Skip to main content
Log in

Missing Analyst Forecasts and Corporate Fraud: Evidence from China

  • Original Paper
  • Published:
Journal of Business Ethics Aims and scope Submit manuscript

Abstract

The relationship between analysts' forecasts and corporate fraud is a vital theoretical and practical question that needs to be clarified. Based on a strict distinction between negative performance gaps relative to analyst forecasts (negative forecast gaps hereinafter) and analyst coverage, this study investigates the influence of analyst forecasts on corporate fraud from a panoramic perspective. Using panel data on listed companies in China from 2008 to 2019, we find that short-term performance pressure caused by negative forecast gaps is significantly positively correlated with firms’ possibility for fraudulent behavior. However, this positive correlation is weaker in state-owned enterprises than in their non-state-owned counterparts. Further, as a key external governance mechanism, analyst coverage enhances the negative moderator effect of state ownership on the positive relationship between negative forecast gaps and the likelihood of corporate fraud.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1

Similar content being viewed by others

References

  • Bao, D., Fung, S. Y. K., & Su, L. (2018). Can shareholders be at rest after adopting clawback provisions? Evidence from stock price crash risk. Contemporary Accounting Research, 35(3), 1578–1615

    Article  Google Scholar 

  • Bao, F., Zhao, Y., Tian, L., & Li, Y. (2019). From financial misdemeanants to recidivists: The perspective of social networks. Management and Organization Review, 15(4), 1–27

    Article  Google Scholar 

  • Bartov, E., Dan, G., & Hayn, C. (2002). The rewards to meeting or beating earnings expectations. Journal of Accounting & Economics, 33(2), 173–204

    Article  Google Scholar 

  • Baucus, M. S., & Baucus, D. A. (1997). Paying the piper: An empirical examination of longer-term financial consequences of illegal corporate behavior. Academy of Management Journal, 40(1), 129–151

    Article  Google Scholar 

  • Bell, T. B., & Carcello, J. V. (2000). A decision aid for assessing the likelihood of fraudulent financial reporting. Auditing, 19(1), 169–184

    Article  Google Scholar 

  • Chen, D., Chen, Y., Li, O. Z., & Ni, C. (2018). Foreign residency rights and corporate fraud. Journal of Corporate Finance, 51, 142–163

    Article  Google Scholar 

  • Chen, G., Firth, M., Gao, D. N., & Rui, O. M. (2005). Is China’s securities regulatory agency a toothless tiger? Evidence from enforcement actions. Journal of Accounting and Public Policy, 26(4), 451–488

    Article  Google Scholar 

  • Chen, G., Firth, M., Gao, D. N., & Rui, O. M. (2006). Ownership structure, corporate governance, and fraud: Evidence from China. Journal of Corporate Finance, 12(3), 424–448

    Article  Google Scholar 

  • Chen, J., Cumming, D., Hou, W., & Lee, E. (2016a). CEO accountability for corporate fraud: Evidence from the split share structure reform in China. Journal of Business Ethics, 138(4), 787–806

    Article  Google Scholar 

  • Chen, J., Cumming, D., Hou, W., & Lee, E. (2016b). Does the external monitoring effect of financial analysts deter corporate fraud in China? Journal of Business Ethics, 134(4), 727–742

    Article  Google Scholar 

  • Cho, C. H., Jung, J. H., Kwak, B., Lee, J., & Yoo, C. (2017). Professors on the board: Do they contribute to society outside the classroom? Journal of Business Ethics, 141(2), 1–17

    Article  Google Scholar 

  • Cohen, J. R., Ding, Y., Lesage, C., & Stolowy, H. (2010). Corporate fraud and managers’ behavior: Evidence from the press. Journal of Business Ethics, 95(2), 271–315

    Article  Google Scholar 

  • Conyon, M. J., & He, L. (2016). Executive compensation and corporate fraud in China. Journal of Business Ethics, 134(4), 669–691

    Article  Google Scholar 

  • Cressey, D. R. (1953). Other people’s money; a study of the social psychology of embezzlement. The Free Press.

    Google Scholar 

  • Currim, I. S., Lim, J., & Zhang, Y. (2018). Effect of analysts’ earnings pressure on marketing spending and stock market performance. Journal of the Academy of Marketing Science, 46(3), 431–452

    Article  Google Scholar 

  • Cyert, R. M., & March, J. G. (1963). A behavioral theory of the firm. Prentice-Hall.

