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Internal Audit Quality and Financial Reporting Quality: The Joint Importance of Independence and Competence

Journal of Accounting Research 2016 54(1), 3-40
In light of the growing importance of internal audit functions (IAF) and the limited archival evidence on internal audit quality, we examine an interactive model of IAF quality (comprised of competence and independence) to better understand the determinants of IAF effectiveness as a financial reporting monitor. Our tests support the hypothesis that the joint presence of competence and independence is a necessary antecedent to effective IAF financial reporting monitoring. In sum, our results show that, the answer to “what is the effect of internal audit competence (independence) on financial reporting quality?” is “it depends on the independence (competence) of the internal auditor.” Our study extends the understanding of IAF quality determinants in the realm of financial reporting as it relates to ongoing discussions by researchers, standard setters, regulators, and practitioners.

Real Earnings Management in Sales

Journal of Accounting Research 2016 54(5), 1233-1266
We surveyed 1,638 sales executives across 40 countries regarding their companies’ likelihood of asking sales to perform real earnings management (REM) actions when earnings pressure exists. Using this information, which we refer to as companies’ REM propensities, we study how company characteristics and environmental conditions relate to the responses received. The use of cash-flow incentives for sales personnel and the distribution of interfunctional power in favor of finance rather than sales are both associated with companies’ REM propensities. In addition, we show that sales executives preemptively change their behaviors in anticipation of top management's REM requests. Sales executives working for public companies and companies in the United States reported higher levels of REM propensity. The data also support an association between REM propensity and finance–sales conflict. These findings and others are compared and contrasted with existing empirical and survey-based research on REM throughout the paper.

Performance Measures in Earnings‐Based Financial Covenants in Debt Contracts

Journal of Accounting Research 2016 54(4), 1149-1186
This paper examines how performance measures are defined in major earnings‐based financial covenants in loan contracts to shed light on the economic rationales underlying the contractual use of performance measures. I find an earnings‐based covenant is typically based on a performance measure close to earnings before interest, tax, amortization, and depreciation expenses (EBITDA). However, my empirical analyses show that EBITDA is less useful in explaining credit risk than earnings before interest and tax expenses (EBIT) and even the bottom‐line net income. Thus, measuring credit risk cannot fully explain the choice of accounting performance measures in earnings‐based covenants. I conjecture that contracting parties choose an EBITDA‐related measure, instead of a measure calculated after depreciation and amortization expenses (e.g., EBIT), to make the performance measure less sensitive to investment activities, which can be controlled through other contractual terms, such as a restriction on capital expenditure, and provide empirical evidence consistent with this conjecture.

The Changing Landscape of Accrual Accounting

Journal of Accounting Research 2016 54(1), 41-78
A fundamental property of accrual accounting is to smooth temporary timing fluctuations in operating cash flows, indicating an inherent negative correlation between accruals and cash flows. We show that the overall correlation between accruals and cash flows has dramatically declined in magnitude over the past half century and has largely disappeared in more recent years. The adjusted R 2 from regressing (changes in) accruals on (changes in) cash flows drops from about 70% (90%) in the 1960s to near zero (under 20%) in more recent years. In exploring potential reasons for the observed attenuation, we find that increases in non‐timing‐related accrual recognition, as proxied by one‐time and nonoperating items and the frequency of loss firm‐years, explain the majority of the overall decline. On the other hand, temporal changes in the matching between revenues and expenses, and the growth of intangible‐intensive industries play only a limited role in explaining the observed attenuation. Finally, the relative decline of the timing role of accruals does not appear to be associated with an increase in the asymmetrically timely loss recognition role.

The Role of Visual Attention in the Managerial Judgment of Balanced‐Scorecard Performance Evaluation: Insights from Using an Eye‐Tracking Device

Journal of Accounting Research 2016 54(1), 113-146
This paper investigates the role of visual attention in managerial judgments during balanced‐scorecard performance evaluations. Using the Locarna eye tracker to establish the amount of time managers spent focused on visual cues, we found that managers who look more at strategically linked performance measures are more likely to make decisions consistent with the achievement of their subordinates’ strategic objectives. When aware of strategy, managers focused more on strategically linked performance measures than on nonlinked measures. The presentation format of the strategy information did not significantly affect this focus. Our findings indicate that awareness of strategically linked performance measures, but not their presentation, appears to be important in helping managers to make better decisions. This study contributes to the management accounting literature by generating useful insights into the impact of visual attention on judgments and decision‐making processes.

