Using real options theory to explain patterns in the valuation of research and development expenditures

Real options theory posits that the value of the firm is a combination of the value generated by the assets in place and the value of the option to invest in the future. It is based on the idea that many decisions are difficult to reverse, and valuing the outcome of these decisions is more complicated than estimating the present value of future cash flows. R&D activities often generate real options due to the nature of these activities, and examining the valuation of R&D expenditures through the lens of real options theory can help explain differing results documented in both the R&D and value relevance of earnings and book value literatures. Numerous studies have documented that the stock market positively values R&D expenditures; however, recent work has raised questions about whether this positive relation occurs across firms reporting both profits and losses. Consistent with real options theory, I find that the negative coefficient on the R&D expenditures of profitable firms documented by prior studies only exists for low growth firms. In addition, for all R&D firms experiencing high sales growth, the market places a lower value on assets in place and a higher value on R&D expenditures.     

Cash holdings and the bargaining power of R&D-intensive targets

Prior literature suggests that R&D-intensive firms hold large amounts of cash due to financing constraints. This paper examines whether such firms could also use cash holdings as a strategic bargaining tool in M&A transactions. Using a large sample of takeover bids announced between 1980 and 2012, we demonstrate that cash holdings positively impact R&D-intensive targets’ takeover premiums and announcement-period abnormal returns. These effects disappear in non-R&D-intensive firms. Controlling for various endogeneity and financing concerns, we also find that R&D-intensive firms build up cash holdings in anticipation of becoming a takeover target. Further analysis indicates that in R&D-intensive firms, such cash holdings are valued highly by the market. Taken together, our findings shed new light on the strategic bargaining role of corporate cash holdings in the outcomes of acquisitions targeting R&D-intensive firms.     

International Financial Reporting Standards and the value relevance of R&D expenditures: Pre and post IFRS analysis

This study examines the value relevance of research and development (R&D) expenditures in the pre and post International Financial Reporting Standards (IFRS) periods in the UK. It also examines firm size and sector-based differences in the value relevance of R&D during the sample period between 2001 and 2011. The results indicate that capitalized R&D has value relevance during the 11 years sample period. However, the value relevance of capitalized R&D does not appear to have improved in the post-IFRS period. Large firms present higher value relevance of capitalized R&D than small firms which suggest that firm size has significantly different valuation effects on the value relevance of R&D expenditures. Sectors, however, do not appear to present valuation differences across manufacturing and nonmanufacturing firms. The overall findings of this study report no difference in the value relevance of expensed R&D in the pre and post-IFRS periods; however, the value relevance of capitalized R&D appears to decrease from pre to post-IFRS period. We thus argue that these findings have implications for the regulators and accounting professionals.     

Mispricing of Research and Development Investments in a Rapidly Emerging and Electronics-Dominated Market

This paper documents prevailing mispricing of research and development (R&D) investments in the Taiwan stock market, a rapidly emerging and electronics-dominated market. Applying stock return data from July 1988 to June 2005, we observe that R&D-intensive stocks tend to outperform stocks with little or no R&D. The R&D-intensity effect cannot be attributed fully to firm size and seasonal effects. The R&D-associated anomaly not only exists but also persists for up to three years. The market apparently undervalues R&D-intensive firms and overvalues non-R&D-intensive firms. Finally, the R&D anomaly is clearer for firms in the electronics industry after 1996.     

The value relevance of R&D across profit and loss firms

We examine whether the valuation relevance of R&D documented for loss firms extends to profit firms. We use the residual-income valuation model and show that the valuation multiplier on R&D expenditures is likely to be negative (positive) for profit (loss) firms. This occurs because the linear information dynamics assumption of the residual-income model is more appropriate for profit firms than loss firms. Earnings of profit firms are likely to contain information on the future benefits of R&D activity, however, earnings of loss firms do not contain such information. The empirical evidence confirms our predictions for profit and loss firms. An important implication of our findings is that understanding the role of the R&D expense line item in valuation across firms and within firms, across time depends on whether the linear information dynamics assumption of the residual-income model is applicable for the sample of firms under investigation.     

