Accounting and the Macroeconomy: The Case of Aggregate Price-Level Effects on Individual Stocks

Konchitchki, Yaniv (2013): Accounting and the Macroeconomy: The Case of Aggregate Price-Level Effects on Individual Stocks. Published in: Financial Analysts Journal , Vol. 69, No. 6 (2013): pp. 40-54.

Abstract

This study sheds new light on the cross-sectional effects of inflation, which have substantial implications for stock valuation. I use financial statement analysis to examine systematic stock-valuation effects of aggregate price-level changes on individual companies, focusing on the implications for both researchers and investment practitioners. I develop inflation-adjustment procedures that are straightforward for investors to implement in real time for extracting the inflation effect on individual companies. I find that inflation-based investment strategies conditioned on information available to investors as of the initial investment and rebalancing dates result in significant risk-adjusted returns. I also investigate the sources of abnormal returns to inflation-based investment strategies. Specifically, I estimate two separate components of the inflation effect on individual companies, one based on only monetary holdings (using the net position of monetary holdings) and the other based on only nonmonetary holdings. Investigating the stock-valuation implications of extracting the components-based inflation effect reveals striking evidence. In particular, investing based on the inflation effect on companies’ net monetary holdings results in insignificant abnormal hedge returns. In contrast, investing based on the inflation effect on companies’ nonmonetary holdings consistently yields economically and statistically significant abnormal hedge returns. These findings indicate that inflation-based abnormal hedge returns are driven not by the exposure of companies’ net monetary holdings to inflation but, rather, by the exposure of their nonmonetary holdings to inflation. These results are consistent with the fact that companies’ nonmonetary holdings are usually held for several years and thus accumulate inflationary effects over time whereas their monetary holdings are, on average, naturally hedged because the exposure of monetary assets cancels the exposure of monetary liabilities for the average company. In addition, I examine the direction of the stock returns to real-time investment strategies.

• Item Type: MPRA Paper
• Language: English
• Keywords: Accounting; Aggregate Price Levels; Capital Markets; Financial Statement Analysis; Forecasting; Hedge; Inflation; Investment; Macroeconomics; Returns; Stock Valuation
• Subjects: E - Macroeconomics and Monetary Economics > E0 - General > E01 - Measurement and Data on National Income and Product Accounts and Wealth ; Environmental Accounts; E - Macroeconomics and Monetary Economics > E0 - General > E02 - Institutions and the Macroeconomy; E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E31 - Price Level ; Inflation ; Deflation; G - Financial Economics > G2 - Financial Institutions and Services > G23 - Non-bank Financial Institutions ; Financial Instruments ; Institutional Investors; M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M2 - Business Economics > M21 - Business Economics; M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M4 - Accounting and Auditing > M41 - Accounting

References

Abarbanell, J. 1991. “Do Analysts’ Earnings Forecasts Incorporate Information in Prior Stock Price Changes?” Journal of Accounting and Economics, vol. 14, no. 2 (June):147–165. doi:10.1016/0165-4101(91)90003-7

Abarbanell, J.S., and B.J. Bushee. 1998. “Abnormal Returns to a Fundamental Analysis Strategy.” Accounting Review, vol. 73, no. 1 (January):19–45.

Aboody, D., M.E. Barth, and R. Kasznik. 1999. “Revaluations of Fixed Assets and Future Firm Performance: Evidence from the UK.” Journal of Accounting and Economics, vol. 26, no. 1–3 (January):149–178. doi:10.1016/S0165-4101(98)00040-8

Ang, A., M. Brier, and O. Signori. 2012. “Inflation and Individual Equities.” Financial Analysts Journal, vol. 68, no. 4 (July/August):36–55. doi:10.2469/faj.v68.n4.3

Ball, R., G. Sadka, and R. Sadka. 2009. “Aggregate Earnings and Asset Prices.” Journal of Accounting Research, vol. 47, no. 5 (December):1097–1133. doi:10.1111/j.1475-679X.2009.00351.x

Barth, M.E., Y. Konchitchki, and W.R. Landsman. 2013. “Cost of Capital and Earnings Transparency.” Journal of Accounting and Economics, vol. 55, no. 2–3 (April–May):206–224. doi:10.1016/j.jacceco.2013.01.004

Beaver, W.H., A.A. Christie, and P.A. Griffin. 1980. “The Information Content of SEC Accounting Series Release No. 190.” Journal of Accounting and Economics, vol. 2, no. 2 (August):127–157. doi:10.1016/0165-4101(80)90009-9

