Hostname: page-component-788cddb947-kc5xb Total loading time: 0 Render date: 2024-10-10T05:04:28.501Z Has data issue: false hasContentIssue false

On the Scope and Drivers of the Asset Growth Effect

Published online by Cambridge University Press:  14 November 2011

Marc L. Lipson
Affiliation:
Darden Graduate School of Business Administration, University of Virginia, Box 6550, Charlottesville, VA 22906. mlipson@virginia.edu, and schill@virginia.edu
Sandra Mortal
Affiliation:
Fogelman College of Business and Economics, University of Memphis, 236 Fogelman College Admin. Bldg., Memphis, TN 38152. scmortal@memphis.edu
Michael J. Schill
Affiliation:
Darden Graduate School of Business Administration, University of Virginia, Box 6550, Charlottesville, VA 22906. mlipson@virginia.edu, and schill@virginia.edu

Abstract

Recent papers have debated whether the negative correlation between measures of firm asset growth and subsequent returns is of little importance since it applies only to small firms, is justified as compensation for risk, or is evidence of mispricing. We show that the asset growth effect is pervasive, and evidence to the contrary arises due to specification choices; that one measure of asset growth, the change in total assets, largely subsumes the explanatory power of other measures; that the ability of asset growth to explain either the cross section of returns or the time series of factor loadings is linked to firm idiosyncratic volatility (IVOL); that the return effect is concentrated around earnings announcements; and that analyst forecasts are systematically higher than realized earnings for faster growing firms. In general, there appears to be no asset growth effect in firms with low IVOL. Our findings are consistent with a mispricing-based explanation for the asset growth effect in which arbitrage costs allow the effect to persist.

