Abstract
We find that market reactions to earnings announcements can be predictable. Four-factor abnormal returns to earnings announcements that follow buyback announcements are higher by 5.1% than similar returns to earnings announcements that follow equity issues over the (− 1,+ 30) window; the difference is 2.2% when unadjusted returns are used. The magnitude is large and economically and statistically significant. The drift in these returns is unrelated and distinct from the post-earnings announcement drift. For example, we find positive drift for firms making buyback announcements even when they exhibit negative earnings surprises and find negative drift for firms issuing equity even when they show positive earnings surprises. Since the study looks at short periods around earnings announcements, it does not suffer from benchmarking errors that may influence long-horizon returns.
Similar content being viewed by others
Notes
These events include open market buybacks (Ikenberry et al. 1995), seasoned equity offerings (Spiess and Affleck-Graves 1995), initial public offerings (Ritter 1991), dividend initiations and omissions (Michaely et al. 1995), stock splits (Ikenberry et al. 1996), mergers (Agrawal et al. 1992), spinoffs (Cusatis et al. 1993), tender offers (Lakonishok and Vermaelen 1990), and short interest announcements (Boehmer et al. 2010).
Several recent studies show serious limitations of long-term return studies including the choice of benchmark models and matching algorithms. Kothari and Warner (2007) and Kothari and Warner (1997) show that tests for multi-year abnormal performance around firm-specific events are severely misspecified and the lack of a perfect benchmark model of normal returns over horizons considered in long-term studies does not permit for reliable inferences.
For example, the studies of Taggart (1977), Marsh (1982), Asquith and Mullins (1986), Korajczyk et al. (1991), Loughran et al. (1994), Jung et al. (1996), Pagano et al. (1998), Hovakimian et al. (2001), and Eckbo et al. (2007) show that the seasoned equity issues and initial public equity issues coincide with high valuations. Buybacks, on the other hand, coincide with low valuation, as shown in Ikenberry et al. (1995). Studies of long-run stock returns following corporate finance decisions show firms issue equity when the cost of equity is relatively low and repurchase equity when the cost is relatively high. See Stigler (1964), Ritter (1991), Loughran and Ritter (1995), Spiess and Affleck-Graves (1995), Brav and Gompers (1997), and Jegadeesh (2000) for more details. Studies of earning forecasts and realizations around equity issues show that firms tend to issue equity when investors are too enthusiastic about earnings prospects. Loughran and Ritter (1997), Rajan and Servaes (1997), Teoh et al. (1998b), Teoh et al. (1998a), and Denis and Sarin (2001) are some sample studies in this category.
The difference between raw and abnormal returns is unusually high for SEO issues. We reestimate abnormal returns using different platforms including Eventus, STATA, and SAS, and test a few observations with Excel, all of which confirm these results. We also test the abnormal returns using a three-factor model and a one-factor model. Using alternate periods for parameters estimation does not significantly alter the results. It seems that much of the four-factor adjustment arises from high values of systematic risk of firms issuing equity.
In examining the nature of information conveyed by open-market buyback announcements, Bartov (1991) analyzes the surprise in actual earnings announcements relative to consensus forecasts but finds weak results. Instead, we focus on the market reaction to earnings announcements. We believe that the market’s reaction to earnings announcement is a more appropriate tool than analyst forecasts to test our hypotheses because analyst forecasts have to be corrected for biases and those corrections themselves are likely to introduce new biases generating mixed results (Lim 2001; Hong and Kubik 2003).
Several studies show that the long-term return methodologies are sensitive to the choice of benchmark. For example, Fama (1998) argues that most long-term return anomalies tend to disappear with reasonable changes in technique. Similarly, Kothari and Warner (1997), Barber and Lyon (1997), and Lyon et al. (1999) show that using wrong benchmarks in measuring long-term abnormal returns would lead to erroneous inference on the significance of the event of interest.
All market capitalizations are in 2013 dollars, based on the All Urban Consumers (CPI-U) index from the U.S. Department of Labor, Bureau of Labor Statistics.
