Effects of Increasing Enforcement on Financial Reporting Quality and Audit Quality

A widely held assumption in policy making and empirical research is that increasing the strength of public enforcement improves financial reporting quality and audit quality. This paper provides a more nuanced view. In a model with a manager who can manage earnings, a strategic auditor, and an enforcement institution, we show that enforcement and auditing are complements in a weak enforcement regime but can be substitutes in a strong regime. Although stronger enforcement always mitigates earnings management, the effects of different instruments of strengthening enforcement are ambiguous. We show that they can improve or impair financial reporting quality and audit quality, depending on production risk, accounting system characteristics, and the scope of auditing relative to enforcement.     

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

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.     

Trust and Financial Reporting Quality

Using unique survey data from Great Place to Work® Institute, we investigate the association of intraorganizational trust (i.e., employees’ trust in management) with three aspects of financial reporting: accruals quality, misstatements, and internal control quality. We find that trust is associated with better accrual quality, lower likelihood of financial statement misstatements, and lower likelihood of internal control material weakness disclosures. However, these effects are not uniform across all companies. Consistent with trust improving financial reporting quality through improved information production and information sharing, we find that trust is significantly associated with financial reporting quality in relatively decentralized firms, but not in firms that are relatively centralized. Our results are robust to several analyses that attempt to control for potential alternative explanations.     

Beyond Tax Avoidance: Offshore Firms’ Institutional Environment and Financial Reporting Quality*

We explore how firms’ operations in Offshore Financial Centers (OFCs) through subsidiaries or affiliates affect the quality of financial reporting. Using a unique and large sample of firms that have headquarters in the 15 countries with the strictest legal regimes and have subsidiaries or affiliates in OFCs, we find that such firms exhibit lower financial reporting quality than comparable firms without OFC operations. We also find that as OFC characteristics become more prevalent, firms are more likely to engage in both accrual‐based and real earnings management. More importantly, after disentangling OFC characteristics into the opportunity for tax avoidance, regulation arbitrage and secrecy policies, we find that beyond tax avoidance, regulation arbitrage and the secrecy policies of OFCs significantly affect financial reporting quality. The causal effect of OFC operations is supported by the analysis of financial reporting quality when firms set up OFC operations. Our findings are robust to various additional tests addressing potential endogeneity issues. We conclude that the assessment of a firm's institutional environment must encompass the registration status of its subsidiaries or affiliates as well as its own.     

Disentangling Managers’ and Analysts’ Non‐GAAP Reporting

Researchers frequently proxy for managers’ non‐GAAP disclosures using performance metrics available through analyst forecast data providers (FDPs), such as I/B/E/S. The extent to which FDP‐provided earnings are a valid proxy for managers’ non‐GAAP reporting, however, has been debated extensively. We explore this important question by creating the first large‐sample data set of managers’ non‐GAAP earnings disclosures, which we directly compare to I/B/E/S data. Although we find a substantial overlap between the two data sets, we also find that they differ in systematic ways because I/B/E/S (1) excludes managers’ lower quality non‐GAAP numbers and (2) sometimes provides higher quality non‐GAAP measures that managers do not explicitly disclose. Our results indicate that using I/B/E/S to identify managers’ non‐GAAP disclosures significantly underestimates the aggressiveness of their reporting choices. We encourage researchers interested in managers’ non‐GAAP reporting to use our newly available data set of manager‐disclosed non‐GAAP metrics because it more accurately captures managers’ reporting choices.     

The Changing Landscape of Accrual Accounting

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.     

Imperfect Accounting and Reporting Bias

Errors and bias are both inherent features of accounting. In theory, while errors discourage bias by lowering the value relevance of accounting, they can also facilitate bias by providing camouflage. Consistent with theory, we find a hump‐shaped relation between a firm's propensity to engage in intentional misstatement and the prevalence of unintentional misstatements in the firm's industry for the whole economy and a majority of the industries. The result is robust to using firms’ number of items in financial statements and exposure to complex accounting rules as alternative proxies for errors and to using the restatement amount in net income to quantify the magnitude of bias and errors. To directly test for the two effects of errors, we show that when errors are more prevalent, the market reacts less to firms’ earnings surprises and bias is more difficult to detect. Our results highlight the imperfectness of accounting, advance understanding of firms’ reporting incentives, and shed light on accounting standard setting.     

