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Non-GAAP Earnings and Definite-Lived Intangible Asset Allocations in Mergers and Acquisitions

The Accounting Review 2024 99(1), 31-56
We test whether firms that exclude the effects of amortization from non-GAAP earnings allocate more of an acquisition’s purchase price to definite-lived intangible assets (DLIA). This strategy can yield two potential benefits: it can (1) increase non-GAAP earnings by shifting depreciation of tangible assets, which is often included in non-GAAP earnings, to amortization of DLIA, which non-GAAP earnings exclude, and (2) decrease the likelihood of future impairments by shifting allocations from goodwill to DLIA. Consistent with expectations, we find that non-GAAP-reporting firms that exclude amortization from non-GAAP earnings allocate more of the purchase price to DLIA. We also find that these firms allocate less of the purchase price to depreciable assets and goodwill. Finally, we document earnings surprise and valuation benefits related to these allocation choices. Overall, our results provide new evidence about non-GAAP reporting and purchase price allocations and suggest that non-GAAP reporting can influence management’s GAAP accounting choices. Data Availability: All data are publicly available from sources described in the paper.

Stock Price Reactions to the Information and Bias in Analyst-Expected Returns

The Accounting Review 2024 99(4), 281-313 open access
I use a novel decomposition to estimate information and bias components from the returns implied by analyst price targets and provide evidence that prices simultaneously under-react to information and over-react to bias. Price reactions to information are permanent, and prices drift in the direction of their initial reaction for up to 12 months. Price reactions to bias are transitory, and prices reverse their initial reaction after about three months. Price reactions are relatively efficient. Approximately 85 percent of the total price reaction to information occurs during price target announcement months. Market participants are able to mostly (but not fully) debias analyst-expected returns before incorporating them into prices, with the announcement-month reaction to bias being relatively weak at about 15 percent of its reaction to information. A trading strategy analysis implies that mispricing induced by bias is only about one-third of that implied by prior research.

How Do Online Conflict Disclosures Support Enforcement? Evidence from Personal Financial Disclosures and Public Corruption

The Accounting Review 2024 99(4), 455-487 open access
Public corruption is a concern for democracies around the world. In the U.S., states have responded to this issue by publishing personal financial disclosures (PFDs) for public officials online. PFDs are a conflict-of-interest disclosure designed to relieve agency conflicts between private citizens and government officials by documenting overlaps between officials’ financial interests and public responsibilities. This paper explores whether and how online PFD supports anticorruption enforcement. I present a stylized model illustrating how online PFD leads investigators to increase case referral volume and quality. Empirically, I find that online PFD for local officials is associated with increased referral rates and greater likelihoods of prosecution conditional on referral. I conduct 126 field interviews of federal prosecutors, journalists, and ethics commissions to understand the mechanisms behind these results. I conclude that online PFD supports the enforcement of local corruption by reducing disclosure acquisition costs for enforcement agents.

The Effect of Mandatory Disclosure Dissemination on Information Asymmetry among Investors: Evidence from the Implementation of the EDGAR System

The Accounting Review 2024 99(1), 235-257
I study the effect of the implementation of the SEC’s EDGAR system on information asymmetry among investors. The SEC adopted EDGAR to decrease acquisition costs of mandatory filings. However, disclosure theory suggests that, even when acquisition costs are low, integration costs (i.e., costs necessary to filter and interpret information signals) may be so high that less sophisticated investors are disadvantaged, relative to their sophisticated peers. Consistent with this theory, I find evidence that EDGAR increased information asymmetries among investors. This result is more pronounced for firms with higher integration costs—i.e., those with more complex filings and filings that have higher information content—as well as for firms with lower analyst coverage. Overall, my results suggest that, although EDGAR lowered acquisition costs for all investors, it also benefited some investors at the expense of others. Data Availability: Data are available from the public sources cited in the text.

Subject Matter Complexity and Disclosure Channel Richness

The Accounting Review 2024 99(1), 393-425
Despite the increase in and diversity of disclosure channels available, our understanding of how managers incorporate channel features into their disclosure decisions remains incomplete. I provide evidence that managers choose relatively rich channels that offer multiple cues, opportunities for interaction, and linguistic diversity (i.e., the earnings call, as compared to the press release) to communicate complex information. The positive relation between disclosure channel richness and subject matter complexity persists in both a document-level analysis and a small sample test examining disclosure channel choice from all possible disclosure channels. I provide some evidence that deviating from the complexity/richness matching strategy is associated with a muted market response to firms’ quarterly disclosures. The results are consistent with managers choosing disclosure channels to reduce investors’ information processing costs. Data Availability: Data are available from the public sources cited in the text.

