Abstract
We examine the valuation effects of overall demand for corporate equities combined with the influence of abnormal earnings and unexpected funds flow. Our results indicate that the expected and unexpected net new total flow of funds into all stock mutual funds do not by themselves have a meaningful effect on firm equity valuation. However, we find the combination of unexpected funds flow and realized abnormal earnings have significant and important valuation effects. Importantly, the valuation impact is greatest for those firms with high earnings growth potential that also operate in an environment characterized by high information asymmetry.
Similar content being viewed by others
Notes
Consistent with the extant empirical literature we set the yearly expected rate of return on book value of common equity at 12% (Barth et al. 1999; Dechow et al. 1999; Hand and Landsman 2005). Also consistent with the existing literature, we utilize contemporaneous abnormal earnings in our analyses. We also ran the analyses with lagged abnormal earnings and obtained the same basic findings.
Warther (1995) found that funds flow in the fourth month prior to the current period was non-significant.
All regressions reported in tables were re-run while including a fixed effects variable for quarters. All of the fundamental results and inferences reported remained unchanged.
For all OLS regressions documented in Tables 4–7, we report White (1980) adjusted t-statistics. We also ran all OLS analyses without the White’s adjustment to the standard errors. Although the t values were much larger in magnitude, the primary results and inferences for all variables remained the same.
In order to get an approximation of the valuation impact, we estimated separate regressions for observations with the highest and lowest abnormal earnings to assess the impact of unexpected flow of funds on valuation. Based on coefficient estimates, an unexpected inflow of $100 million into the mutual funds increases the market valuation of the top one-third of the stocks with the highest abnormal earnings by an average value of $2 million. An unexpected outflow of $100 million from the mutual funds decreases the market valuation of the bottom one-third of stocks with the lowest abnormal earnings by an average value of $0.4 million. These are approximate estimates based upon broad aggregation of data in order to provide some indication of the valuation implications.
The results of running the four basic regressions for this sub-sample (n = 175,383) are essentially the same as reported earlier for the full sample in Table 4.
References
Alford AW (1992) The effect of the set of comparable firms on the accuracy of price–earnings valuation method. J Account Res 30(1, Spring):94–108
Barth ME, Beaver WH, Hand JRM, Landsman WR (1999) Accruals, cash flows, and equity values. Rev Account Stud 4(3/4):205–229
Beaver W, Morse D (1978) What determines price–earnings ratios? Financ Anal J 34:65–76
Ball R, Brown P (1968) An empirical evolution of accounting income numbers. J Account Res 6:159–178
Bell BT, Landsman WR, Miller BL, Yeh S (2002) The valuation implications of employee stock option accounting for profitable computer software firms. Account Rev 77:971–996
Browning E (2003) Economics 101: supply will place demands on stocks. Wall Street J 11:C1
Bernard V (1995) The Feltham–Ohlson framework: implications for empiricists. Contemp Account Res, 11(2, Spring):733–748
Cha H, Lee B (2001) The market demand curve for common stocks: evidence form equity mutual fund flows. J Financ Quant Anal 36(2):195–220
Chan L, Karceski J, Lakonishok J (2003) The level and persistence of growth rates. J Financ LVIII(2):643–684
Chen H, Noronha G, Singal V (2004) The price response of S&P 500 index additions and deletions: evidence of asymmetry and a new explanation. J Financ v59(4):1901–1930
Dechow PM, Hutton AP, Sloan RG (1999) An empirical assessment of the residual income valuation model. J Account Econ 26:1–34
Dierkens N (1991) Information asymmetry and equity issues. J Financ Quant Anal 26(2):181–199
Edelen M, Warner J (2001) Aggregate price effects of institutional trading: a study of mutual fund flow and market returns. J Financ Econ 59:195–220
Feltham GA, Ohlson JA (1995) Valuation and clean surplus accounting for operating and financial activities. Contemp Account Res 11(2, Spring):689–731
Hand JRM, Landsman WR (2005) The pricing of dividends and equity valuation. J Bus, Financ Account 32(3–4):435–469
Harris L, Gurel E (1986) Price and volume effects associated with changes in the S&P 500 list: new evidence for the existence of price pressures. J Financ XLI(4):815:829
Investment Company Institute (ICI) (2001) ICI mutual funds flow data from 1985 to 2000
Investment Company Institute (ICI) (2003) ICI fact book
Jain P (1987) The effect on stock price of inclusion in or exclusion from S&P 500. Financ Anal J 43:58–65
Jin L (2006) Capital gains tax overhang and price pressure. J Financ 61:1399–1431
Kallapur S, Kwan SYS (2004) The value relevance and reliability of brand assets recognized by U.K. firms. Account Rev 79(1):151–172
Krishnaswami S, Subramaniam V (1999) Information asymmetry, valuation, and the corporate spin-off decision. J Financ Econ 53:73–112
Krishnaswami S, Spindt PA, Subramaniam V (1999) Information asymmetry, monitoring, and the placement structure of corporate debt. J Financ Econ 51:407–434
Landsman WR, Maydew EL (2002) Has the information content of quarterly earnings announcements declined in the past three decades? J Account Res 40(3):797–808
Lee CM, Myers CJ, Swaminathan B (1999) What is the intrinsic value of the dow? J Financ LIV(5):1693–1741
Lynch AW, Mendenhall RR (1997) New evidence on stock price effects associated with changes in the S&P 500 index. J Bus 70(3):351–383
Merton RC (1987) Presidential address: a simple model of capital market equilibrium with incomplete information. J Financ 42(3):483–510
Mosebach M, Najand M (1999) Are structural changes in mutual funds investing driving the U.S. stock market to its current levels. J Financ Res XXII(3, Fall):317–329
Ohlson JA (1995) Earnings, book values, and dividends in security valuation. Contemp Account Res 11(2, Spring):661–688
Palepu GP, Bernard VL, Healy PM (2004) Business analysis & valuation: using financial statements, 3rd edn. South-Western
Penman S (2001) Financial statement analysis & security valuation. McGraw-Hill/Irwin
Penman S (2004) Financial statement analysis & security valuation, 2nd edn. McGraw-Hill/Irwin
Penman S (2007) Financial statement analysis & security valuation, 3rd edn. McGraw-Hill/Irwin
Penman S, Sougiannis T (1998) A comparison of dividend, cash flow, and earnings approaches to equity valuation. Contemp Account Res 15(3):343–383
Shleifer A (1986) Do demand curves for stocks slope down? J Financ XLI(3):579–590
Warther V (1995) Aggregate mutual fund flows and security returns. J Financ Econ 39:209–235
White H (1980) A heteroscedasticity-consistent covariance matrix estimator and a direct test for heteroscedasticity. Econometrica 48:817–838
Acknowledgements
Raman Kumar acknowledges support from a Pamplin College of Business summer research grant. John Maher wishes to acknowledge support from the Jack Carroll research fellowship program in the Pamplin College of Business.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Maher, J.J., Brown, R.M. & Kumar, R. Firm valuation, abnormal earnings, and mutual funds flow. Rev Quant Finan Acc 31, 167–189 (2008). https://doi.org/10.1007/s11156-007-0065-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11156-007-0065-4