Beaver, W.H., P.A. Griffin, and W.R. Landsman. 1983. “How Well Does Replacement Cost Income Explain Stock Return?” Financial Analysts Journal, vol. 39, no. 2 (March/April):26–30. doi:10.2469/faj.v39.n2.26

Beaver, W.H., M. McNichols, and R. Price. 2007. “Delisting Returns and Their Effect on Accounting-Based Market Anomalies.” Journal of Accounting and Economics, vol. 43, no. 2–3 (July):341–368. doi:10.1016/j.jacceco.2006.12.002

Beaver, W.H., and W.R. Landsman. 1983. “Incremental Information Content of Statement 33 Disclosures.” Research report, Financial Accounting Standards Board (December).

Bodie, Z. 1976. “Common Stocks as a Hedge against Inflation.” Journal of Finance, vol. 31, no. 2 (May):459–470. doi:10.1111/j.1540-6261.1976.tb01899.x

Bradshaw, M. 2011. “Analysts’ Forecasts: What Do We Know after Decades of Work?” Working paper, Boston College (30 June).

Bradshaw, M., S. Richardson, and R. Sloan. 2001. “Do Analysts and Auditors Use Information in Accruals?” Journal of Accounting Research, vol. 39, no. 1 (June):45–74. doi:10.1111/1475-679X.00003

Bradshaw, M.T., M.S. Drake, J.N. Myers, and L.A. Myers. 2012. “A Re-Examination of Analysts’ Superiority over Time-Series Forecasts of Annual Earnings.” Review of Accounting Studies, vol. 17, no. 4 (December):944–968. doi:10.1007/s11142-012-9185-8

Carhart, M.M. 1997. “On Persistence in Mutual Fund Performance.” Journal of Finance, vol. 52, no. 1 (March):57–82. doi:10.1111/j.1540-6261.1997.tb03808.x

Chordia, T., and L. Shivakumar. 2005. “Inflation Illusion and Post-Earnings-Announcement Drift.” Journal of Accounting Research, vol. 43, no. 4 (September):521–556. doi:10.1111/j.1475-679X.2005.00181.x

Curtis, A.B., R.J. Lundholm, and S.E. McVay. 2013. “Forecasting Sales: A Model and Some Evidence from the Retail Industry.” Contemporary Accounting Research, Forthcoming. doi:10.1111/1911-3846.12040

De Bondt, W., and R. Thaler. 1990. “Do Security Analysts Overreact?” American Economic Review, vol. 80, no. 2 (May):52–57.

Fama, E.F. 1981. “Stock Returns, Real Activity, Inflation, and Money.” American Economic Review, vol. 71, no. 4 (September):545–565.

Fama, E.F., and K.R. French. 1993. “Common Risk Factors in the Returns of Stocks and Bonds.” Journal of Financial Economics, vol. 33, no. 1 (February):3–56. doi:10.1016/0304-405X(93)90023-5

Fama, E.F., and J.D. MacBeth. 1973. “Risk, Return, and Equilibrium: Empirical Tests.” Journal of Political Economy, vol. 81, no. 3 (May–June):607–636. doi:10.1086/260061

Fama, E.F., and W.G. Schwert. 1977. “Asset Returns and Inflation.” Journal of Financial Economics, vol. 5, no. 2 (November):115–146. doi:10.1016/0304-405X(77)90014-9

Hirshleifer, D., K. Hou, and S.H. Teoh. 2009. “Accruals, Cash Flows, and Aggregate Stock Returns.” Journal of Financial Economics, vol. 91, no. 3 (March):389–406. doi:10.1016/j.jfineco.2007.11.009

Hirshleifer, D., K. Hou, S.H. Teoh, and Y. Zhang. 2004. “Do Investors Overvalue Firms with Bloated Balance Sheets?” Journal of Accounting and Economics, vol. 38, no. 1–3 (December):297–331. doi:10.1016/j.jacceco.2004.10.002

Konchitchki, Y. 2011. “Inflation and Nominal Financial Reporting: Implications for Performance and Stock Prices.” Accounting Review, vol. 86, no. 3 (May):1045–1085. doi:10.2308/accr.00000044

Konchitchki, Y., and P.N. Patatoukas. 2013. “Accounting Earnings and Gross Domestic Product.” Journal of Accounting and Economics, Forthcoming. doi: 10.1016/j.jacceco.2013.10.001

Konchitchki, Y., X. Lou, G. Sadka, and R. Sadka. 2013. “Expected Earnings and the Post-Earnings-Announcement Drift.” Working paper (1 February).