We test the results with other windows. For example, we consider firms where the announcement of buybacks or SEO pricings occurs 6 to 15 days or 6 to 30 days before earnings and estimate the earnings announcement returns. The findings are consistent with the main results discussed in this section.
In untabulated results, we also calculate the returns around the announcement of earnings for firms that announce a buyback program after earnings. We document significantly negative returns around the earnings announcement date. This finding implies that buybacks announced after an earnings announcement usually follow poor earnings.
In untabulated results, we also calculate the returns around the announcement of earnings for firms that price an SEO after earnings. We document significantly positive returns around the earnings announcement date. This finding implies that SEOs priced after an earnings announcement usually follow good earnings.
References
Agrawal A, Jaffe JF, Mandelker GN (1992) The post-merger performance of acquiring firms: a re-examination of an anomaly. J Financ 47(4):1605–1621
Akbas F (2016) The calm before the storm. J Financ 71(1):225–266
Asquith P, Mullins DW (1986) Equity issues and offering dilution. J Financ Econ 15(1):61–89
Baker M, Wurgler J (2002) Market timing and capital structure. J Financ 57(1):1–32
Barber BM, Lyon JD (1997) Detecting long-run abnormal stock returns: the empirical power and specification of test statistics. J Financ Econ 43(3):341–372
Bartov E (1991) Open-market stock repurchases as signals for earnings and risk changes. J Account Econ 14(3):275–294
Bartov E, Givoly D, Hayn C (2002) The rewards to meeting or beating earnings expectations. J Account Econ 33(2):173–204
Bessembinder H, Zhang F (2013) Firm characteristics and long-run stock returns after corporate events. J Financ Econ 109(1):83–102
Boehmer E, Huszar ZR, Jordan BD (2010) The good news in short interest. J Financ Econ 96(1):80–97
Bolton P, Chen H, Wang N (2013) Market timing, investment, and risk management. J Financ Econ 109(1):40–62
Brav A (2000) Inference in long-horizon event studies: A Bayesian approach with application to initial public offerings. J Financ 55(5):1979–2016
Brav A, Gompers PA (1997) Myth or reality? The long-run underperformance of initial public offerings: Evidence from venture and nonventure capital-backed companies. J Financ 52(5):1791–1821
Brav A, Geczy CC, Gompers PA (2000) Is the abnormal return following equity issuances anomalous? J Financ Econ 56(2):209–249
Brockman P, Khurana IK, Martin X (2008) Voluntary disclosures around share repurchases. J Financ Econ 89(1):175–191
Chan K, Ikenberry DL, Lee I (2004) Economic sources of gain in stock repurchases. J Financ Quant Anal 39(3):461–479
Chan K, Ikenberry DL, Lee I (2007) Do managers time the market? Evidence from open-market share repurchases. Journal of Banking & Finance 31(9):2673–2694
Cochrane JH (2011) Presidential address: Discount rates. J Financ 66 (4):1047–1108
Cohen DA, Zarowin PA (2010) Accrual-based and real earnings management activities around seasoned equity offerings. J Account Econ 50(1):2–19
Corwin SA, Schultz PH (2012) A simple way to estimate bid-ask spreads from daily high and low prices. J Financ 67(2):719–760
Cusatis PJ, Miles JA, Woolridge JR (1993) Restructuring through spinoffs: the stock market evidence. J Financ Econ 33(3):293–311
DeAngelo H, DeAngelo L, Stulz RM (2010) Seasoned equity offerings, market timing, and the corporate lifecycle. J Financ Econ 95(3):275–295
Denis DJ, Sarin A (2001) Is the market surprised by poor earnings realizations following seasoned equity offerings? J Financ Quant Anal 36(2):169–193
