Detecting news in aggregate accounting earnings: implications for stock market valuation

How much news is there in aggregate accounting earnings? I provide evidence that earnings changes at the stock market level are correlated with new information about not only expected future cash flows but also discount rates. A comprehensive investigation of the link to discount rates reveals that aggregate earnings changes are tied to news about all components of the expected future stock market return, i.e., the real riskless rate, expected inflation, and the expected equity risk premium. Over the sample period studied, cash flow news and discount rate news in aggregate earnings changes covary positively and have offsetting impacts on stock market prices. As a result, stock market prices appear to be insensitive to aggregate earnings changes. The findings highlight the importance of separating cash flow news from discount rate news when evaluating the information content of accounting earnings at the stock market level. Overall, my study sheds new light on the informativeness and relevance of accounting earnings for valuation at the stock market level.     

The market’s use of supplier earnings information to value customers

In this paper we examine whether the quarterly earnings announcements of supplier firms contain information about their customer’s earnings. Our evidence suggests that they do. Specifically, we find evidence consistent with the market impounding supplier firm earnings information into the stock prices of the firm’s customers. This is consistent with the market using the supplier’s earnings to help assess the customer firm’s future cash flows and/or uncertainty of those cash flows. We also find that the quality of the earnings influences the magnitude of the customer firm’s stock price reaction. The customer’s stock price reaction is increasing in the revenue growth reported by the supplier and the past persistence of the supplier’s earnings. Additional tests reveal that the market reaction is amplified when the customer firm is more dependent on the supplier. Finally, we find that the relative bargaining power of the customer influences the market reaction to supplier earnings. While prior research has documented that the market uses industry peer earnings and customer earnings in pricing a firm’s stock, this is the first study to provide evidence on the market’s use of supplier earnings information.     

The stock price effects of changes in dispersion of investor beliefs during earnings announcements

Existing research provides competing theories about how dispersion of investor beliefs might affect stock prices. We measure changes in dispersion of investor beliefs around earnings announcements using changes in the dispersion of individual analysts’ forecasts. We find that the 3-day market response to earnings announcements is negatively associated with changes in dispersion, consistent with the cost of capital hypothesis. The results hold after controlling for the current earnings surprise, forecast revisions of future earnings, and reported earnings relative to various earnings thresholds. Our study provides new insight about the information contained in earnings announcements that is incremental to the magnitude and timing of cash flows.     

Discussion of “Using accounting information for consumption planning and equity valuation”

This paper discusses Yee (2007), who investigates the role of accounting information for consumption planning and equity valuation. Higher earnings quality increases investor welfare and ex ante stock prices as well as the weight on earnings in valuation equations based on both cash flows and earnings. The former is due to improved consumption smoothing through more informed production choices, while the latter is due to the impact on the relative information content of current cash flows versus earnings about future cash flows.     

Do prices reflect market fundamentals in real estate markets?

The purpose of this article is to examine prices on land and REIT shares for possible evidence of deviations from market fundamentals, the underlying economic forces. Models of market fundamentals are developed from the intertemporal capital asset pricing model so that risk aversion and a stochastic investment opportunity set can be incorporated in the analysis. The approach in this article is to compare ex post values of actual discounted cash flows with prices and to test whether the price series are unbiased predictors of the future discounted cash flows. Several tests of the relationship are presented, and the results suggest that prices of real estate investment trusts and prices of farm land do not always reflect fundamental value.     

Understanding Stock Price Volatility: The Role of Earnings

In an efficient capital market, asset prices vary when investors change their expectations about cash flows, discount rates, or both. Using dividends to measure cash flows, previous research shows that the aggregate dividend‐price ratio varies due to changes in expected discount rates (returns) rather than expected cash flows. In contrast, using accounting earnings instead of dividends as a measure of cash flows, this paper shows that as much as 70% of the variation in the dividend‐price ratio can be explained by changes in expected earnings. Moreover, the paper documents a significant negative correlation between expected returns and expected earnings, suggesting that variations in a common factor to both may generate significant price volatility. The results are consistent with the dividend‐policy irrelevance hypothesis.     

