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Timely Loss Recognition Helps Nothing

Author

Listed:
  • Hung-Wen Lin

    (Department of Finance, Nanfang College Guangzhou, Guangzhou 510000, China)

  • Kun-Ben Lin

    (School of Management and Economics, Beijing Institute of Technology, Beijing 100000, China)

  • Jing-Bo Huang

    (Lingnan College, Sun Yat-Sen University, Guangzhou 510000, China)

  • Shu-Heng Chen

    (Department of Economics, National Chengchi University, Taipei 116011, Taiwan)

Abstract

This paper digests the relationship between the manipulation of losses and price reversals in the Chinese stock market. Timely loss recognition is involved in detecting the manipulation of losses, while price reversals are investigated by momentum profit. In addition, two-way sorting momentum portfolios are employed to connect manipulating losses with price reversals. Companies with low timely loss recognition aggressively manipulate their losses, and our results indicate that they generate much more significantly negative momentum profits. As a consequence, they cannot build up any immunity against reversal risks and encounter much higher reversal risks than other companies. Such findings still hold after the risk adjustments using asset pricing models come into play and when controlling for the calendar effect. This research indeed suggests that investors should exercise caution when dealing with companies whose financial information is too positive. Such companies may dress up their financial reports, thereby significantly increasing the risks associated with price reversals.