Dittmar AK, Field LC (2015) Can managers time the market? Evidence using repurchase price data. J Financ Econ 115(2):261–282
Dittmar AK, Thakor AV (2007) Why do firms issue equity? J Financ 62 (1):1–54
Dong M, Loncarski I, Horst JR, Veld C (2012) What drives security issuance decisions: Market timing, pecking order, or both? Financ Manag 41(3):637–663
Du Q, Shen R (2018) Peer performance and earnings management. Journal of Banking & Finance (Forthcoming)
DuCharme LL, Malatesta PH, Sefcik SE (2004) Earnings management, stock issues, and shareholder lawsuits. J Financ Econ 71(1):27–49
Eckbo B, Masulis RW, Norli Ø (2000) Seasoned public offerings:, Resolution of the ‘new issues puzzle’. J Financ Econ 56(2):251–291
Eckbo B, Masulis RW, Norli Ø (2007) Security offerings. In: Eckbo B (ed) Handbook of Corporate Finance: Empirical Corporate Finance, Handbooks in Finance, vol 1, Elsevier, Chapter 6, pp 233– 373
Edelen RM, Ince OS, Kadlec GB (2014) Post-SEO performance and institutional investors. Unpublished working paper, Virginia Tech
Elton EJ, Gruber MJ, Gultekin MN (1984) Professional expectations: Accuracy and diagnosis of errors. J Financ Quant Anal 19(4):351–363
Fama EF (1998) Market efficiency, long-term returns, and behavioral finance. J Financ Econ 49(3):283–306
Fu F (2010) Overinvestment and the operating performance of SEO firms. Financ Manag 39(1):249–272
Fu F, Haung S (2016) The persistence of long-run abnormal stock returns following stock repurchases and offerings. Manag Sci 62(4):964–984
Gong G, Louis H, Sun AX (2008) Earnings management and firm performance following open-market repurchases. J Financ 63(2):947–986
Grullon G, Michaely R (2004) The information content of share repurchase programs. J Financ 59(2):651–680
Healy PM, Palepu KG (2001) Information asymmetry, corporate disclosure, and the capital markets: a review of the empirical disclosure literature. J Account Econ 31(1):405–440
Hong H, Kubik JD (2003) Analyzing the analysts: career concerns and biased earnings forecasts. J Financ 58(1):313–351
Hovakimian A, Opler T, Titman S (2001) The debt-equity choice. J Financ Quant Anal 36(1):1–24
Ikenberry DL, Lakonishok J, Vermaelen T (1995) Market underreaction to open market share repurchases. J Financ Econ 39(2):181–208
Ikenberry DL, Rankine G, Stice EK (1996) What do stock splits really signal? J Financ Quant Anal 31(3):357–375
Jagannathan M, Stephens CP (2003) Motives for multiple open-market repurchase programs. Financ Manag 32(2):71–91
Jegadeesh N (2000) Long-term performance of seasoned equity offerings: benchmark errors and biases in expectations. Financ Manag 29(3):5–30
Jenter D (2005) Market timing and managerial portfolio decisions. J Financ 60(4):1903–1949
Jo H, Kim Y (2007) Disclosure frequency and earnings management. J Financ Econ 84(2):561–590
Jung K, Kim Y, Stulz RM (1996) Timing, investment opportunities, managerial discretion, and the security issue decision. J Financ Econ 42(2):159–186
Korajczyk RA, Lucas DJ, McDonald RL (1991) The effect of information releases on the pricing and timing of equity issues. The Review of Financial Studies 4(4):685–708
Kothari SP, Warner JB (1997) Measuring long-horizon security price performance. J Financ Econ 43(3):301–339
Kothari SP, Warner JB (2007) Econometrics of event studies. In: Eckbo B (ed) Handbook of Corporate Finance: Empirical Corporate Finance, Handbooks in Finance, vol 1, Elsevier, chapter 1, pp 3–36
Kothari SP, Mizik N, Roychowdhury S (2016) Managing for the moment: the role of earnings management via real activities versus accruals in SEO valuation. Account Rev 91(2):559–586
Krishnaswami S, Subramaniam V (1999) Information asymmetry, valuation, and the corporate spin-off decision. J Financ Econ 53(1):73–112