Kothari, S.P. 2001. “Capital Markets Research in Accounting.” Journal of Accounting and Economics, vol. 31, no. 1–3 (September):105–231. doi:10.1016/S0165-4101(01)00030-1

Kothari, S., J.W. Lewellen, and J.B. Warner. 2006. “Stock Returns, Aggregate Earnings Surprises, and Behavioral Finance.” Journal of Financial Economics, vol. 79, no. 3 (March):537–568. doi:10.1016/j.jfineco.2004.06.016

Kothari, S.P., L. Shivakumar, and O. Urcan. 2012. “Aggregate Earnings Surprises and Inflation Forecasts.” Working paper (28 December).

Lev, B., and R. Thiagarajan. 1993. “Fundamental Information Analysis.” Journal of Accounting Research, vol. 31, no. 2 (Autumn):190–215. doi:10.2307/2491270

Li, N., S.A. Richardson, and A.I. Tuna. 2012. “Macro to Micro: Country Exposures, Firm Fundamentals and Stock Returns.” Working paper (6 March).

Mendenhall, R. 1991. “Evidence on the Possible Underweighting of Earnings-Related Information.” Journal of Accounting Research, vol. 29, no. 1 (Spring):170–179. doi:10.2307/2491035

Michaely, R., and K. Womack. 1999. “Conflict of Interest and the Credibility of Underwriter Analyst Recommendations.” Review of Financial Studies, vol. 12, no. 4 (July):653–686. doi:10.1093/rfs/12.4.653

Modigliani, F., and R.A. Cohn. 1979. “Inflation, Rational Valuation and the Market.” Financial Analysts Journal, vol. 35, no. 2 (March/April):24–44. doi:10.2469/faj.v35.n2.24

Nissim, D., and S.H. Penman. 2001. “Ratio Analysis and Equity Valuation: From Research to Practice.” Review of Accounting Studies, vol. 6, no. 1 (March):109–154. doi:10.1023/A:1011338221623

Ou, J.A., and S.H. Penman. 1989. “Financial Statement Analysis and the Prediction of Stock Returns.” Journal of Accounting and Economics, vol. 11, no. 4 (November):295–329. doi:10.1016/0165-4101(89)90017-7

Palkar, D.D., and S.E. Wilcox. 2009. “Adjusted Earnings Yields and Real Rates of Return.” Financial Analysts Journal, vol. 65, no. 5 (September/October):66–79. doi:10.2469/faj.v65.n5.3

Patatoukas, P.N. 2012. “Customer-Base Concentration: Implications for Firm Performance and Capital Markets.” Accounting Review, vol. 87, no. 2 (March):363–392. doi:10.2308/accr-10198

Penman, S.H. 2013. “Financial Statement Analysis and Security Valuation.” 5th ed. New York: McGraw-Hill Irwin.

Ritter, J.R., and R.S. Warr. 2002. “The Decline of Inflation and the Bull Market of 1982–1999.” Journal of Financial and Quantitative Analysis, vol. 37, no. 1 (March):29–61. doi:10.2307/3594994

Shivakumar, L. 2010. “Discussion of Aggregate Market Reaction to Earnings Announcements.” Journal of Accounting Research, vol. 48, no. 2 (May):335–342. doi:10.1111/j.1475-679X.2010.00369.x

Shumway, T., and V.A. Warther. 1999. “The Delisting Bias in CRSP’s NASDAQ Data and Its Implications for the Size Effect.” Journal of Finance, vol. 54, no. 6 (December):2361–2379. doi:10.1111/0022-1082.00192

Sloan, R.G. 1996. “Do Stock Prices Fully Reflect Information in Accruals and Cash Flows about Future Earnings?” Accounting Review, vol. 71, no. 3 (July):289–315.

Subramanyam, K.R. 2013. “Financial Statement Analysis.” 11th ed. New York: McGraw-Hill Irwin.

Watts, R.L., and J.L. Zimmerman. 1980. “On the Irrelevance of Replacement Cost Disclosures for Security Prices.” Journal of Accounting and Economics, vol. 2, no. 2 (August):95–106. doi:10.1016/0165-4101(80)90007-5

Wilcox, S.E. 2007. “The Adjusted Earnings Yield.” Financial Analysts Journal, vol. 63, no. 5 (September/October):54–68. doi:10.2469/faj.v63.n5.4840