Audit Partners’ Role in Material Misstatement Resolution: Survey and Interview Evidence

Auditors are expected to identify and resolve material misstatements (MMs) in management's financial statements. However, beyond the audit opinion, the audit process is opaque. To address this, we independently survey 462 audit partners and interview 24 audit partners, CFOs, and audit committee members on how partners assess and address MM risk, resolve MMs, and the consequences of MMs. Partners identify MMs in approximately 9% (15%) of public (private) engagements and use qualitative factors to waive apparent MMs. Loan covenant and going-concern issues increase MM risk more than earnings benchmark issues. Partners point to a variety of both auditor and client factors as threats to audit effectiveness. Partners often rely on rapport with management and involve the national office and audit committee in resolving MMs. Partner incentives around restatements are context specific. Our results provide new insights into the auditor's role in financial reporting that are relevant to academics, practitioners, and regulators.     

Banks’ Financial Reporting and Financial System Stability

The use of accounting measures and disclosures in banks’ contracts and regulation suggests that the quality of banks’ financial reporting is central to the efficacy of market discipline and nonmarket mechanisms in limiting banks’ development of debt and risk overhangs in economic good times and in mitigating the adverse consequences of those overhangs for the stability of the financial system in downturns. This essay examines how research on banks’ financial reporting, informed by the financial economics literature on banking, can generate insights about how to enhance the stability of the financial system. We begin with a foundational discussion of how aspects of banks’ accounting and disclosures may affect stability. We then evaluate representative papers in the empirical literature on banks’ financial reporting and stability, pointing out the research design issues that empirical accounting researchers need to confront to develop well‐specified tests able to generate reliably interpretable findings. To this end, we provide examples of settings amenable to addressing these issues. We conclude with considerations for accounting standard setters and financial system policy makers.     

Direct Evidence on the Informational Properties of Earnings in Loan Contracts

Using a sample of firms that disclose the realizations of earnings used for determining covenant compliance in loan contracts, we provide direct evidence on the informational properties of earnings used in the performance covenants included in debt contracts. We find that the earnings measure used in performance covenants does not exhibit asymmetric loss timeliness and has significantly greater cash flow predictive ability than GAAP measures of earnings. We suggest that these results reflect the idea that contracting parties design accounting rules for performance covenants to enhance their efficacy as “tripwires.”     

The effect of sequential information releases on trading volume and price behaviour

This paper examines a two-period setting in which each trader receives a private signal, possibly different, in each period before he trades. The principal objectives are threefold. First, we describe the risky asset demands and price reactions in a noisy rational expectations equilibrium where the time 1 average private signal is not revealed by the price sequence but the time 2 average private signal is. Secondly, we analyse how informed trading volume is affected by the revealed information and supply shocks when pure noise trading volume is uncorrected with observable market variables. Our result indicates that no trade occurs for informed traders when net supply remains fixed across rounds of trade. And, when supply shocks are random, trading volume is induced by the informed and the noise traders, but noise trading is not predictable. Finally, we investigate these properties in the case when pure noise trading volume is correlated with observable market variables. It is shown that no informed trading takes place when there is no supply shock. However, when net supply contains random shocks, trading volume consists of noise and informed trading, both of which can be estimated.     

Bank Earnings Management and Tail Risk during the Financial Crisis

We show that a pattern of earnings management in bank financial statements has little bearing on downside risk during quiet periods, but seems to have a big impact during a financial crisis. Banks demonstrating more aggressive earnings management prior to 2007 exhibit substantially higher stock market risk once the financial crisis begins as measured by the incidence of large weekly stock price “crashes” as well as by the pattern of full‐year returns. Stock price crashes also predict future deterioration in operating performance. Bank regulators may therefore interpret them as early warning signs of impending problems.     

Incorrect Inferences When Using Residuals as Dependent Variables

We analyze a procedure common in empirical accounting and finance research where researchers use ordinary least squares to decompose a dependent variable into its predicted and residual components and use the residuals as the dependent variable in a second regression. This two‐step procedure is used to examine determinants of constructs such as discretionary accruals, real activities management, discretionary book‐tax differences, and abnormal investment. We show that the typical implementation of this procedure generates biased coefficients and standard errors that can lead to incorrect inferences, with both Type I and Type II errors. We further show that the magnitude of the bias in coefficients and standard errors is a function of the correlations between model regressors. We illustrate the potential magnitude of the bias in accounting research in four commonly used settings. Our results indicate significant bias in many of these settings. We offer three solutions to avoid the bias.     