Suggested Citation

  • Hung-Wen Lin & Kun-Ben Lin & Jing-Bo Huang & Shu-Heng Chen, 2021. "Timely Loss Recognition Helps Nothing," Sustainability, MDPI, vol. 13(14), pages 1-24, July.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:14:p:7815-:d:593339
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    as
    1. Geoffrey Booth, G. & Fung, Hung-Gay & Leung, Wai Kin, 2016. "A risk-return explanation of the momentum-reversal “anomaly”," Journal of Empirical Finance, Elsevier, vol. 35(C), pages 68-77.
    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. Lorenzo Garlappi & Hong Yan, 2011. "Financial Distress and the Cross‐section of Equity Returns," Journal of Finance, American Finance Association, vol. 66(3), pages 789-822, June.
    4. Zhifang Zhou & Hong Zhou & Danlu Peng & Xiao-hong Chen & Shi-hui Li, 2018. "Carbon Disclosure, Financial Transparency, and Agency Cost: Evidence from Chinese Manufacturing Listed Companies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(12), pages 2669-2686, September.
    5. Dongwei Su, 2011. "An Empirical Analysis of Industry Momentum in Chinese Stock Markets," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(4), pages 4-27, July.
    6. Chen, Ruiyuan & El Ghoul, Sadok & Guedhami, Omrane & Wang, He, 2017. "Do state and foreign ownership affect investment efficiency? Evidence from privatizations," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 408-421.
    7. Kitamura, Yoshihiro, 2016. "The probability of informed trading measured with price impact, price reversal, and volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 42(C), pages 77-90.
    8. Andrea Frazzini, 2006. "The Disposition Effect and Underreaction to News," Journal of Finance, American Finance Association, vol. 61(4), pages 2017-2046, August.
    9. Shi, Huai-Long & Zhou, Wei-Xing, 2017. "Time series momentum and contrarian effects in the Chinese stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 483(C), pages 309-318.
    10. Habib, Ahsan & Jiang, Haiyan, 2015. "Corporate governance and financial reporting quality in China: A survey of recent evidence," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 24(C), pages 29-45.
    11. Jeong†Bon Kim & Liandong Zhang, 2016. "Accounting Conservatism and Stock Price Crash Risk: Firm†level Evidence," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 412-441, March.
    12. Jinghui Sun & Pamela Kent & Baolei Qi & Jiwei Wang, 2019. "Chief financial officer demographic characteristics and fraudulent financial reporting in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(4), pages 2705-2734, December.
    13. Spyros Spyrou & Konstantinos Kassimatis & Emilios Galariotis, 2007. "Short-term overreaction, underreaction and efficient reaction: evidence from the London Stock Exchange," Applied Financial Economics, Taylor & Francis Journals, vol. 17(3), pages 221-235.
    14. Nick Bloom, 2007. "Uncertainty and the Dynamics of R&D," American Economic Review, American Economic Association, vol. 97(2), pages 250-255, May.
    15. Kim, Byungoh & Suh, Sangwon, 2018. "Sentiment-based momentum strategy," International Review of Financial Analysis, Elsevier, vol. 58(C), pages 52-68.
    16. Robert J. Bloomfield & William B. Tayler & Flora (Hailan) Zhou, 2009. "Momentum, Reversal, and Uninformed Traders in Laboratory Markets," Journal of Finance, American Finance Association, vol. 64(6), pages 2535-2558, December.
    17. Catherine Gowthorpe & Oriol Amat, 2004. "Creative accounting: Some ethical issues of macro- and micro-manipulation," Economics Working Papers 748, Department of Economics and Business, Universitat Pompeu Fabra.
    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. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    20. Wang, Changyun & Chin, Shengtyng, 2004. "Profitability of return and volume-based investment strategies in China's stock market," Pacific-Basin Finance Journal, Elsevier, vol. 12(5), pages 541-564, November.
    21. Lars Helge Hass & Monika Tarsalewska & Feng Zhan, 2016. "Equity Incentives and Corporate Fraud in China," Journal of Business Ethics, Springer, vol. 138(4), pages 723-742, November.
    22. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    23. Liu, Jianan & Stambaugh, Robert F. & Yuan, Yu, 2019. "Size and value in China," Journal of Financial Economics, Elsevier, vol. 134(1), pages 48-69.
    24. Alexander Hillert & Heiko Jacobs & Sebastian Müller, 2014. "Media Makes Momentum," The Review of Financial Studies, Society for Financial Studies, vol. 27(12), pages 3467-3501.
    25. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    26. Alastair Lawrence & Richard Sloan & Estelle Sun, 2018. "Why Are Losses Less Persistent Than Profits? Curtailments vs. Conservatism," Management Science, INFORMS, vol. 64(2), pages 673-694, February.
    27. Ed Dehaan & Frank Hodge & Terry Shevlin, 2013. "Does Voluntary Adoption of a Clawback Provision Improve Financial Reporting Quality?," Contemporary Accounting Research, John Wiley & Sons, vol. 30(3), pages 1027-1062, September.
    28. Cuili Qian & Xinzi Gao & Albert Tsang, 2015. "Corporate Philanthropy, Ownership Type, and Financial Transparency," Journal of Business Ethics, Springer, vol. 130(4), pages 851-867, September.
    29. Firth, Michael & Rui, Oliver M. & Wu, Wenfeng, 2011. "Cooking the books: Recipes and costs of falsified financial statements in China," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 371-390, April.
    30. Rainsbury, Elizabeth A. & Bradbury, Michael & Cahan, Steven F., 2009. "The impact of audit committee quality on financial reporting quality and audit fees," Journal of Contemporary Accounting and Economics, Elsevier, vol. 5(1), pages 20-33.
    31. Wahal, Sunil & Yavuz, M. Deniz, 2013. "Style investing, comovement and return predictability," Journal of Financial Economics, Elsevier, vol. 107(1), pages 136-154.