Accruals, Cash Flows and the Post‐Earnings‐Announcement Drift

Abstract:   Several prior studies have shown that cash flows have significantly greater impact on stock prices than accruals. We examine the implications of these findings for the post‐earnings‐announcement‐drift anomaly. We argue that, if investors under‐react to earnings news, then the larger price impact of cash flows causes the cash flow component of earnings news to predict future returns better than the accruals component. Consistent with this argument, we show that unexpected cash flows are more positively related to future returns, than are unexpected accruals. Also, unexpected cash flows are found to predict future returns above and beyond that predicted by earnings surprises. Finally, we show that a strategy that decomposes earnings news into its components significantly outperforms strategies based on earnings news alone. The results support under‐reaction explanations for the drift.     

The effects of anticipated future investments on firm value: evidence from mergers and acquisitions

I examine the long-term valuation consequence of investment in mergers and acquisitions on acquiring firms through the “anticipation effect,” in which forward-looking prices embed investors’ expectations about the profitability of firms’ future acquisitions. Using a sample of firms with past acquisitions, I find that their market valuations depend on both the profitability of their past acquisitions and their current free cash flow. Among firms with positive free cash flow (when future acquisitions are likely), those with a worse history of value-destroying acquisitions experience lower market valuations. Among firms with negative free cash flow (when future acquisitions are less likely), firm value is not systematically related to acquisition history. These findings are consistent with investors forming expectations about the profitability of future acquisitions based on realized acquisition outcomes and valuing these firms based on their likelihood of making future acquisitions. They also provide support for using observed market prices as a proxy for investors’ expectations about future investment opportunities.     

The market's perception of the information conveyed by dividend announcements

This paper tests whether the market perceives announced dividend changes to reflect information about current and/or future cash flows. The empirical relationship between dividend changes and earnings changes is inconclusive. Furthermore, there is no empirical evidence regarding the market's perception of managers' intentions in changing the level of dividends. By analyzing the price reaction of scores to an announced dividend change, we are able to isolate the effects of a short-term change and a long-term change. Our findings indicate that the market perceives dividend changes to reflect a long-term change in earnings.     

Earnings Momentum,Adaptation Value,and Nonlinearities in the Valuation of Chinese Equity Stocks

We demonstrate that when the variables comprising a firm's investment opportunity set depend on their past values then the present value of the cash flows the firm expects to earn will be stated in terms of the levels and the momentum of the affected variables. It is also shown that the market value of a firm's equity is comprised of the present value of the cash flows it expects to earn from operating under its existing investment opportunity set plus the value of the real options the firm possesses to modify or even completely change its existing investment opportunity set. Our empirical analysis, based on both Chinese and US data, shows that earnings momentum and the adaptation and growth options typically available to firms all appear to have a significant impact on equity prices.     

The Ability of Earnings to Predict Future Operating Cash Flows Has Been Increasing—Not Decreasing

We investigate the relationship between earnings and one‐year‐ahead operating cash flows from 1973 to 2000. Although the extant research indicates a weakening relationship between contemporaneous earnings and stock prices over time, we find that the relationship between current earnings and future operating cash flows has increased over time. This result holds for numerous divisions of our sample. Out‐of‐sample predictions of operating cash flows generally show increasing forecast accuracy over time. Increasing accounting conservatism appears to play a role in this phenomenon.     

Valuation of Corporate Innovation and the Pricing of Risk in the Biopharmaceutical Industry: The Case of Gilead

Much of a firm's market value derives from expected future growth value rather than from the value of current operations or assets in place. Pharmaceutical companies are good examples of firms where much market value comes from expectations about drugs still in the development “pipeline.” Using a new osteoporosis drug being developed by Gilead Sciences, Inc., the author combines discounted cash flow methods values and real option models to value it. Alone, discounted cash flow (DCF) calculations are vulnerable to the assumptions of growth, cost of capital, and cash flows. But by integrating the real options approach with the DCF technique, one can value a new product in the highly regulated, risky and research‐intensive Biopharmaceutical industry. This article shows how to value a Biopharmaceutical product, tracked from discovery to market launch in a step‐by‐step manner. Improving over early real option models, this framework explicitly captures competition, speed of innovation, risk, financing need, the size of the market potential in valuing corporate innovation using a firm‐specific measure of risk and the industry‐wide value of growth operating cash flows. This framework shows how the risk of corporate innovation, which is not fully captured by the standard valuation models, is priced into the value of a firm's growth opportunity. The DCF approach permits top‐down estimation of the size of the industry‐wide growth opportunity that competing firms must race to capture, while the contingency‐claims technique allows bottom‐up incorporation of the firm's successful R&D investment and the timing of introduction of the new product to market. It also specifically prices the risk of innovation by modeling its two components: the consumer validation of technology and the expert validation of technology. Overall, it estimates the value contribution per share of a new product for the firm.     