Foreign Institutional Ownership and the Global Convergence of Financial Reporting Practices

This paper investigates whether foreign institutional investors affect the global convergence of financial reporting practices. Using several measures of reporting convergence, we show that U.S. institutional ownership is positively associated with subsequent changes in emerging market firms’ accounting comparability to their U.S. industry peers. We identify this association using an instrumental variable approach that exploits exogenous variation in U.S. institutional investment generated by the JGTRRA Act of 2003. Further, we provide evidence of a specific mechanism—the switch to a Big Four audit firm—through which U.S. institutional investors affect reporting convergence. Finally, we show that, for emerging market firms, an increase in comparability to U.S. firms is associated with an improvement in the properties of foreign analysts’ forecasts.     

Financial Statements as Monitoring Mechanisms: Evidence from Small Commercial Loans

Using a data set that records banks’ ongoing requests of information from small commercial borrowers, we examine when banks use financial statements to monitor borrowers after loan origination. We find that banks request financial statements for half the loans and this variation is related to borrower credit risk, relationship length, collateral, and the provision of business tax returns, but in complex ways. The relation between borrower risk and financial statement requests has an inverted U‐shape; and tax returns can be both substitutes and complements to financial statements, conditional on borrower characteristics and the degree of bank–borrower information asymmetry. Frequent financial reporting is used to monitor collateral, but only for non–real estate loans and only when the collateral is easily accessible to lenders. Collectively, our results provide novel evidence of a fundamental information demand for financial reporting in monitoring small commercial borrowers and a specific channel through which banks fulfill their role as delegated monitors.     

Corporate Loan Securitization and the Standardization of Financial Covenants

We examine whether syndicated loans securitized through collateralized loan obligations (CLOs) have more standardized financial covenants. We proxy for the standardization of covenants using the textual similarity of their contractual definitions. We find that securitized loans are associated with higher covenant standardization than nonsecuritized institutional loans. In addition, we show that CLOs with more diverse or frequently rebalanced portfolios are more likely to purchase loans with standardized covenants, potentially because standardization alleviates information processing costs related to loan monitoring and screening. We also document that covenant standardization is associated with greater loan and CLO note rating agreement between credit rating agencies, further supporting the relation between lower information costs and covenant standardization. Overall, our study provides evidence that loan securitization is related to the design of standardized financial covenants.     

Financial Reporting Quality and Wage Differentials: Evidence from Worker-Level Data

We examine whether financial reporting quality affects worker wages using employer-employee matched data in the United States. We find that low financial reporting quality is associated with a compensating wage differential—that is, a risk premium—using three distinct approaches while controlling for worker characteristics by (1) regressing wages on firm-year–level and firm-level reporting quality, (2) documenting wage changes when workers switch firms, and (3) estimating a structural approach that separates reporting quality from performance-related volatility. We find evidence consistent with two channels: performance pay and turnover risk, where workers bear risks from noise in performance measurement and unemployment, respectively. To mitigate endogeneity concerns, we show that—after the accounting scandals in 2002 and after the announcements of an internal control weakness (ICW)—former Arthur Andersen clients and ICW firms pay wage premiums to employees, with magnitudes between 0.9% and 2.8% of annual wages.     

Seasoned equity offerings: Quality of accounting information and expected flotation costs

Flotation costs represent a significant loss of capital to firms and are positively related to information asymmetry between managers and outside investors. We measure a firm's information asymmetry by its accounting information quality based on two extensions of the Dechow and Dichev [2002. The quality of accruals and earnings: the role of accrual estimation errors. Accounting Review 77, 35–59] earnings accruals model, which is a more direct approach to assessing the information available to outside investors than the more commonly used proxies. Our main hypothesis is that poor accounting information quality raises uncertainty about a firm's financial condition for outside investors, though not necessarily for insiders. This accounting effect lowers demand for a firm's new equity, thereby raising underwriting costs and risk. Using a large sample of seasoned equity offerings (SEOs), we show that poor accounting information quality is associated with higher flotation costs in terms of larger underwriting fees, larger negative SEO announcement effects, and a higher probability of SEO withdrawals. These results are robust to joint determination of offer size and flotation cost components and to adjustments for sample selection bias.