    Google Scholar 

  • Daboub, A. J., Rasheed, A. M. A., & Gray, R. L. P. A. (1995). Top management team characteristics and corporate illegal activity. Academy of Management Review, 20(1), 138–170

    Article  Google Scholar 

  • Ding, S., Jia, C., Li, Y., & Wu, Z. (2010). Reactivity and passivity after enforcement actions: Better late than never. Journal of Business Ethics, 95(2), 337–359

    Article  Google Scholar 

  • Donelson, D. C., Ege, M. S., & McInnis, J. M. (2017). Internal control weaknesses and financial reporting fraud. Auditing, 36(3), 45–69

    Article  Google Scholar 

  • Dyck, A., Morse, A., & Zingales, L. (2010). Who blows the whistle on corporate fraud? Journal of Finance, 65(6), 2213–2253

    Article  Google Scholar 

  • Fama, E. F., & Jensen, M. C. (1983). Separation of ownership and control. Journal of Law & Economics, 26(2), 301–325

    Article  Google Scholar 

  • Fang, J., Haw, I. M., Yu, V., & Xu, Z. (2014). Positive externality of analyst coverage upon audit services: Evidence from China. Asia-Pacific Journal of Accounting and Economics, 21(2), 186–206

    Article  Google Scholar 

  • Farrell, K. A., & Whidbee, D. A. (2003). Impact of firm performance expectations on CEO turnover and replacement decisions. Journal of Accounting and Economics, 36(1–3), 165–196

    Article  Google Scholar 

  • Firth, M., Fung, P. M. Y., & Rui, O. M. (2006). Corporate performance and CEO compensation in China. Journal of Corporate Finance, 12(4), 693–714

    Article  Google Scholar 

  • Francis, B., Hasan, I., & Wu, Q. (2015). Professors in the boardroom and their impact on corporate governance and firm performance. Financial Management, 44(3), 547–581

    Article  Google Scholar 

  • Gao, Y., & Yang, H. (2019). Does ownership matter? Firm ownership and corporate illegality in China. Journal of Business Ethics. https://doi.org/10.1007/s10551-019-04264-y

    Article  Google Scholar 

  • Gentry, R. J., & Shen, W. (2013). The impacts of performance relative to analyst forecasts and analyst coverage on firm R&D intensity. Strategic Management Journal, 34(1), 121–130

    Article  Google Scholar 

  • Hannan, R. L., Rankin, F. W., & Towry, K. L. (2006). The effect of information systems on honesty in managerial reporting: A behavioral perspective. Contemporary Accounting Research, 23(4), 885–918

    Article  Google Scholar 

  • Hansen, J. V., McDonald, J. B., Messier, W. F., Jr., & Bell, T. B. (1996). A generalized qualitative-response model and the analysis of management fraud. Management Science, 42(7), 1022–1032

    Article  Google Scholar 

  • Harris, J., & Bromiley, P. (2007). Incentives to cheat: The influence of executive compensation and firm performance on financial misrepresentation. Organization Science, 18(3), 350–367

    Article  Google Scholar 

  • Haß, L. H., Müller, M. A., & Vergauwe, S. L. (2015). Tournament incentives and corporate fraud. Journal of Corporate Finance, 34, 251–267

    Article  Google Scholar 

  • Hass, L. H., Tarsalewska, M., & Zhan, F. (2016). Equity incentives and corporate fraud in China. Journal of Business Ethics, 138(4), 723–742

    Article  Google Scholar 

  • Hatice, U., Szewczyk, S. H., & Varma, R. (2000). Board composition and corporate fraud. Financial Analysts Journal, 60(3), 33–43

    Google Scholar 

  • He, J. J., & Tian, X. (2013). The dark side of analyst coverage: The case of innovation. Journal of Financial Economics, 3(109), 856–878

    Article  Google Scholar 

  • Hogan, C. E., & Wilkins, M. S. (2008). Evidence on the audit risk model: Do auditors increase audit fees in the presence of internal control deficiencies? Contemporary Accounting Research, 25(1), 219–242

    Article  Google Scholar 

  • Hu, M., & Yang, J. (2014). Can analyst coverage reduce the incidence of fraud? Evidence from China. Applied Economics Letters, 21(9), 605–608

    Article  Google Scholar 

  • Huang, S. X., Pereira, R., & Wang, C. (2017). Analyst coverage and the likelihood of meeting or beating analyst earnings forecasts. Contemporary Accounting Research, 34(2), 871–899

    Article  Google Scholar 

  • Johnson, J. L., Ellstrand, A. E., Dan, R. D., & Dalton, C. M. (2005). The influence of the financial press on stockholder wealth: The case of corporate governance. Strategic Management Journal, 26(5), 461–471

    Article  Google Scholar 

  • Kasznik, R., & McNichols, M. F. (2002). Does meeting earnings expectations matter? Evidence from analyst forecast revisions and share prices. Journal of Accounting Research, 40(3), 727–759

