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.
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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
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
Bartov, E., Dan, G., & Hayn, C. (2002). The rewards to meeting or beating earnings expectations. Journal of Accounting & Economics, 33(2), 173–204
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
Bell, T. B., & Carcello, J. V. (2000). A decision aid for assessing the likelihood of fraudulent financial reporting. Auditing, 19(1), 169–184
Chen, D., Chen, Y., Li, O. Z., & Ni, C. (2018). Foreign residency rights and corporate fraud. Journal of Corporate Finance, 51, 142–163
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
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
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
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
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
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
Conyon, M. J., & He, L. (2016). Executive compensation and corporate fraud in China. Journal of Business Ethics, 134(4), 669–691
Cressey, D. R. (1953). Other people’s money; a study of the social psychology of embezzlement. The Free Press.
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
Cyert, R. M., & March, J. G. (1963). A behavioral theory of the firm. Prentice-Hall.
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
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
Donelson, D. C., Ege, M. S., & McInnis, J. M. (2017). Internal control weaknesses and financial reporting fraud. Auditing, 36(3), 45–69
Dyck, A., Morse, A., & Zingales, L. (2010). Who blows the whistle on corporate fraud? Journal of Finance, 65(6), 2213–2253
Fama, E. F., & Jensen, M. C. (1983). Separation of ownership and control. Journal of Law & Economics, 26(2), 301–325
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
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
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
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
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
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
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
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
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
Haß, L. H., Müller, M. A., & Vergauwe, S. L. (2015). Tournament incentives and corporate fraud. Journal of Corporate Finance, 34, 251–267
Hass, L. H., Tarsalewska, M., & Zhan, F. (2016). Equity incentives and corporate fraud in China. Journal of Business Ethics, 138(4), 723–742
Hatice, U., Szewczyk, S. H., & Varma, R. (2000). Board composition and corporate fraud. Financial Analysts Journal, 60(3), 33–43
He, J. J., & Tian, X. (2013). The dark side of analyst coverage: The case of innovation. Journal of Financial Economics, 3(109), 856–878
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
Hu, M., & Yang, J. (2014). Can analyst coverage reduce the incidence of fraud? Evidence from China. Applied Economics Letters, 21(9), 605–608
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
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
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
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
Khanna, V., Kim, E. H., & Lu, Y. (2015). CEO connectedness and corporate fraud. Journal of Finance, 70(3), 1203–1252
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
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
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
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
Liao, J., Smith, D., & Liu, X. (2019). Female CFOs and accounting fraud: Evidence from China. Pacific-Basin Finance Journal, 53, 449–463
Lin, J. Y., & Tan, G. (1999). Policy burdens, accountability, and the soft budget constraint. American Economic Review, 89(2), 426–431
Liu, M. H. (2011). Analysts’ incentives to produce industry-level versus firm-specific information. Journal of Financial and Quantitative Analysis, 46(3), 757–784
Loebbecke, J. K., Eining, M. M., & Willingham, J. J. (1989). Auditors’ experience with material irregularities: Frequency, nature and detectability. Auditing, 9(1), 1–28
Luo, X., & Zheng, Q. (2018). How firm internationalization is recognized by outsiders: The response of financial analysts. Journal of Business Research, 90, 87–106
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
Mckendall, M. A., & Wagner, J. A. (1997). Motive, opportunity, choice, and corporate illegality. Organization Science, 8(6), 624–647
Meng, Q., Li, X., & Cai, X. (2018). Does corporate strategic influence corporate frauds. Nankai Business Review, 21, 116–129 in Chinese.
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
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
Patel, J., Degeorge, F., & Zeckhauser, R. (1998). Earnings management to exceed thresholds. The Journal of Business, 72(1), 1–33
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
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
Raval, V. (2018). A disposition-based fraud model: Theoretical integration and research agenda. Journal of Business Ethics, 150(3), 741–763
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
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
Schulz, A. C., & Wiersema, M. F. (2018). The impact of earnings expectations on corporate downsizing. Strategic Management Journal, 39(10), 2691–2702
Shi, W., Aguilera, R., & Wang, K. (2020). State ownership and securities fraud: A political governance perspective. Corporate Governance, 28(2), 157–176
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
Suchman, M. C. (1995). Managing legitimacy: Strategic and institutional approaches. Academy of Management Review, 20(3), 571–610
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
Wang, T. Y., Winton, A., & Yu, X. (2010). Corporate fraud and business conditions: Evidence from IPOs. The Journal of Finance, 65(6), 2255–2292
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
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
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
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
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
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
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
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
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
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
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
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
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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
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DOI: https://doi.org/10.1007/s10551-021-04837-w