Knowledge that Transforms

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The Relationship Between Non‐GAAP Earnings and Aggressive Estimates in Reported GAAP Numbers

Journal of Accounting Research 2022 60(5), 1915-1945
ABSTRACT This study uses a controlled experiment to examine the trade‐off between managers’ use of non‐GAAP and GAAP earnings to satisfy market expectations and how this relationship can be moderated by both formal and informal regulatory attention to non‐GAAP earnings. Our key takeaway is that allowing financial reporting discretion in an alternative disclosure channel, that is, non‐GAAP earnings, can reduce firms’ opportunistic GAAP reporting. However, statements by regulators about increased attention to non‐GAAP earnings constrain this channel, and this can result in more aggressive GAAP earnings management and reduced GAAP earnings quality. We triangulate these findings with a survey and archival analyses and find results that are consistent with this primary message. Our study provides evidence relevant to standard setters and regulators that non‐GAAP measures may serve an important role even if they can be used opportunistically.

Limited Attention: Implications for Financial Reporting

Journal of Accounting Research 2022 60(5), 1991-2027
ABSTRACT I develop a theory to study the consequences of providing more detailed information to rationally inattentive investors. I first consider a simple data‐provision problem and show that adding more data or detail in financial statements can make it more difficult for investors to extract information. Consequently, investors who have limited information‐processing capacity may prefer less detailed information. I also show that when investors' decisions are complements, providing details in addition to a summary may reduce investors' welfare. More specifically, because of increased disclosure of details, a coordination failure could occur in investors' attention‐allocation decisions. By showing that adding more detail in financial statements can lead to an information overload problem for investors, this study yields valuable insights for accounting standard setters.

Observing Enforcement: Evidence from Banking

Journal of Accounting Research 2022 60(4), 1583-1633
ABSTRACT This paper finds that the disclosure of supervisory actions by bank regulators is associated with changes in their enforcement behavior. Using a novel sample of enforcement decisions and orders (EDOs) and a change in the disclosure regime, we find that regulators issue more EDOs, intervene sooner, and rely more on publicly observable signals following the regime change. EDO documents become longer, more complex, and contain more boilerplate language. Our results also indicate that intervention happens sooner and more frequently in counties with higher news circulation, which suggests that regulators take into account the public perception of their actions. We evaluate potentially confounding factors, including the savings and loan (S&L) crisis and competition from thrifts, and find robust results. We also study bank outcomes and document that uninsured deposits decline at EDO banks in the disclosure regime, especially for those covered in the news. Finally, we observe that bank failure accelerates despite improvements in capital ratios and asset quality. Overall, our research provides new insights on the disclosure of regulatory actions.

The Innovation and Reporting Consequences of Financial Regulation for Young Life‐Cycle Firms

Journal of Accounting Research 2022 60(1), 45-95
ABSTRACT Firm life‐cycle stage reflects a firm's current strategic direction toward exploration independent of age or size. We provide evidence that young life‐cycle firms are particularly vulnerable to negative innovation consequences from financial regulation but do not appear to experience any compensating financial reporting quality (FRQ) benefits. Using a generalized difference‐in‐differences design around Sarbanes Oxley Act of 2002 (SOX), we document a significant reduction in both research and development (R&D) spending and innovation outputs for young life‐cycle stage firms after regulation. Declines in innovation manifest both from the diversion of scarce resources and from the imposition of an organizational culture mismatched to the pursuit of explorative innovation, resulting in a less generalizable and less diversified patent portfolio. However, we find no evidence that improvements to FRQ materialize to offset these costs. Event study analyses suggest that this negative impact was expected by market participants, and postregulation returns confirm this expectation.

Managers’ Body Expansiveness, Investor Perceptions, and Firm Forecast Errors and Valuation

Journal of Accounting Research 2022 60(2), 517-563
ABSTRACT We examine the relation between a measure of managers’ physical display—body expansiveness—and favorable reporting practices (in firm forecasts and valuation information) and performance (survival and funding success). We videotape 154 entrepreneurs pitching their business ideas, and use computer vision software to obtain information about speakers’ movements. We show that physical expansiveness correlates with higher forecast errors and proposed firm valuations and lower survival rates yet higher likelihood of funding success. We argue that investors may incorrectly interpret nonverbal communication in their assessments of entrepreneurs and propose a behavioral explanation. We further corroborate the proposed mechanism by studying investor perceptions of entrepreneurs’ personal characteristics. Overall, we shed light on an overlooked source of information—nonverbal behavior—and relate it to firm forecasting, valuation, survival, and financing success, which are important factors in the assessment of investment opportunities, deal structure, and monitoring.