    Article  Google Scholar 

  • Kato, T., & Long, C. (2006). CEO turnover, firm performance, and enterprise reform in China: Evidence from micro data. Journal of Comparative Economics, 34(4), 796–817

    Article  Google Scholar 

  • Khanna, V., Kim, E. H., & Lu, Y. (2015). CEO connectedness and corporate fraud. Journal of Finance, 70(3), 1203–1252

    Article  Google Scholar 

  • Laffranchini, G., Hadjimarcou, J. S., & Kim, S. H. (2020). The impact of socioemotional wealth on decline-stemming strategies of family firms. Entrepreneurship Theory and Practice, 44(2), 185–210

    Article  Google Scholar 

  • Lee, C. Y., & Chang, H. (2014). How do the combined effects of CEO decision horizon and compensation impact the relationship between earnings pressure and R&D retrenchment? Technology Analysis & Strategic Management, 26(9), 1057–1071

    Article  Google Scholar 

  • Li, J., & Tang, Y. (2010). CEO hubris and firm risk taking in China: The moderating role of managerial discretion. Academy of Management Journal, 53(1), 45–68

    Article  Google Scholar 

  • Liang, X., Lu, X., & Wang, L. (2012). Outward internationalization of private enterprises in China: The effect of competitive advantages and disadvantages compared to home market rivals. Journal of World Business, 47(1), 134–144

    Article  Google Scholar 

  • Liao, J., Smith, D., & Liu, X. (2019). Female CFOs and accounting fraud: Evidence from China. Pacific-Basin Finance Journal, 53, 449–463

    Article  Google Scholar 

  • Lin, J. Y., & Tan, G. (1999). Policy burdens, accountability, and the soft budget constraint. American Economic Review, 89(2), 426–431

    Article  Google Scholar 

  • Liu, M. H. (2011). Analysts’ incentives to produce industry-level versus firm-specific information. Journal of Financial and Quantitative Analysis, 46(3), 757–784

    Article  Google Scholar 

  • Loebbecke, J. K., Eining, M. M., & Willingham, J. J. (1989). Auditors’ experience with material irregularities: Frequency, nature and detectability. Auditing, 9(1), 1–28

    Google Scholar 

  • Luo, X., & Zheng, Q. (2018). How firm internationalization is recognized by outsiders: The response of financial analysts. Journal of Business Research, 90, 87–106

    Article  Google Scholar 

  • Ma, Z., Zhang, H., Zhong, W., & Zhou, K. (2020). Top management teams’ academic experience and firms’ corporate social responsibility voluntary disclosure. Management and Organization Review, 16(2), 293–333

    Article  Google Scholar 

  • Mckendall, M. A., & Wagner, J. A. (1997). Motive, opportunity, choice, and corporate illegality. Organization Science, 8(6), 624–647

    Article  Google Scholar 

  • Meng, Q., Li, X., & Cai, X. (2018). Does corporate strategic influence corporate frauds. Nankai Business Review, 21, 116–129 in Chinese.

    Google Scholar 

  • Mishina, Y., Dykes, B. J., Block, E. S., & Pollock, T. G. (2010). Why “good” firms do bad things: The effects of high aspirations, high expectations, and prominence on the incidences of corporate illegality. Academy of Management Journal, 53(4), 701–722

    Article  Google Scholar 

  • Murphy, P. R., & Dacin, M. T. (2011). Psychological pathways to fraud: Understanding and preventing fraud in organizations. Journal of Business Ethics, 101(4), 601–618

    Article  Google Scholar 

  • Patel, J., Degeorge, F., & Zeckhauser, R. (1998). Earnings management to exceed thresholds. The Journal of Business, 72(1), 1–33

    Google Scholar 

  • Pi, L., & Lowe, J. (2011). Can a powerful CEO avoid involuntary replacement?—An empirical study from China. Asia Pacific Journal of Management, 28(4), 775–805

    Article  Google Scholar 

  • Raheja, C. G. (2005). Determinants of board size and composition: A theory of corporate boards. Journal of Financial and Quantitative Analysis, 40(2), 283–306

    Article  Google Scholar 

  • Raval, V. (2018). A disposition-based fraud model: Theoretical integration and research agenda. Journal of Business Ethics, 150(3), 741–763

    Article  Google Scholar 

  • Ref, O., & Shapira, Z. B. (2017). Entering new markets: The effect of performance feedback near aspiration and well below and above it. Strategic Management Journal, 38(7), 1416–1434

    Article  Google Scholar 

  • Sánchez, R. G., Bolívar, M. P. R., & Hernández, A. M. L. (2017). Corporate and managerial characteristics as drivers of social responsibility disclosure by state-owned enterprises. Review of Managerial Science, 13(1), 633–659

