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The spillover effects of innovation content disclosure in MD&A

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  • Liu, Qigui
  • Wang, Junyi
  • Chi, Wenqiang

Abstract

We examine the spillover effects of innovation-related content from peer firms' MD&A to firm's innovation activities. We find that firms invest more in R&D when facing the circumstances that their rivals (i.e., other firms in the same industry with it) present more about innovation in their MD&A. Outcome-based social learning and competition are two major channels through which peer firms' disclosure has impact on corporate innovation activities. Moreover, the spillover effects of the tone on corporate R&D investment are fully mediated by the innovation content. The spillover effects are more pronounced when its rivals' financial statements are more comparable, rivals exercise less real earnings management, and the firm is non-state-owned enterprise (non-SOE). A regulation change in 2012 that required firms to disclose more proprietary information in MD&As strengthens the spillover effects of MD&A disclosure. The spillover effects of innovation contents in MD&A are not driven by either the information content (whether the content is forward-looking or not) or the economic connections between a firm and its peers. Peer firms' innovation disclosure also has implication to corporate innovation disclosure, patent application, R&D efficiency and firm value. Overall, we reveal the positive externalities of corporate disclosure of innovation information.

Suggested Citation

  • Liu, Qigui & Wang, Junyi & Chi, Wenqiang, 2022. "The spillover effects of innovation content disclosure in MD&A," Pacific-Basin Finance Journal, Elsevier, vol. 76(C).
    • Handle: RePEc:eee:pacfin:v:76:y:2022:i:c:s0927538x22001743
    DOI: 10.1016/j.pacfin.2022.101879
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    as
    1. Art Durnev & Claudine Mangen, 2009. "Corporate Investments: Learning from Restatements," Journal of Accounting Research, Wiley Blackwell, vol. 47(3), pages 679-720, June.
    2. Durnev, Art & Mangen, Claudine, 2020. "The spillover effects of MD&A disclosures for real investment: The role of industry competition," Journal of Accounting and Economics, Elsevier, vol. 70(1).
    3. Gus De Franco & S.P. Kothari & Rodrigo S. Verdi, 2011. "The Benefits of Financial Statement Comparability," Journal of Accounting Research, Wiley Blackwell, vol. 49(4), pages 895-931, September.
    4. Badertscher, Brad & Shroff, Nemit & White, Hal D., 2013. "Externalities of public firm presence: Evidence from private firms' investment decisions," Journal of Financial Economics, Elsevier, vol. 109(3), pages 682-706.
    5. Valta, Philip, 2012. "Competition and the cost of debt," Journal of Financial Economics, Elsevier, vol. 105(3), pages 661-682.
    6. Sunil Dutta & Alexander Nezlobin, 2017. "Dynamic Effects of Information Disclosure on Investment Efficiency," Journal of Accounting Research, Wiley Blackwell, vol. 55(2), pages 329-369, May.
    7. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    8. Dyer, Travis & Lang, Mark & Stice-Lawrence, Lorien, 2017. "The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 221-245.
    9. Kai Li & Xinlei Zhao, 2008. "Asymmetric Information and Dividend Policy," Financial Management, Financial Management Association International, vol. 37(4), pages 673-694, December.
    10. Seo, Hojun, 2021. "Peer effects in corporate disclosure decisions," Journal of Accounting and Economics, Elsevier, vol. 71(1).
    11. Viral V. Acharya & Ramin P. Baghai & Krishnamurthy V. Subramanian, 2014. "Wrongful Discharge Laws and Innovation," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 301-346, January.
    12. M. Ishaq Nadiri, 1993. "Innovations and Technological Spillovers," NBER Working Papers 4423, National Bureau of Economic Research, Inc.
    13. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    14. Abdoh, Hussein & Varela, Oscar, 2017. "Product market competition, idiosyncratic and systematic volatility," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 500-513.
    15. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    16. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    17. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    18. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning," NBER Chapters, in: Big Data: Long-Term Implications for Financial Markets and Firms, pages 3265-3315, National Bureau of Economic Research, Inc.
    19. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    20. Richard Lambert & Christian Leuz & Robert E. Verrecchia, 2007. "Accounting Information, Disclosure, and the Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 385-420, May.
    21. Chod, Jiri & Lyandres, Evgeny, 2011. "Strategic IPOs and product market competition," Journal of Financial Economics, Elsevier, vol. 100(1), pages 45-67, April.
    22. Christian Leuz & Peter D. Wysocki, 2016. "The Economics of Disclosure and Financial Reporting Regulation: Evidence and Suggestions for Future Research," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 525-622, May.
    23. Kaustia, Markku & Rantala, Ville, 2015. "Social learning and corporate peer effects," Journal of Financial Economics, Elsevier, vol. 117(3), pages 653-669.
    24. Matray, Adrien, 2021. "The local innovation spillovers of listed firms," Journal of Financial Economics, Elsevier, vol. 141(2), pages 395-412.
