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An Exploratory Study of the Valuation Properties of Cross-Listed Firms' IAS and U.S. GAAP Earnings and Book Values

The Accounting Review 2002 77(1), 107-126
Despite the increasing integration of global capital markets, there is little evidence on the valuation properties of cross-listed, non-U.S. firms' accounting variables. We use the relative performance of the earnings capitalization, the book value, and the residual income valuation models to explore the valuation properties of International Accounting Standards and U.S. Generally Accepted Accounting Principles earnings and book values reported by non-U.S., cross-listed firms trading in a common equity market. Using non-U.S./non-U.K. firms whose shares trade on the International Stock Exchange Automated Quotation system in London, we find that the earnings capitalization model is the dominant accounting-based valuation model when crosslisted firms report under International Accounting Standards. In contrast, we find that when cross-listed firms report under U.S. Generally Accepted Accounting Principles, the residual income model is the dominant accountingbased valuation model. Our exploratory study provides insights into the valuation implications of allowing a dual reporting system for foreign registrants trading in a common equity market.

Costs of Equity and Earnings Attributes

The Accounting Review 2004 79(4), 967-1010
We examine the relation between the cost of equity capital and seven attributes of earnings: accrual quality, persistence, predictability, smoothness, value relevance, timeliness, and conservatism. We characterize the first four attributes as accounting-based because they are typically measured using accounting information only. We characterize the last three attributes as market-based because proxies for these constructs are typically based on relations between market data and accounting data. Based on theoretical models predicting a positive association between information quality and cost of equity, we test for and find that firms with the least favorable values of each attribute, considered individually, generally experience larger costs of equity than firms with the most favorable values. The largest cost of equity effects are observed for the accounting-based attributes, in particular, accrual quality. These findings are robust to controls for innate determinants of the earnings attributes (firm size, cash flow and sales volatility, incidence of loss, operating cycle, intangibles use/intensity, and capital intensity), as well as to alternative proxies for the cost of equity capital.

Payoffs to Aggressiveness

The Accounting Review 2023 98(7), 153-183
For a broad sample of firms, we use structural equations modeling to construct latent variables for real-action aggressiveness and reporting policy aggressiveness. We estimate the association between the latent variables and the associations of each latent variable with shareholder payoffs (returns) and CEO payoffs (annual compensation to the CEO position). Results show the two types of aggressiveness are positively correlated but have different associations with the payoffs we consider. Greater policy-choice aggressiveness is associated with higher returns and compensation; the opposite is true for greater real-action aggressiveness. We find a positive association between policy-choice aggressiveness and restatement likelihood. Compared with nonrestatement firms, abnormal returns of restatement firms with aggressive policy choices are larger in the pre-restatement period and lower in the post-restatement period. Negative returns at the restatement announcement do not, on average, eliminate long-run (multi-year) positive returns of the pre-restatement period or of the period whose results are restated.

Direct and Mediated Associations among Earnings Quality, Information Asymmetry, and the Cost of Equity

The Accounting Review 2012 87(2), 449-482 open access
Using path analysis, we investigate the direct and indirect links between three measures of earnings quality and the cost of equity. Our investigation is motivated by analytical models that specify both a direct link and an indirect link that is mediated by information asymmetry, but do not suggest which link would be more important empirically. We measure information asymmetry as both the adverse selection component of the bid-ask spread and the probability of informed trading (PIN). For a large sample of Value Line firms during 1993–2005, we find statistically reliable evidence of both a direct path from earnings quality to the cost of equity, and an indirect path that is mediated by information asymmetry, with the weight of the evidence favoring the direct path as the more important.

A Returns-Based Representation of Earnings Quality

The Accounting Review 2006
We examine the properties of a returns‐based representation of earnings quality, estimated from firm‐specific asset‐pricing regressions augmented by an earnings quality mimicking factor. The coefficient on the earnings quality factor (the “e‐loading”) captures the sensitivity of the firm's returns to earnings quality in a given year or quarter, analogous to beta as a measure of the sensitivity of returns to market movements. Relative to other proxies for earnings quality, e‐loadings can be calculated for larger samples of firms and can be estimated for shorter intervals at any point in time. Along all dimensions examined, we find that e‐loadings perform well in capturing notions of earnings quality.

A Returns-Based Representation of Earnings Quality

The Accounting Review 2006 81(4), 749-780
We examine the properties of a returns-based representation of earnings quality, estimated from firm-specific asset-pricing regressions augmented by an earnings quality mimicking factor. The coefficient on the earnings quality factor (the “e-loading”) captures the sensitivity of the firm's returns to earnings quality in a given year or quarter, analogous to beta as a measure of the sensitivity of returns to market movements. Relative to other proxies for earnings quality, e-loadings can be calculated for larger samples of firms and can be estimated for shorter intervals at any point in time. Along all dimensions examined, we find that e-loadings perform well in capturing notions of earnings quality.