feida Frank, 2021. "Fraud commitment in a smaller world: Evidence from a natural experiment," Journal of Corporate Finance, Elsevier, vol. 70(C).
    16. Ying Bai & Ruixue Jia, 2016. "Elite Recruitment and Political Stability: The Impact of the Abolition of China's Civil Service Exam," Econometrica, Econometric Society, vol. 84, pages 677-733, March.
    17. Leuz, Christian & Nanda, Dhananjay & Wysocki, Peter D., 2003. "Earnings management and investor protection: an international comparison," Journal of Financial Economics, Elsevier, vol. 69(3), pages 505-527, September.
    18. Qian, Meijun & Yeung, Bernard Y., 2015. "Bank financing and corporate governance," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 258-270.
    19. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    20. Kim, Min & Stice, Derrald & Stice, Han & White, Roger M., 2021. "Stop the presses! Or wait, we might need them: Firm responses to local newspaper closures and layoffs," Journal of Corporate Finance, Elsevier, vol. 69(C).
    21. Garel, Alexandre & Martin-Flores, Jose M. & Petit-Romec, Arthur & Scott, Ayesha, 2021. "Institutional investor distraction and earnings management," Journal of Corporate Finance, Elsevier, vol. 66(C).
    22. Nilabhra Bhattacharya & Hemang Desai & Kumar Venkataraman, 2013. "Does Earnings Quality Affect Information Asymmetry? Evidence from Trading Costs," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 482-516, June.
    23. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    24. Bai, Jennie & Philippon, Thomas & Savov, Alexi, 2016. "Have financial markets become more informative?," Journal of Financial Economics, Elsevier, vol. 122(3), pages 625-654.
    25. Harris, Oneil & Karl, J. Bradley & Lawrence, Ericka, 2019. "CEO compensation and earnings management: Does gender really matters?," Journal of Business Research, Elsevier, vol. 98(C), pages 1-14.
    26. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    27. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 29(2), pages 193-228.
    28. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    29. Alvis K. Lo, 2014. "Do Declines in Bank Health Affect Borrowers’ Voluntary Disclosures? Evidence from International Propagation of Banking Shocks," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 52(2), pages 541-581, May.
    30. Li, Yuanhui & Nie, Weiqian & Xiang, Erwei & Djajadikerta, Hadrian Geri, 2018. "Can banks identify firms’ real earnings management? Evidence from China," Finance Research Letters, Elsevier, vol. 25(C), pages 23-29.
    31. Cohen, Daniel A. & Zarowin, Paul, 2010. "Accrual-based and real earnings management activities around seasoned equity offerings," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 2-19, May.
    32. Hutton, Amy & Shu, Susan & Zheng, Xin, 2022. "Regulatory transparency and the alignment of private and public enforcement: Evidence from the public disclosure of SEC comment letters," Journal of Financial Economics, Elsevier, vol. 145(1), pages 297-321.
    33. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    34. Gao, Haoyu & Wang, Junbo & Wang, Yanchu & Wu, Chunchi & Dong, Xi, 2020. "Media Coverage and the Cost of Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(2), pages 429-471, March.
    35. Beardsley, Erik L. & Robinson, John R. & Wong, Paul A., 2021. "What's my target? Individual analyst forecasts and last-chance earnings management," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    36. Mukherjee, Abhiroop & Panayotov, George & Shon, Janghoon, 2021. "Eye in the sky: Private satellites and government macro data," Journal of Financial Economics, Elsevier, vol. 141(1), pages 234-254.
    37. 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.
    38. Xu, Yongxin & Xuan, Yuhao & Zheng, Gaoping, 2021. "Internet searching and stock price crash risk: Evidence from a quasi-natural experiment," Journal of Financial Economics, Elsevier, vol. 141(1), pages 255-275.
    39. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    40. Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
    41. Cai, Ye & Kim, Yongtae & Li, Siqi & Pan, Carrie, 2019. "Tone at the top: CEOs’ religious beliefs and earnings management," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 195-213.
    42. Chen, Xiaoqi & Li, Weiping & Chen, Zifang & Huang, Jiashun, 2022. "Environmental regulation and real earnings management—Evidence from the SO2 emissions trading system in China," Finance Research Letters, Elsevier, vol. 46(PB).
    43. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    44. Burrus, Robert T. & Edward Graham, J. & Jones, Adam T., 2018. "Regional innovation and firm performance," Journal of Business Research, Elsevier, vol. 88(C), pages 357-362.
    45. Murinde, Victor & Rizopoulos, Efthymios & Zachariadis, Markos, 2022. "The impact of the FinTech revolution on the future of banking: Opportunities and risks," International Review of Financial Analysis, Elsevier, vol. 81(C).
    46. Capasso, Salvatore & Jappelli, Tullio, 2013. "Financial development and the underground economy," Journal of Development Economics, Elsevier, vol. 101(C), pages 167-178.
    47. Li, Jianjun & Wang, Xuan & Wu, Yaping, 2020. "Can government improve tax compliance by adopting advanced information technology? Evidence from the Golden Tax Project III in China," Economic Modelling, Elsevier, vol. 93(C), pages 384-397.
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    Keywords

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    JEL classification:

    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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