Type
Research Articles
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2011

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Affleck-Graves, J., and Miller, R. E.. “The Information Content of Calls of Debt: Evidence from Long-Run Stock Returns.” Journal of Financial Research, 26 (2003), 421447.CrossRefGoogle Scholar
Agrawal, A.; Jaffe, J. F.; and Mandelker, G. N.. “The Post-Merger Performance of Acquiring Firms: A Re-Examination of an Anomaly.” Journal of Finance, 47 (1992), 16051621.Google Scholar
Ali, A.; Hwang, L.-S.; and Trombley, M. A.. “Arbitrage Risk and the Book-to-Market Anomaly.” Journal of Financial Economics, 69 (2003), 355373.CrossRefGoogle Scholar
Amihud, Y.Illiquidity and Stock Returns: Cross Section and Time-Series Effects.” Journal of Financial Markets, 5 (2002), 3156.CrossRefGoogle Scholar
Anderson, C. W., and Garcia-Feijóo, L.. “Empirical Evidence on Capital Investment, Growth Options, and Security Returns.” Journal of Finance, 61 (2006), 171194.CrossRefGoogle Scholar
Ang, A.; Hodrick, R. J.; Xing, Y.; and Zhang, X.. “The Cross-Section of Volatility and Expected Returns.” Journal of Finance, 61 (2006), 259299.CrossRefGoogle Scholar
Asquith, P.Merger Bids, Uncertainty, and Stockholder Returns.” Journal of Financial Economics, 11 (1983), 5183.CrossRefGoogle Scholar
Atkins, A. B., and Dyl, E. A.. “Market Structure and Reported Trading Volume: NASDAQ versus the NYSE.” Journal of Financial Research, 20 (1997), 291304.CrossRefGoogle Scholar
Baker, M., and Savaşogul, S.. “Limited Arbitrage in Mergers and Acquisitions.” Journal of Financial Economics, 64 (2002), 91115.CrossRefGoogle Scholar
Bali, T. G., and Cakici, N.. “Idiosyncratic Volatility and the Cross Section of Expected Returns.” Journal of Financial and Quantitative Analysis, 43 (2008), 2958.CrossRefGoogle Scholar
Berk, J. B. “A Critique of Size-Related Anomalies.” Review of Financial Studies, 8 (1995), 275286.CrossRefGoogle Scholar
Berk, J. B.; Green, R. C.; and Naik, V.. “Optimal Investment, Growth Options, and Security Returns.” Journal of Finance, 54 (1999), 15531607.CrossRefGoogle Scholar
Billett, M. T.; Flannery, M. J.; and Garfinkel, J. A.. “Are Bank Loans Special? Evidence on the Post-Announcement Performance of Bank Borrowers.” Journal of Financial and Quantitative Analysis, 41 (2006), 733751.CrossRefGoogle Scholar
Brennan, M. J.; Wang, A. W.; and Xia, Y.. “Estimation and Test of a Simple Model of Intertemporal Capital Asset Pricing.” Journal of Finance, 59 (2004), 17431776.CrossRefGoogle Scholar
Broussard, J. P.; Michayluk, D.; and Neely, W. P.. “The Role of Growth in Long-Term Investment Returns.” Journal of Applied Business Research, 21 (2005), 93104.Google Scholar
Campbell, J. Y., and Vuolteenaho, T.. “Bad Beta, Good Beta.” American Economic Review, 94 (2004), 12491275.CrossRefGoogle Scholar
Chan, L. K. C.; Karceski, J.; Lakonishok, J.; and Sougiannis, T.. “Balance Sheet Growth and the Predictability of Stock Returns.” Working Paper, University of Florida (2008).Google Scholar
Cochrane, J. H. “Production-Based Asset Pricing and the Link between Stock Returns and Economic Fluctuations.” Journal of Finance, 46 (1991), 209237.Google Scholar
Cochrane, J. H. “A Cross-Sectional Test of an Investment-Based Asset Pricing Model.” Journal of Political Economy, 104 (1996), 572621.CrossRefGoogle Scholar
Cooper, M. J., and Gubellini, S.. “The Critical Role of Conditioning Information in Determining if Value Is Really Riskier than Growth.” Journal of Empirical Finance, 18 (2011), 289305.CrossRefGoogle Scholar
Cooper, M. J.; Gulen, H.; and Schill, M. J.. “Asset Growth and the Cross-Section of Stock Returns.” Journal of Finance, 63 (2008), 16091651.CrossRefGoogle Scholar
Core, J. E.; Guay, W. R.; and Verdi, R.. “Is Accruals Quality a Priced Risk Factor?Journal of Accounting and Economics, 46 (2008), 222.CrossRefGoogle Scholar
Cusatis, P. J.; Miles, J. A.; and Woolridge, J. R.. “Restructuring through Spinoffs: The Stock Market Evidence.” Journal of Financial Economics, 33 (1993), 293311.CrossRefGoogle Scholar
Daniel, K. D.; Hirshleifer, D.; and Subrahmanyam, A.. “Overconfidence, Arbitrage, and Equilibrium Asset Pricing.” Journal of Finance, 56 (2001), 921965.CrossRefGoogle Scholar
Daniel, K. D., and Titman, S.. “Evidence on the Characteristics of Cross Sectional Variation in Stock Returns.” Journal of Finance, 52 (1997), 133.CrossRefGoogle Scholar
Davis, J. L.; Fama, E. F.; and French, K. R.. “Characteristics, Covariances, and Average Returns: 1929 to 1997.” Journal of Finance, 55 (2000), 389406.CrossRefGoogle Scholar
DeBondt, W. F. M., and Thaler, R.. “Does the Stock Market Overreact?Journal of Finance, 40 (1985), 793805.CrossRefGoogle Scholar
Fairfield, P. M.; Whisenant, J. S.; and Yohn, T. L.. “Accrued Earnings and Growth: Implications for Future Profitability and Market Mispricing.” Accounting Review, 78 (2003), 353371.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “The Cross-Section of Expected Stock Returns.” Journal of Finance, 47 (1992), 427465.Google Scholar
Fama, E. F., and French, K. R.. “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Financial Economics, 33 (1993), 356.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Financing Decisions: Who Issues Stock?Journal of Financial Economics, 76 (2005), 549582.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Dissecting Anomalies.” Journal of Finance, 63 (2008), 16531678.CrossRefGoogle Scholar
Fama, E. F., and MacBeth, J. D.. “Risk, Return and Equilibrium: Empirical Tests.” Journal of Political Economy, 81 (1973), 607636.CrossRefGoogle Scholar