    25. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    26. Bushman, Robert M. & Smith, Abbie J., 2001. "Financial accounting information and corporate governance," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 237-333, December.
    27. Feng Li, 2010. "The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 1049-1102, December.
    28. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
    29. Wang, Eric C. & Huang, Weichiao, 2007. "Relative efficiency of R&D activities: A cross-country study accounting for environmental factors in the DEA approach," Research Policy, Elsevier, vol. 36(2), pages 260-273, March.
    30. 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.
    31. Stephen A. Rhoades, 1993. "The Herfindahl-Hirschman index," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Mar, pages 188-189.
    32. Arena, Matteo & Julio, Brandon, 2015. "The Effects of Securities Class Action Litigation on Corporate Liquidity and Investment Policy," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 251-275, April.
    33. Viral V. Acharya & Krishnamurthy V. Subramanian, 2009. "Bankruptcy Codes and Innovation," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 4949-4988, December.
    34. Roychowdhury, Sugata & Shroff, Nemit & Verdi, Rodrigo S., 2019. "The effects of financial reporting and disclosure on corporate investment: A review," Journal of Accounting and Economics, Elsevier, vol. 68(2).
    35. Beatty, Anne & Liao, Scott & Yu, Jeff Jiewei, 2013. "The spillover effect of fraudulent financial reporting on peer firms' investments," Journal of Accounting and Economics, Elsevier, vol. 55(2), pages 183-205.
    36. Chandra Kanodia & Haresh Sapra, 2016. "A Real Effects Perspective to Accounting Measurement and Disclosure: Implications and Insights for Future Research," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 623-676, May.
    37. Bizjak, John & Lemmon, Michael & Nguyen, Thanh, 2011. "Are all CEOs above average? An empirical analysis of compensation peer groups and pay design," Journal of Financial Economics, Elsevier, vol. 100(3), pages 538-555, June.
    38. Nadiri, M.I., 1993. "Innovations and Technological Spillovers," Working Papers 93-31, C.V. Starr Center for Applied Economics, New York University.
    39. Nickolay Gantchev & Oleg R Gredil & Chotibhak Jotikasthira, 2019. "Governance under the Gun: Spillover Effects of Hedge Fund Activism," Review of Finance, European Finance Association, vol. 23(6), pages 1031-1068.
    40. Dechow, Patricia M. & Kothari, S. P. & L. Watts, Ross, 1998. "The relation between earnings and cash flows," Journal of Accounting and Economics, Elsevier, vol. 25(2), pages 133-168, May.
    41. Chod, Jiri & Lyandres, Evgeny & Yang, S. Alex, 2019. "Trade credit and supplier competition," Journal of Financial Economics, Elsevier, vol. 131(2), pages 484-505.
    42. Holger Daske & Luzi Hail & Christian Leuz & Rodrigo Verdi, 2008. "Mandatory IFRS Reporting around the World: Early Evidence on the Economic Consequences," Journal of Accounting Research, Wiley Blackwell, vol. 46(5), pages 1085-1142, December.
    43. Shroff, Nemit & Verdi, Rodrigo S. & Yost, Benjamin P., 2017. "When does the peer information environment matter?," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 183-214.
    44. 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.
    45. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
    46. Xavier Giroud & Holger M. Mueller, 2011. "Corporate Governance, Product Market Competition, and Equity Prices," Journal of Finance, American Finance Association, vol. 66(2), pages 563-600, April.
    47. Orie E. Barron & Charles O. Kile & Terrence B. O'Keefe, 1999. "MD&A Quality as Measured by the SEC and Analysts' Earnings Forecasts," Contemporary Accounting Research, John Wiley & Sons, vol. 16(1), pages 75-109, March.
    48. Lili Dai & Rui Shen & Bohui Zhang, 2021. "Does the media spotlight burn or spur innovation?," Review of Accounting Studies, Springer, vol. 26(1), pages 343-390, March.
    49. Kim, Jinhwan & Valentine, Kristen, 2021. "The innovation consequences of mandatory patent disclosures," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    50. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning [Machine learning methods that economists should know about]," The Review of Financial Studies, Society for Financial Studies, vol. 34(7), pages 3265-3315.
    51. DeFond, Mark L. & Park, Chul W., 1999. "The effect of competition on CEO turnover1," Journal of Accounting and Economics, Elsevier, vol. 27(1), pages 35-56, February.
    52. Casey Dougal & Christopher A. Parsons & Sheridan Titman, 2015. "Urban Vibrancy and Corporate Growth," Journal of Finance, American Finance Association, vol. 70(1), pages 163-210, February.
    53. Wang, Qian & Wong, T.J. & Xia, Lijun, 2008. "State ownership, the institutional environment, and auditor choice: Evidence from China," Journal of Accounting and Economics, Elsevier, vol. 46(1), pages 112-134, September.
    54. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    55. Bates, Rj, 1968. "Information Content Of Annual Earnings Announcements - Discussion," Journal of Accounting Research, Wiley Blackwell, vol. 6, pages 93-95.
    56. Wang, Changyun, 2005. "Ownership and operating performance of Chinese IPOs," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1835-1856, July.
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