    32. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    33. Jiang, George J. & Zhu, Kevin X., 2017. "Information Shocks and Short-Term Market Underreaction," Journal of Financial Economics, Elsevier, vol. 124(1), pages 43-64.
    34. Bushee, Brian & Cedergren, Matthew & Michels, Jeremy, 2020. "Does the media help or hurt retail investors during the IPO quiet period?," Journal of Accounting and Economics, Elsevier, vol. 69(1).
    35. Nartea, Gilbert V. & Kong, Dongmin & Wu, Ji, 2017. "Do extreme returns matter in emerging markets? Evidence from the Chinese stock market," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 189-197.
    36. Hong Kim Duong & Michael Schuldt & Giorgio Gotti, 2018. "Investor sentiment and timely loss recognition," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 17(3), pages 383-404, July.
    37. KoEun Park, 2018. "Financial reporting quality and corporate innovation," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 45(7-8), pages 871-894, July.
    38. Zhi Da & Umit G. Gurun & Mitch Warachka, 2014. "Frog in the Pan: Continuous Information and Momentum," The Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 2171-2218.
    39. Hong Jiang & Sipeng Gao & Yang Song & Kuang Sheng & Gehan A. J. Amaratunga, 2019. "An Empirical Study on the Impact of Collaborative R&D Networks on Enterprise Innovation Performance Based on the Mediating Effect of Technology Standard Setting," Sustainability, MDPI, vol. 11(24), pages 1-20, December.
    40. Ingmar Nolte & Sandra Nolte, 2012. "How do individual investors trade?," The European Journal of Finance, Taylor & Francis Journals, vol. 18(10), pages 921-947, November.
    41. Yuri Jo & Jungho Kim, 2019. "The Impact of Experience on Private Target Acquisition in High-Technology Industries," Sustainability, MDPI, vol. 11(6), pages 1-17, March.
    42. Shiqing Xie & Qiuying Qu, 2016. "The Three-Factor Model and Size and Value Premiums in China’s Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(5), pages 1092-1105, May.
    43. Ball, Ray & Shivakumar, Lakshmanan, 2005. "Earnings quality in UK private firms: comparative loss recognition timeliness," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 83-128, February.
    44. Qiwei Chen & Ying Jiang & Yuan Li, 2012. "The state of the market and the contrarian strategy: evidence from China's stock market," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 10(1), pages 89-108, September.
    45. Rebecca L. Rosner, 2003. "Earnings Manipulation in Failing Firms," Contemporary Accounting Research, John Wiley & Sons, vol. 20(2), pages 361-408, June.
    46. Bi-Huei Tsai & Chih-Huei Chang, 2010. "Predicting Financial Distress Based on the Credit Cycle Index: A Two-Stage Empirical Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 46(3), pages 67-79, May.
    47. Ke Tang & Changyun Wang, 2011. "Corporate Governance and Firm Liquidity: Evidence from the Chinese Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 47-60, January.
    48. Changyun Wang & Lei Xie, 2010. "Information Diffusion and Overreaction: Evidence from the Chinese Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 46(2), pages 80-100, March.
    49. Chen, Ruiyuan (Ryan) & El Ghoul, Sadok & Guedhami, Omrane & Nash, Robert, 2018. "State Ownership and Corporate Cash Holdings," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(5), pages 2293-2334, October.
    50. Sagi, Jacob S. & Seasholes, Mark S., 2007. "Firm-specific attributes and the cross-section of momentum," Journal of Financial Economics, Elsevier, vol. 84(2), pages 389-434, May.
    51. Kevin Koh, 2011. "Value or Glamour? An empirical investigation of the effect of celebrity CEOs on financial reporting practices and firm performance," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 51(2), pages 517-547, June.
    52. De Bondt, Werner F M & Thaler, Richard H, 1987. "Further Evidence on Investor Overreaction and Stock Market Seasonalit y," Journal of Finance, American Finance Association, vol. 42(3), pages 557-581, July.
    53. Noemi Schmitt & Frank Westerhoff, 2017. "Herding behaviour and volatility clustering in financial markets," Quantitative Finance, Taylor & Francis Journals, vol. 17(8), pages 1187-1203, August.
    54. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    55. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    56. Ni, Zhong-Xin & Wang, Da-Zhong & Xue, Wen-Jun, 2015. "Investor sentiment and its nonlinear effect on stock returns—New evidence from the Chinese stock market based on panel quantile regression model," Economic Modelling, Elsevier, vol. 50(C), pages 266-274.
    57. Gang, Jianhua & Qian, Zongxin & Xu, Tiange, 2019. "Investment horizons, cash flow news, and the profitability of momentum and reversal strategies in the Chinese stock market," Economic Modelling, Elsevier, vol. 83(C), pages 364-371.
    58. Eugene F. Fama, 2014. "Two Pillars of Asset Pricing," American Economic Review, American Economic Association, vol. 104(6), pages 1467-1485, June.
    59. Novy-Marx, Robert, 2012. "Is momentum really momentum?," Journal of Financial Economics, Elsevier, vol. 103(3), pages 429-453.
    60. Carole Comerton-Forde & Tālis J. Putniņš, 2014. "Stock Price Manipulation: Prevalence and Determinants," Review of Finance, European Finance Association, vol. 18(1), pages 23-66.
    61. Li An & Huijun Wang & Jian Wang & Jianfeng Yu, 2020. "Lottery-Related Anomalies: The Role of Reference-Dependent Preferences," Management Science, INFORMS, vol. 66(1), pages 473-501, January.
    62. Goyal, Amit & Wahal, Sunil, 2015. "Is Momentum an Echo?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(6), pages 1237-1267, December.
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