Gagnon, L., and Karolyi, G. A.. “Multi-Market Trading and Arbitrage.” Journal of Financial Economics, 97 (2010), 5380.CrossRefGoogle Scholar
Gomes, J.; Kogan, L.; and Zhang, L.. “Equilibrium Cross-Section of Returns.” Journal of Political Economy, 111 (2003), 693732.CrossRefGoogle Scholar
Hasbrouck, J.Trading Costs and Returns for U.S. Equities: Estimating Effective Costs from Daily Data.” Journal of Finance, 64 (2009), 14451477.CrossRefGoogle Scholar
Ibbotson, R. G. “Price Performance of Common Stock New Issues.” Journal of Financial Economics, 2 (1975), 235272.CrossRefGoogle Scholar
Ikenberry, D.; Lakonishok, J.; and Vermaelen, T.. “Market Underreaction to Open Market Share Repurchases.” Journal of Financial Economics, 39 (1995), 181208.CrossRefGoogle Scholar
Jagannathan, R., and Wang, Z.. “The Conditional CAPM and the Cross-Section of Expected Returns.” Journal of Finance, 51 (1996), 353.Google Scholar
Lakonishok, J.; Shleifer, A.; and Vishny, R. W.. “Contrarian Investment, Extrapolation, and Risk.” Journal of Finance, 49 (1994), 15411578.CrossRefGoogle Scholar
Lakonishok, J., and Vermaelen, T.Anomalous Price Behavior around Repurchase Tender Offers.” Journal of Finance, 45 (1990) 455477.CrossRefGoogle Scholar
La Porta, R.; Lakonishok, J.; Shleifer, A.; and Vishny, R.. “Good News for Value Stocks: Further Evidence on Market Efficiency.” Journal of Finance, 52 (1997), 859874.CrossRefGoogle Scholar
Lesmond, D. A.; Ogden, J. P.; and Trzcinka, C. A.. “A New Estimate of Transaction Costs.” Review of Financial Studies, 12 (1999), 11131141.CrossRefGoogle Scholar
Lesmond, D. A.; Schill, M. J.; and Zhou, C.. “The Illusory Nature of Momentum Profits.” Journal of Financial Economics, 71 (2004), 349380.CrossRefGoogle Scholar
Li, D., and Zhang, L.. “Does Q-Theory with Investment Frictions Explain Anomalies in the Cross Section of Returns?Journal of Financial Economics, 98 (2010), 297314.CrossRefGoogle Scholar
Li, E. X. N.; Livdan, D.; and Zhang, L.. “Anomalies.” Review of Financial Studies, 22 (2009), 43014334.CrossRefGoogle Scholar
Loughran, T., and Ritter, J. R.. “The New Issues Puzzle.” Journal of Finance, 50 (1995), 2351.CrossRefGoogle Scholar
Loughran, T., and Vijh, A. M.. “Do Long-Term Shareholders Benefit from Corporate Acquisitions?Journal of Finance, 52 (1997), 17651790.Google Scholar
Lyandres, E.; Sun, L.; and Zhang, L.. “The New Issues Puzzle: Testing the Investment-Based Explanation.” Review of Financial Studies, 21 (2008), 28252855.CrossRefGoogle Scholar
Mashruwala, C.; Rajgopal, S.; and Shevlin, T.. “Why Is the Accrual Anomaly Not Arbitraged Away? The Role of Idiosyncratic Risk and Transaction Costs.” Journal of Accounting and Economics, 42 (2006), 333.CrossRefGoogle Scholar
McConnell, J. J., and Ovtchinnikov, A. V.. “Predictability of Long-Term Spin-Off Returns.” Journal of Investment Management, 2 (2004), 3544.Google Scholar
McLean, R. D. “Idiosyncratic Risk, Long-Term Reversal, and Momentum.” Journal of Financial and Quantitative Analysis, 45 (2010), 883906.CrossRefGoogle Scholar
Michaely, R.; Thaler, R. H.; and Womack, K. L.. “Price Reactions to Dividend Initiations and Omissions: Overreaction or Drift?Journal of Finance, 50 (1995), 573608.CrossRefGoogle Scholar
Mortal, S., and Schill, M. J.. “Are Acquisitions Unique? Evidence of the Pedestrian Nature of Post-Merger Returns.” Working Paper, University of Virginia (2009).CrossRefGoogle Scholar
Polk, C., and Sapienza, P.. “The Stock Market and Corporate Investment: A Test of Catering Theory.” Review of Financial Studies, 22 (2009), 187217.CrossRefGoogle Scholar
Pontiff, J.Costly Arbitrage: Evidence from Closed-End Funds.” Quarterly Journal of Economics, 111 (1996), 11351151.CrossRefGoogle Scholar
Pontiff, J.Costly Arbitrage and the Myth of Idiosyncratic Risk.” Journal of Accounting and Economics, 42 (2006), 3552.CrossRefGoogle Scholar
Pontiff, J., and Schill, M. J.. “Long-Run Seasoned Equity Offering Returns: Data Snooping, Model Misspecification, or Mispricing? A Costly Arbitrage Approach.” Working Paper, University of Virginia (2004).Google Scholar
Pontiff, J., and Woodgate, A.. “Share Issuance and Cross-Sectional Returns.” Journal of Finance, 63 (2008), 921945.CrossRefGoogle Scholar
Rau, P. R., and Vermaelen, T.. “Glamour, Value and the Post-Acquisition Performance of Bidding Firms.” Journal of Financial Economics, 49 (1998), 223253.Google Scholar
Richardson, S. A., and Sloan, R. G.. “External Financing and Future Stock Returns.” Working Paper, University of Pennsylvania (2003).CrossRefGoogle Scholar
Roll, R.A Simple Implicit Measure of the Effective Bid-Ask Spread in an Efficient Market.” Journal of Finance, 39 (1984), 11271139.Google Scholar
Scherbina, A.Suppressed Negative Information and Future Underperformance.” Review of Finance, 12 (2008), 533565.CrossRefGoogle Scholar
Spiess, D. K., and Affleck-Graves, J.. “The Long-Run Performance of Stock Returns following Debt Offerings.” Journal of Financial Economics, 54 (1999), 4573.CrossRefGoogle Scholar
Titman, S.; Wei, K. C. J.; and Xie, F.. “Capital Investments and Stock Returns.” Journal of Financial and Quantitative Analysis, 39 (2004), 677700.CrossRefGoogle Scholar
Tobin, J.A General Equilibrium Approach to Monetary Theory.” Journal of Money, Credit and Banking, 1 (1969), 1529.CrossRefGoogle Scholar
Xing, Y.Interpreting the Value Effect through the Q-Theory: An Empirical Investigation.” Review of Financial Studies, 21 (2008), 17671795.CrossRefGoogle Scholar
Yoshikawa, H.On the ‘q’ Theory of Investment.” American Economic Review, 70 (1980), 739743.Google Scholar
Zhang, L.The Value Premium.” Journal of Finance, 60 (2005), 67103.CrossRefGoogle Scholar