The relationship between R&D intensity,conservatism, and management earnings forecast issuance

R&D-intensive firms suffer from high information asymmetry and high proprietary costs and are prone to exhibit bottom-line losses given the unconditional conservative accounting treatment of R&D expenses. We examine how R&D intensity influences the issuance of management earnings forecasts (MEFs) across levels of accounting conservatism, controlling for proprietary costs and other earnings guidance determinants. We provide insights into how managers view the tradeoffs of using MEF disclosures to lower information asymmetry versus the costs of releasing proprietary information to competitors and the loss of reputational capital that could arise from providing inaccurate forecasts. We find that although R&D intensity and conditional conservatism are negatively related to the issuance of MEFs, as shown in prior research, at high levels of research intensity and the accompanying uncertainty about future payoffs, the negative association between conditional conservatism and MEF issuance is mitigated. These findings point to a role for conditional conservatism as a credibility enhancer for managers of R&D intense firms.     

Mispricing and risk of R&D investment in European firms

We study whether R&D-intensive firms earn superior stock returns compared to matched size and book-to-market portfolios across several financial markets in Europe. Mispricing can arise if investors are not able to correctly estimate the long-term benefits of R&D investment or whether R&D firms are more risky than others. The results confirm that more innovative firms can earn future excess returns. Stocks listed on continental Europe markets and operating in high-tech sectors are more prone to undervaluation. This can be caused in the first case by information asymmetries that are more severe in bank-based countries. No evidence is found for a different risk pattern of R&D-intensive stocks.     

Searching for value relevance of book value and earnings: a case of premium versus discount firms

We examine the premium/discount firm characteristic that fundamentally affects the value relevance of two key accounting line items, earnings and book values. We argue that from the perspective of both the residual income and option-style valuation models, the relative valuation roles of earnings and book values differ fundamentally between firms that trade at a premium vis-à-vis discount to book value. We find that book values play a significantly more important role in equity valuation than earnings when firms trade at a discount. We also find that other known influential conditions, such as the sign of earnings (Collins et al. in Acc Rev 74(1):29–61, 1999) or the relative levels of earnings and book value (Burgstahler and Dichev in Acc Rev 72(2):187–215, 1997), become inconsequential when the premium/discount condition of the firm is controlled for. The discovered relationships between the relative valuation roles of book values and earnings and the discount/premium characteristics of the firm are robust to the effect of time, information environment and the industry of the firm.     

Modeling dividends,earnings, and book value equity: An empirical investigation of the ohlson valuation dynamics

This study empirically investigates the information dynamics of the Ohlson valuation framework. Single-period lagged linear autoregressive relationships among dividends, earnings, and book values of equity are estimated for a sample of stochastically stationary firms and are found not to support the valuation framework. This study further extends the empirical analysis to a multilagged vector autoregressive linear information system. Consistent with the Ohlson valuation framework,the past time series of all three variables are generally found to be relevant for firm valuation. This study brings into question empirical research utilizing the Ohlson framework that presupposes a single-period lagged information dynamic.     

Value relevance of earnings,book value and dividends in an emerging capital market: Kuwait evidence

This study examines the value relevance of book value, earnings and dividends for a sample of all non-financial firms listed on the Kuwait Stock Exchange (KSE) over the period 2003–2009. After controlling for the impact of the global financial crisis, empirical results provide evidence on the value relevance of book value and earnings in the KSE. The results indicate that dividends are not a value-relevant in the presence of earnings in the valuation model. However, when dividends are used as a substitute for earnings they become value-relevant. The explanatory power of the model including both book value and earnings is almost indistinguishable from that of book value and dividends. Furthermore, splitting earnings into dividends declared (or paid) and earnings retained results in each of the two variables becoming value-relevant. The average dividend pay-out ratio tends to increase over time, indicating that dividend policies do matter in the KSE and that dividends in Kuwait are used to boost investors' confidence and support share price, noticeably during the global financial crisis period.     