Accounting Information in Financial Contracting: The Incomplete Contract Theory Perspective

Journal of Accounting Research 2016 54(2), 397-435
This paper reviews theoretical and empirical work on financial contracting that is relevant to accounting researchers. Its primary objective is to discuss how the use of accounting information in contracts enhances contracting efficiency and to suggest avenues for future research. We argue that incomplete contract theory broadens our understanding of both the role accounting information plays in contracting and the mechanisms through which efficiency gains are achieved. By discussing its rich theoretical implications, we expect incomplete contract theory to prove useful in motivating future research and in offering directions to advance our knowledge of how accounting information affects contract efficiency.

Does Fair Value Accounting Exacerbate the Procyclicality of Bank Lending?

Journal of Accounting Research 2016 54(1), 235-274
This study investigates whether fair value accounting contributes to the procyclicality of bank lending. Using banks’ approval/denial decisions on residential mortgage applications to capture banks’ supply of credit, I find no evidence that fair value accounting has procyclical effects on bank lending over the past two business cycles. I further identify two reasons for this result. First, the main accounting item distinguishing fair value accounting from historical cost accounting—unrealized gains and losses on available‐for‐sale securities—does not affect lending decisions. Second, unrealized gains and losses on available‐for‐sale securities are not procyclical, as the risk‐free interest rate rises during some expansionary periods, resulting in unrealized losses, while the risk‐free interest rate (and sometimes the default spread) falls during some recessionary periods, resulting in unrealized gains.

The Value of Crowdsourced Earnings Forecasts

Journal of Accounting Research 2016 54(4), 1077-1110
Crowdsourcing—when a task normally performed by employees is outsourced to a large network of people via an open call—is making inroads into the investment research industry. We shed light on this new phenomenon by examining the value of crowdsourced earnings forecasts. Our sample includes 51,012 forecasts provided by Estimize, an open platform that solicits and reports forecasts from over 3,000 contributors. We find that Estimize forecasts are incrementally useful in forecasting earnings and measuring the market's expectations of earnings. Our results are stronger when the number of Estimize contributors is larger, consistent with the benefits of crowdsourcing increasing with the size of the crowd. Finally, Estimize consensus revisions generate significant two‐day size‐adjusted returns. The combined evidence suggests that crowdsourced forecasts are a useful supplementary source of information in capital markets.

Fair Value Accounting and Debt Contracting: Evidence from Adoption of SFAS 159

Journal of Accounting Research 2016 54(4), 1041-1076
We examine how fair value accounting affects debt contract design, specifically the use and definition of financial covenants in private loan contracts. Using SFAS 159 adoption as our setting, we find that a small but significant proportion of loans (14.5%) modify covenant definitions to exclude the effects of SFAS 159 fair values. Only a limited number of these modifications exclude assets elected at fair value (less than 7%), while all exclude liabilities elected at fair value. Notably, we document that covenant definition modification is unassociated with ex ante fair value elections. We find that covenant definition modification positively varies with common incentive problems attributed to fair value accounting and negatively varies with benefits attributed to fair value accounting. Our results suggest that fair value accounting is not uniformly detrimental for debt contracting and fair value adjustments are included when they are most likely to improve performance measurement.

Voluntary Disclosure with Informed Trading in the IPO Market

Journal of Accounting Research 2016 54(5), 1365-1394
We examine voluntary disclosure and capital investment by an informed manager in an initial public offering (IPO) in the presence of informed and uninformed investors. We find that in equilibrium, disclosure is more forthcoming—and investment efficiency is lower—when a greater fraction of the investment community is already informed. Moreover, managers disclose more information when the likelihood of an information event is higher, more equity is issued, or the cost of information acquisition is lower. Investment efficiency and the expected level of underpricing are non-monotonic in the likelihood that the manager is privately informed.