Accruals,Cash Flows,and Equity Values

We find, as predicted, that the differential ability of accrual and cash flow components of earnings to help forecast future abnormal earnings and the persistence of the components result in the components having different valuation implications. We base our tests on Ohlson (1999) applied to fourteen industries. We find: (1) Accruals and cash flows aid in forecasting future abnormal earnings incremental to abnormal earnings and equity book value. (2) Accruals and cash flows provide explanatory power for equity market value incremental to equity book value and abnormal earnings. (3) There is evidence that accruals and cash flows valuation coefficients are consistent with the Ohlson model.     

Expectations and the Cross-Section of Stock Returns

Previous research has shown that stocks with low prices relative to book value, cash flow, earnings, or dividends (that is, value stocks) earn high returns. Value stocks may earn high returns because they are more risky. Alternatively, systematic errors in expectations may explain the high returns earned by value stocks. I test for the existence of systematic errors using survey data on forecasts by stock market analysts. I show that investment strategies that seek to exploit errors in analysts' forecasts earn superior returns because expectations about future growth in earnings are too extreme.     

The value relevance of cash flows, current accruals, and non-current accruals in the UK

Cash flow statements have a longstanding history as mandated financial statement disclosures, having replaced funds flow statements. The usefulness of such disclosures with respect to one of the main purposes of financial statements—providing information relevant to the assessment of future cash flows and their uncertainty, and the market value of firms—is still subject to debate. This study investigates whether various partitions of earnings involving combinations of a cash flow measure of performance and measures of current accruals and non-current accruals improve the ability to explain market values in the UK relative to using earnings alone. Using a valuation model-based methodology, and employing a UK sample of non-financial firms for the years 1993 to 2007, our results suggest strong support for the assertion that cash flows can have incremental value relevance relative to either earnings or funds flows. By implication, cash flows can have separate value relevance from total and, in particular, current accruals. There is slightly less consistent evidence that current and non-current accruals can have separate value relevance but, nonetheless, the results are still strongly in favour in this respect. Generally, the main source of increase in explanatory power for market values is the separate inclusion of our cash flow measure in the estimated regressions. As a consequence, we conclude that the statement of cash flows in the UK provides information useful to UK investors in valuing firms. Further, requiring a cash flow statement, as opposed to a funds flow statement, improves the information content of financial statements in the UK.     

Accounting for Risk and Return in Equity Valuation

Standard valuation models forecast cash flows or earnings, add a growth rate, and discount the cash flows to their present value with a discount rate that typically reflects the cost of capital. But as the author argues, projecting the long‐term growth rate is essentially speculative; and along with uncertainty about the growth rate, analysts generally do not have a good grasp of the discount rate either. Thus, instead of reducing uncertainty, these two features effectively compound uncertainty in valuations in the sense that slight changes in the growth rate or discount rate can change the valuation considerably. In this article, the author proposes an alternative approach that views the investor's problem as one of challenging the speculations that are built into the current market price, particularly the speculation about growth. Rather than building in a speculative growth rate (and thereby treating it as if it were a certainty), the author's approach turns the problem on its head by using an accounting analysis of the firm's current earnings and cash flows that provides a basis for recognizing the speculative component of the current stock price. More specifically, the author's analysis identifies the future earnings growth path that is implied by the market price, which can then be evaluated with the question: Do I want to pay for this growth? Because growth expectations are risky, additional analysis can be used to provide an understanding of the risk and return to buying growth, and of the upside and downside if risk growth expectations are not realized. By taking such an approach, investors incorporate their understanding of risk not by increasing the discount rate, but by recognizing that the primary risk in investing is the risk of overpaying for growth.     