Intangible Investments, Scaling, and the Trend in the Accrual–Cash Flow Association

Journal of Accounting Research 2022 60(4), 1551-1582
ABSTRACT We provide evidence that the documented weakening of the accrual–cash flow association results not from a loss of accrual accounting usefulness per se, but from the deviation from accrual accounting as it relates to intangible investments. More specifically, the weakening of the negative association is driven by the combined effects of (1) increasing intangible investments, (2) the practice of expensing rather than capitalizing intangible investments, and (3) scaling accruals and cash flows by book value of assets, which are understated for intangible‐intensive firms. Treating intangible expenditures as capitalized investments and scaling accruals and cash flows by market value of equity, which reflects the value of intangible investments, (1) substantially strengthens the negative association between accruals and cash flows and (2) practically eliminates the apparent weakening trend in the association.

Occupational Licensing and Accountant Quality: Evidence from the 150‐Hour Rule

Journal of Accounting Research 2022 60(1), 3-43
ABSTRACT I examine the effects of occupational licensing on the quality of certified public accountants (CPAs). I exploit the staggered adoption of the 150‐hour rule, which increases the educational requirements for a CPA license. The analysis shows that the rule decreases the number of entrants into the profession, reducing both low‐ and high‐quality candidates. Labor market proxies for quality find no difference between 150‐hour rule CPAs and the rest. Moreover, rule CPAs exit public accounting at similar rates and have comparable writing quality to their nonrule counterparts. Overall, these findings are consistent with the theoretical argument that increases in licensing requirements restrict the supply of entrants and do little to improve quality in the labor market.

Do U.S. Investors Value Foreign Component Auditors?

Journal of Accounting Research 2022 60(3), 805-851
ABSTRACT We examine whether investors consider foreign component auditors when assessing the value of U.S. multinational corporations (MNCs) using two sets of Public Company Accounting Oversight Board (PCAOB) international regulatory events. We find investors react negatively when the PCAOB is denied access to inspect foreign component auditors in jurisdictions where a U.S. MNC has significant operations and positively when those countries later allow inspection. For foreign component auditors that are inspected, we find investors react positively when they receive clean inspection reports and negatively when they fail to remediate quality control deficiencies. Consistent with PCAOB international oversight providing additional assurance about foreign component auditor quality, our collective results indicate investors consider foreign component auditors when valuing U.S. MNCs.

Asset‐Level Transparency and the (E)valuation of Asset‐Backed Securities

Journal of Accounting Research 2022 60(3), 1131-1183 open access
ABSTRACT As of November 2016, SEC Regulation (“Reg”) AB II requires issuers of certain types of asset‐backed securities (“ABS”) to disclose the credit‐risk attributes of each asset in the underlying pool, a substantial expansion of prior disclosure requirements. We examine how ABS issuers’ asset‐level disclosures under Reg AB II affect the (e)valuation of ABS by investors and credit rating agencies. Using difference‐in‐differences models that compare affected and unaffected types of ABS, we find that these disclosures improve the ability of initial ABS yields and credit ratings to predict the performance of the underlying assets. These results are concentrated in deals with above‐median risk layering in the underlying assets and complexity in the tranching of credit risk. We further find that asset‐level disclosures are associated with lower yields. Lastly, we provide evidence that most prospective ABS investors download asset‐level information during the price formation period prior to ABS issuance.

How is Earnings News Transmitted to Stock Prices?

Journal of Accounting Research 2022 60(1), 261-297 open access
ABSTRACT We examine the speed and mechanism of the price discovery process following earnings announcements in the after‐hours market, a very illiquid trading environment. Prices reflect earnings surprises mostly through changes in quotes rather than through trades. Following positive announcement surprises, ask prices adjust quickly while bid prices are slower to adjust, and vice versa for negative surprises. Returns computed from trade prices underestimate the speed and magnitude of price reactions following announcements relative to returns computed from quotes. These findings emphasize the importance of using quotes and not trade prices when examining intraday price discovery. Because firm announcements such as earnings generally occur in the after‐hours market, using quotes is crucial as trading is sparse. We further illustrate the importance of quotes when examining the price discovery process around analyst recommendation revisions.