Lakonishok J, Vermaelen T (1990) Anomalous price behavior around repurchase tender offers. J Financ 45(2):455–477
Lesmond DA, Ogden JP, Trzcinka CA (1999) A new estimate of transaction costs. The Review of Financial Studies 12(5):1113–1141
Li EXN, Livdan D, Zhang L (2009) Anomalies. The Review of Financial Studies 22(11):4301–4334
Lie E (2005) Operating performance following open market share repurchase announcements. J Account Econ 39(3):411–436
Lim TM (2001) Rationality and analysts’ forecast bias. J Financ 56(1):369–385
Loughran T, Ritter JR (1995) The new issues puzzle. J Financ 50(1):23–51
Loughran T, Ritter JR (1997) The operating performance of firms conducting seasoned equity offerings. J Financ 52(5):1823–1850
Loughran T, Ritter JR, Rydqvist K (1994) Initial public offerings: international insights. Pac Basin Financ J 2(2):165–199
Lyon JD, Barber BM, Tsai C (1999) Improved methods for tests of long-run abnormal stock returns. J Financ 54(1):165–201
Marsh P (1982) The choice between equity and debt: an empirical study. J Financ 37(1):121–144
Michaely R, Thaler RH, Womack KL (1995) Price reactions to dividend initiations and omissions: Overreaction or drift? J Financ 50(2):573–608
Miller MH, Rock K (1985) Dividend policy under asymmetric information. J Financ 40(4):1031–1051
Myers SC, Majluf NS (1984) Corporate financing and investment decisions when firms have information that investors do not have. J Financ Econ 13(2):187–221
Pagano M, Panetta F, Zingales L (1998) Why do companies go public? an empirical analysis. J Financ 53(1):27–64
Peyer UC, Vermaelen T (2009) The nature and persistence of buyback anomalies. The Review of Financial Studies 22(4):1693–1745
Rajan RG, Servaes H (1997) Analyst following of initial public offerings. J Financ 52(2):507–529
Rangan S (1998) Earnings management and the performance of seasoned equity offerings. J Financ Econ 50(1):101–122
Ritter JR (1991) The long-run performance of initial public offerings. J Financ 46(1):3–27
Roll R (1984) A simple implicit measure of the effective bid-ask spread in an efficient market. J Financ 39(4):1127–1139
Spiess D, Affleck-Graves J (1995) Underperformance in long-run stock returns following seasoned equity offerings. J Financ Econ 38(3):243–267
Stigler GJ (1964) Public regulation of the securities markets. J Bus 37(2):117–142
Taggart RA Jr (1977) A model of corporate financing decisions. J Financ 32 (5):1467–1484
Tarsalewska M (2018) Buyouts under the threat of preemption. Journal of Banking & Finance 89:39–58
Teoh SH, Welch I, Wong TJ (1998a) Earnings management and the long-run market performance of initial public offerings. J Financ 53(6):1935–1974
Teoh SH, Welch I, Wong TJ (1998b) Earnings management and the underperformance of seasoned equity offerings. J Financ Econ 50(1):63–99
Venkatesh P, Chiang R (1986) Information asymmetry and the dealer’s bid-ask spread: a case study of earnings and dividend announcements. J Financ 41 (5):1089–1102
Vermaelen T (1981) Common stock repurchases and market signalling: an empirical study. J Financ Econ 9(2):139–183
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
We thank Honghui Chen, Murali Jagannathan, Greg Kadlec, Raman Kumar, John Easterwood, and seminar participants at the 2017 Financial Management Association, Virginia Tech, and University of Denver for helpful comments. All errors are ours.
Appendix
Appendix
Rights and permissions
About this article
Cite this article
Amini, S., Singal, V. Are earnings predictable?. J Econ Finan 44, 528–562 (2020). https://doi.org/10.1007/s12197-019-09499-z
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12197-019-09499-z