Terminal Value,Accounting Numbers,and Inflation

In a 2008 article published in this journal, Michael Bradley and Gregg Jarrell argue that the well‐known Gordon‐Shapiro (henceforth “GS”) model for calculating terminal values does not properly account for the effects of inflation. Bradley and Jarrell suggest modifying the growth factor in the standard GS model by adding an additional term to the nominal growth rate that reflects the positive effect of inflation on the value of existing assets. In this article, the authors support the original Gordon‐Shapiro method for calculating terminal values by showing what they believe to be an oversight of the Bradley‐Jarrell critique. According to the authors, the disagreement stems from the use of fundamentally different assumptions about the effect of inflation on the capital investment required to sustain a business. Although Bradley‐Jarrell agree with the authors that intrinsic value is the discounted value of future free cash flows, their assumptions about capital investment effectively lead them to conclusions similar to those practitioners who attempt to value companies on the basis of discounted future accounting earnings. Despite much common practice, the GS model was meant to be applied to free cash flows, not accounting earnings. And for companies with substantial capital investment, the differences between accounting earnings that involve accruals and free cash flows can be very large.     

The Relationship between Earnings,Funds Flows and Cash Flows: Evidence for the UK

Recent UK information content studies have provided evidence of a significant relationship between earnings and share prices, as in the US, but have also identified an apparent lack of information content for operating cash flow, which is in marked contrast to findings from US research. This paper provides direct evidence on the relationship between earnings, funds flows and cash flows in the UK during the period 1965–84, using tests of association and predictive tests based on a research methodology applied by Bowen, Burgstahler and Daley (1986) to US data. The results provide UK evidence on the contemporaneous and predictive relationships between measures of earnings, funds flows and cash flows which are generally consistent with the US findings of Bowen et al. and which do not support the view that earnings in the UK are superior to cash flows as predictors of future cash flows.     

Do earnings reported under IFRS tell us more about future earnings and cash flows?

We contribute to the debate about the relative benefits and costs of International Financial Reporting Standards (IFRS) adoption by examining whether earnings persistence and the association between current accounting earnings and future cash flows differ for firms reporting under IFRS versus firms reporting under United States Generally Accepted Accounting Principles (U.S. GAAP) and firms reporting under non-U.S. domestic accounting standards (DAS). Using samples comprised of 58,832 firm-year observations drawn from 33 countries from 2002 through 2008, we find that positive earnings reported under IFRS are no more or less persistent than earnings reported under U.S. GAAP but losses reported under IFRS are less persistent than losses reported under U.S. GAAP. Moreover, we find that earnings reported under IFRS are no more or less persistent and are no more or less associated with future cash flows than earnings reported under non-U.S. DAS. However, we find that earnings reported under U.S. GAAP are more closely associated with future cash flows than earnings reported under IFRS. This is important if a key role of reported earnings is to help investors form expectations about future cash flows. These results should be of interest to academics and standard-setters as they debate the merits of transitioning to IFRS, and to parties who use reported earnings to form expectations about future earnings and cash flows.     

Dynamic Effects of Information Disclosure on Investment Efficiency

This paper studies how information disclosure affects investment efficiency and investor welfare in a dynamic setting in which a firm makes sequential investments to adjust its capital stock over time. We show that the effects of accounting disclosures on investment efficiency and investor welfare crucially depend on whether such disclosures convey information about the firm's future capital stock (i.e., balance sheet) or about its future operating cash flows (i.e., earnings). Specifically, investment efficiency and investor welfare unambiguously increase in the precision of disclosures that convey information about the future capital stock, since such disclosures mitigate the current owners' incentives to underinvest. In contrast, when accounting reports provide information about future cash flows, the firm can have incentives to either under‐ or overinvest depending on the precision of accounting reports and the expected growth in demand. For such disclosures, investment efficiency and investor welfare are maximized by an intermediate level of precision. The two types of accounting disclosures act as substitutes in that the precision of capital stock disclosures that maximizes investment efficiency (and investor welfare) decreases as cash flow disclosures become more informative and vice versa.