    Article  Google Scholar 

  • Schulz, A. C., & Wiersema, M. F. (2018). The impact of earnings expectations on corporate downsizing. Strategic Management Journal, 39(10), 2691–2702

    Article  Google Scholar 

  • Shi, W., Aguilera, R., & Wang, K. (2020). State ownership and securities fraud: A political governance perspective. Corporate Governance, 28(2), 157–176

    Article  Google Scholar 

  • Shi, W., Connelly, B. L., & Hoskisson, R. E. (2017). External corporate governance and financial fraud: Cognitive evaluation theory insights on agency theory prescriptions. Strategic Management Journal, 38(6), 1268–1286

    Article  Google Scholar 

  • Suchman, M. C. (1995). Managing legitimacy: Strategic and institutional approaches. Academy of Management Review, 20(3), 571–610

    Article  Google Scholar 

  • Troy, C., Smith, K. G., & Domino, M. A. (2011). CEO demographics and accounting fraud: Who is more likely to rationalize illegal acts? Strategic Organization, 9(4), 259–282

    Article  Google Scholar 

  • Wang, T. Y., Winton, A., & Yu, X. (2010). Corporate fraud and business conditions: Evidence from IPOs. The Journal of Finance, 65(6), 2255–2292

    Article  Google Scholar 

  • Wu, W., Johan, S. A., & Rui, O. M. (2016). Institutional investors, political connections, and the incidence of regulatory enforcement against corporate fraud. Journal of Business Ethics, 134(4), 709–726

    Article  Google Scholar 

  • Xie, Z., & Li, J. (2017). Selective imitation of compatriot firms: Entry mode decisions of emerging market multinationals in cross-border acquisitions. Asia Pacific Journal of Management, 34(1), 47–68

    Article  Google Scholar 

  • Xu, D., Zhou, K. Z., & Du, F. (2019). Deviant versus aspirational risk taking: The effects of performance feedback on bribery expenditure and R&D intensity. Academy of Management Journal, 62(4), 1226–1251

    Article  Google Scholar 

  • Xu, N., Jiang, X., Chan, K. C., & Yi, Z. (2013). Analyst coverage, optimism, and stock price crash risk: Evidence from China. Pacific Basin Finance Journal, 25, 217–239

    Article  Google Scholar 

  • Young, S. M., & Peng, E. Y. (2013). An analysis of accounting frauds and the timing of analyst coverage decisions and recommendation revisions: Evidence from the US. Journal of Business Finance & Accounting, 40(3), 399–437

    Article  Google Scholar 

  • Yu, Z., & Gimeno, J. (2010). Earnings pressure and competitive behavior: Evidence from the U.S. electricity industry. Academy of Management Journal, 53(4), 743–768

    Google Scholar 

  • Zakaria, K. M., Nawawi, A., & Salin, A. S. A. P. (2016). Internal controls and fraud-empirical evidence from oil and gas company. Journal of Financial Crime, 23(4), 1154–1168

    Article  Google Scholar 

  • Zhang, J. (2018). Public governance and corporate fraud: Evidence from the recent anti-corruption campaign in China. Journal of Business Ethics, 148(2), 375–396

    Article  Google Scholar 

  • Zhang, Y., & Gong, Y. (2018). Stock return or sales growth? Multiple performance feedback and strategic investments under securities analysts’ earnings pressure. Journal of Management Studies, 55(8), 1356–1385

    Article  Google Scholar 

  • Zhou, F., Zhang, Z., Yang, J., Su, Y., & An, Y. (2018). Delisting pressure, executive compensation, and corporate fraud: Evidence from China. Pacific-Basin Finance Journal, 48, 17–34

    Article  Google Scholar 

  • Zhou, K. Z., Gao, G. Y., & Zhao, H. (2017). State ownership and firm innovation in China: An integrated view of institutional and efficiency logics. Administrative Science Quarterly, 62(2), 375–404

    Article  Google Scholar 

  • Zona, F., Minoja, M., & Coda, V. (2013). Antecedents of corporate scandals: CEOs’ personal traits, stakeholders’ cohesion, managerial fraud, and imbalanced corporate strategy. Journal of Business Ethics, 113(2), 265–283

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xi Zhong.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

See Table 9.

Table 9 Variable definitions

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ren, L., Zhong, X. & Wan, L. Missing Analyst Forecasts and Corporate Fraud: Evidence from China. J Bus Ethics 181, 171–194 (2022). https://doi.org/10.1007/s10551-021-04837-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10551-021-04837-w

Keywords

Navigation