The Role of Earnings and Book Values in Pricing Stocks: Evidence from Turkey

In this study, we examine factors associated with equity valuation in a newly emerging market, Turkey. In the United States and other developed countries, research indicates that both earnings and book value are important predictors of equity valuation. In Turkey, earnings appears to have information content but earnings, by itself, appears to be declining in importance over time. Book value adjusted for inflation has a stronger association with equity values. In the inflationary and risky environment of Turkey, where future value of earnings is quite uncertain, investors may be paying less attention to earnings and more attention to book values. With respect to the role of book value there are competing explanations. While some researchers conclude that it is only important because it is a control for scale differences, (Barth & Kallapur 1996) others conclude that it is relevant as a proxy for normal earnings (Ohlson, 1995). Still others conclude that it is only relevant in the valuation of loss making and generally unsuccessful firms (Berger, Ofek & Swary 1996; urgstahler & Dichev, 1997). The additional contribution of this study is to show that book value is also important as a value proxy for firms operating in environments where there is rampant inflation. Our study also indicates that, overall, earnings and inflation-adjusted book values combined virtually explain almost 75% of the variation in equity prices in Turkey.     

ON USING THE BLACK-SCHOLES MODEL TO VALUE WARRANTS

In this paper ad hoc procedures that employ the Black-Scholes model in the valuation of warrants are examined. Findings indicate that the Black-Scholes model unadjusted for either dividends or dilution undervalues out-of-the-money warrants with short expirations. An adjustment for dilution improves the valuation for longer-term warrants of firms that do not pay dividends. For dividend-paying firms, findings suggest that it is better to adjust for dividends than for dilution when warrants are in the money or have expirations exceeding four years.     

The size,concentration and evolution of corporate R&D spending in U.S. firms from 1976 to 2010: Evidence and implications

The use of research and development (R&D) spending as an empirical proxy for managerial discretion, information asymmetry and growth opportunities, is pervasive in empirical corporate finance research. Underlying this is the implicit assumption that firms choose levels of R&D to maximize value, given firm and industry characteristics. An alternative framework views the level of R&D spending as subject to idiosyncratic behavior as managers myopically manipulate R&D expenditures to meet short-term earnings goals. Using aggregate firm and industry level data, we find evidence consistent with the view that R&D is determined by firm and industry characteristics. Time invariant firm and industry fixed effects explain most of the cross-sectional variation in observed R&D spending, while time-varying factors like size, profitability, or market-to-book explain little of the cross-sectional variation. We find that R&D spending continues to grow faster than advertising and capital expenditures. We also find no evidence of managerial myopia as corporate aggregate R&D expenditures are growing faster than aggregate profitability and the number of firms that undertake R&D has increased over the period from 1976 to 2010.     

Is the diversification discount caused by the book value bias of debt?

We analyze whether the diversification discount is driven by the book value bias of corporate debt. Book values of debt may be a more downward biased proxy of the market value of debt for diversified firms, relative to undiversified firms, as diversification leads to lower firm risk. Thus, measures of firm value based on book values of debt undervalue diversified firms relative to focused firms. Our paper complements recent literature which uses market values to test the risk reduction hypothesis for a subsample of firms for which debt is traded. Alternatively, we employ market value of debt estimates for the whole firm universe. Consistent with the above hypothesis, we show that the use of book values of debt underestimates the value of diversified firms. There is no discount for mainly equity financed firms and lower distress risk and equity volatility for diversified firms. More concentrated ownership increases firm valuation.     

Boards: Does one size fit all?

This paper reexamines the relation between firm value and board structure. We find that complex firms, which have greater advising requirements than simple firms, have larger boards with more outside directors. The relation between Tobin's Q and board size is U-shaped, which, at face value, suggests that either very small or very large boards are optimal. This relation, however, arises from differences between complex and simple firms. Tobin's Q increases (decreases) in board size for complex (simple) firms, and this relation is driven by the number of outside directors. We find some evidence that R&D-intensive firms, for which the firm-specific knowledge of insiders is relatively important, have a higher fraction of insiders on the board and that, for these firms, Q increases with the fraction of insiders on the board. Our findings challenge the notion that restrictions on board size and management representation on the board necessarily enhance firm value.     