Corporate Political Activism and Information Transfers

The Accounting Review 2024 99(3), 87-113
Prior research suggests that (1) politically active firms have an information advantage over firms that do not engage in the political process but also that (2) politically active firms are more likely to disclose policy-related information. We examine whether there are externalities associated with the processing of political information by politically active firms. We study this question in the setting of intraindustry information transfers around earnings announcements. Measuring firms’ political activism using campaign contributions, we find stronger intraindustry information transfers from politically active firms to their industry peers. These information transfers are stronger when there is more discussion during conference calls of political topics that have industry- or market-wide implications. Similarly, these information transfers are also stronger when there is greater political uncertainty. Our paper highlights an important information externality related to politically active firms’ disclosures and improves our understanding of how politically active firms affect their industries’ information environment. Data Availability: The data used in this study are publicly available from the sources cited in the text.

Loan-Level Disclosure and the Convenience Yield of Asset-Backed Securities

The Accounting Review 2024 99(5), 451-479 open access
We examine the impact of transparency on the convenience yield of AAA-rated asset-backed security (ABS) tranches. AAA tranches of ABS are commonly held by investors to manage financial liquidity and therefore enjoy a price premium beyond what is determined solely by the expected monetary payoff (i.e., convenience yield). The Securities and Exchange Commission (SEC) requires ABS issuers to provide monthly disclosures about the performance of the underlying individual loans for ABS issued after November 23, 2016 to improve transparency. We document that AAA tranches of ABS experience a significant increase in price volatility after the loan-level disclosure mandate. As a result, the use of these tranches as collateral for short-term funding and their convenience yield decrease significantly after the increased disclosure. Our collective evidence highlights an important unintended consequence of increased transparency in the ABS market; it diminishes the pledgeability of long-term safe assets. Data Availability: Data are available from the public sources cited in the text.

Non-GAAP Reporting and Investment

The Accounting Review 2024 99(2), 341-367
The wide-spread reporting of non-GAAP earnings suggests efficiency gains from doing so. By estimating a dynamic investment model, we examine the real implications of investors using both GAAP and non-GAAP earnings to value firms. When investors use the firm’s GAAP earnings only, the firm’s manager—who cares about current stock prices—underinvests, and his investment is sensitive to transitory earnings. Non-GAAP earnings can improve investment efficiency by adjusting for these transitory earnings, but can also hide inefficient investment by introducing opportunistic bias. Although non-GAAP earnings induce overinvestment, they dominate GAAP-only reporting. Counterfactual analysis reveals supplementing GAAP earnings with biased non-GAAP earnings increases firm value by 3.4 percent relative to GAAP-only reporting. Precluding bias reduces overinvestment and further increases firm value by 1 percent. Data Availability: Data are available from the sources cited in the text.

Investor Reaction to SPACs’ Voluntary Disclosures

The Accounting Review 2024 99(1), 105-137 open access
SPACs are formed to combine with and provide a private firm public trading status and a capital infusion. Firms that enter the public market through a SPAC combination are believed to possess greater voluntary disclosure discretion than traditional IPOs as they obtain their public trading status through a merger. Consistent with regulators’ concerns, recent research finds that SPACs use this discretion opportunistically by issuing optimistic guidance. This study examines how investors respond to these disclosures. We find that optimistic projections increase retail purchasing, which is higher than that of institutional purchasing. Additionally, we find that investors partially see through the optimism and exit at the redemption date. Furthermore, we find that institutional investors increasingly divest their holdings for combinations with optimistic projections. Investors as a whole, however, fail to see through the optimism, as combinations with optimistic projections considerably underperform in the two years following the combination. Data Availability: All data are publicly available from the sources identified in the text.

The Decision-Usefulness of ASC 606 Revenue Disaggregation

The Accounting Review 2024 99(3), 225-258
The disclosure requirements of ASC 606 significantly expanded the volume and granularity of revenue information. However, because of the significant judgment associated with the standard, it is unclear whether the new disclosures increased the decision-usefulness of financial reports. To shed light on this question, we investigate the revenue disaggregation requirements of ASC 606. These requirements had significant disclosure consequences, illustrated by an over two-fold increase in the median number of revenue items in disaggregating firms’ reports. Consistent with enhanced decision-usefulness, we find higher (lower) analyst sales forecast accuracy (dispersion) for disaggregating firms. These benefits are primarily present when disaggregation is accompanied by detailed qualitative disclosures, when disaggregated revenues are comparable, and when the granularity of segment information is low. Our study contributes to research evaluating ASC 606 and offers valuable insights to standard-setters currently considering broader disaggregation of income statement items (Financial Accounting Standards Board (FASB) 2022). Data Availability: Data are available from the sources identified in the paper.