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Do women mind the non-GAAP? Board gender diversity and non-GAAP disclosure quality

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We express gratitude to Andres Lozano and Lily Polic for their extensive efforts in hand-collecting the data used in this study. We also thank the participants at the 2018 Financial Markets and Corporate Governance Conference, the 2018 European Accounting Conference, and to the seminar participants at the University of Mannheim, for their helpful comments. We have benefited from the constructive feedback provided by the two anonymous reviewers and the associate editor Beatriz García Osma. Special thanks go to Paul Mather and Ted Christensen for their feedback, and to Dirk Black who kindly guided us in the calculation of the consistency and comparability measures. Luisa Unda acknowledges financial support from an Early Career Research Grant from the Monash Business School at Monash University. Sue Wright acknowledges financial support from the UTS Business School at University of Technology Sydney.

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This paper examines whether industry efforts to decrease managerial discretion, increase uniformity, and improve transparency of a non-GAAP performance measure change voluntary disclosure and market perceptions. We find that the frequency of REITs meeting or beating analysts' expectations of funds from operations (FFO) decreases following explicit industry initiatives to discourage manipulation. Concurrent with this shift, we find that the information content of FFO to investors increased, particularly for firms reporting a reconciliation of FFO with GAAP earnings. We also examine firms in other industries to assess alternative explanations for these results, such as SEC intervention. Collectively, our findings suggest that industry guidance about non-GAAP performance curtailed managers' opportunistic reporting. Furthermore, the market response to FFO is consistent with investors perceiving less manipulation and greater reliability. Our evidence also supports the SEC's subsequent requirement that all non-GAAP disclosures be reconciled to the nearest GAAP measures.
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  This paper examines the joint effects of corporate governance and regulation by the Securities and Exchange Commission on the disclosure of manager-adjusted non-GAAP (or pro forma) earnings numbers in the United States. We provide evidence that prior to Regulation G investors were misled by disclosures of non-GAAP earnings, but only for disclosures made by firms with weaker corporate governance. After the SEC intervention there is no evidence that investors were still being misled. Furthermore, the effect of the intervention applied to both adjustments that are ex ante recurring as well as to adjustments that just meet or beat analysts’ forecasts.
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We show that female directors have a significant impact on board inputs and firm outcomes. In a sample of US firms, we find that female directors have better attendance records than male directors, male directors have fewer attendance problems the more gender-diverse the board is, and women are more likely to join monitoring committees. These results suggest that gender-diverse boards allocate more effort to monitoring. Accordingly, we find that chief executive officer turnover is more sensitive to stock performance and directors receive more equity-based compensation in firms with more gender-diverse boards. However, the average effect of gender diversity on firm performance is negative. This negative effect is driven by companies with fewer takeover defenses. Our results suggest that mandating gender quotas for directors can reduce firm value for well-governed firms.
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We show that stock prices of firms with gender-diverse boards reflect more firm-specific information after controlling for corporate governance, earnings quality, institutional ownership and acquisition activity. Further, we show that the relationship is stronger for firms with weak corporate governance suggesting that gender-diverse boards could act as a substitute mechanism for corporate governance that would be otherwise weak. The results are robust to alternative specifications of informativeness and gender diversity and to sensitivity tests controlling for time-invariant firm characteristics and alternative measures of stock price informativeness. We also find that gender diversity improves stock price informativeness through the mechanism of increased public disclosure in large firms and by encouraging private information collection in small firms.
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This study investigates whether market participants perceive pro forma earnings to be more informative and more persistent than GAAP operating income by analyzing a sample of 1,149 actual pro forma press releases. We find that pro forma announcers report frequent GAAP losses and are mostly concentrated in the service and high-tech industries. Our analyses of short-window abnormal returns and revisions in analysts’ one-quarter-ahead earnings forecasts indicate that pro forma earnings are more informative and more permanent than GAAP operating earnings. Our evidence suggests that market participants believe pro forma earnings are more representative of “core earnings” than GAAP operating income.
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Instrumental variable (IV) methods are commonly used in accounting research (e.g., earnings management, corporate governance, executive compensation, and disclosure research) when the regressor variables are endogenous. While IV estimation is the standard textbook solution to mitigating endogeneity problems, the appropriateness of IV methods in typical accounting research settings is not obvious. Drawing on recent advances in statistics and econometrics, we identify conditions under which IV methods are preferred to OLS estimates and propose a series of tests for research studies employing IV methods. We illustrate these ideas by examining the relation between corporate disclosure and the cost of capital.
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Regulation G requires all companies to quantitatively reconcile pro forma earnings with GAAP earnings. This paper provides three findings related to the impact of reconciliations on mispricing of pro forma earnings. First, prior to Reg G, we find that mispricing of pro forma earnings is limited to firms with low reconciliation quality. There is no evidence of mispricing for firms with high reconciliation quality. Second, we find no evidence of mispricing after Reg G. Third, there is a cross-Reg G reduction of mispricing for firms whose reconciliation quality improves, and there continues to be no mispricing for firms that have high reconciliation quality both before and after Reg G. Together, our results support the notion that better reconciliations reduce the extent of mispricing.