Board Connections and Dividend Policy

We examine the role of firm board connectedness in shaping a firm's dividend policy. We show that firms with well-connected boards not only have a higher likelihood of paying dividends in the pooled sample of both dividend payers and non-payers but also pay more dividends in the sample of dividend payers, compared with those with poorly connected boards. Further analysis reveals that the relation between board connectedness and dividend-paying behaviour tends to be economically stronger in firms pre-identified to have more severe agency conflicts, suggesting that well-connected boards tend to use dividends to mitigate agency problems in these firms. These findings are robust to different measures of board connectedness, different dividend payout measures, alternative estimation methods, and tests that account for endogeneity.     

Innovative intensity and its impact on the performance of firms in Brazil

This article evaluates whether firms that invest in research and development (R&D) have better future performance and if stock market fully value such intangible investment. The results of annual cross-sectional regressions indicate a strong association between the intensity of R&D and future performance, even after controlling for other variables that affect future performance. However, after controlling for firm characteristics and risk factors, the innovative intensity was not significant in predicting future returns. In general, the results suggest that the R&D intensity is not useful for firm valuation in Brazil.     

Personal Taxation in Firm Market Valuation: Theory and Test*

In this paper, I extend Ohlson's 1995 firm market valuation model to incorporate personal taxes: the taxes on dividends and the taxes on capital gains. Without personal taxes, firm market value can be expressed as the present value of future benefits received by the shareholders (dividends, in this case). With personal taxes, the benefits received by the shareholders should be classified into three categories (due to their different tax treatments): dividends, share repurchases, and new share issues (i.e., contributed capital). The extended model shows the effects of personal taxation on firm market valuation: retained earnings are valued less than contributed stocks, both dividends taxes and capital gains taxes affect retained earnings valuation and firm market value, and firms choose cash distribution methods (paying dividends and repurchasing shares) to increase their retained earnings valuation, therefore increasing their market value. An empirical test using a sample from the Disclosure Select Canada and Financial Post Card data bases for the years 1995‐98 supports these personal tax effects.     

Corporate valuation around the world: The effects of governance,growth, and openness

The purpose of this paper is to provide a comprehensive analysis of corporate valuation around the world. Specifically, we (i) document and compare corporate valuation around the world, and (ii) identify the key factors that drive cross-country differences in valuation. In doing so, we utilize the country-level Tobin’s q (CTQ), computed as the ratio of the aggregate market value to book value of all assets held by all public firms domiciled in a country, which amounts to the Tobin’s q for the ‘market portfolio’ of the country. The key findings of the paper are: First, CTQ varies greatly across countries, ranging from 0.73 for Venezuela to 2.11 for Finland, with the international mean of 1.30 during our sample period 1999–2004. Despite the steady integration of the world economy in recent years, corporate valuation remains starkly different across countries. Second, apart from the effect of corporate governance, cross-country differences in corporate valuation are significantly driven by the growth options of countries represented by the R&D intensities, capital expenditures, and GDP growth. In addition, the degree of capital market openness has a significant, independent effect on valuation. Third, our regression analyses show that CTQ varies directly with shareholder rights, enforcement of insider trading laws, GDP growth, R&D intensity, and the degree of capital market openness. The key findings remain robust to the inclusion of inflation and industry effects.     

What Explains the Valuation Difference between Intangible‐intensive Profit and Loss Firms?

Prior research suggests that loss firms are valued based on their abandonment/adaptation option values, while profit firms are valued as going concerns. However, conservative accounting treatment of expensing of R&D leads many R&D‐intensive firms to report losses even though they are not in financial distress. In this paper we investigate the difference in valuation of profit and loss firms that invest in intangibles, either through internal development (R&D) or purchases. The accounting treatment for internally developed intangibles is conservative in that US GAAP requires immediate expensing. Yet, it allows recognition of purchased intangibles. We find that in valuation of firms with high recognized‐intangible assets, book value has more prominence in loss firms than profit firms, while that is not the case for firms with high R&D expenditures. This suggests that their abandonment/adaptation option explains the difference in valuation between profit and loss firms with high recognized‐intangibles, while conservative accounting explains the valuation difference between profit and loss firms with high R&D intensity. This result suggests that recognition of intangibles in financial statements might mitigate the conservative bias in accounting numbers.