Bank earnings and regulatory capital management using available for sale securities

Based on a large sample of publicly listed and non-listed US commercial banks from 1996 to 2011, we find robust evidence consistent with banks using realized available for sale (AFS) securities gains and losses to smooth earnings and increase low regulatory capital. We also find that (i) banks with positive earnings smooth earnings, and banks with negative earnings generally take big baths; (ii) regulatory capital constrains big baths; (iii) banks with more negative earnings and more unrealized beginning-of-quarter losses (gains) take big baths (smooth earnings); and (iv) banks with low regulatory capital and more unrealized gains realize more gains. Also, banks with negative earnings take big baths (avoid or reduce the earnings loss) if their unrealized gains are insufficient (sufficient) to offset the negative earnings. Our inferences apply to listed and non-listed banks, which indicates that the earnings management incentives do not derive solely from public capital markets. Our findings reveal that the accounting for AFS securities gains and losses enables banks to manage regulatory capital and earnings in a variety of ways.     

Using Available-for-sale Securities to Smooth Earnings: Evidence from China

Utilizing a large sample of non-financial public firms in China from 2009 to 2016, we find robust evidence that non-financial firms smooth their earnings through realized gains and losses on available-for-sale (AFS) securities. This effect is more pronounced for firms with weaker internal and external corporate governance. Firms with an incentive to manipulate up their earnings are also less likely to smooth earnings through AFS securities. Moreover, firms with more accrual earnings management or real earnings management tend to smooth earnings to a greater extent through AFS securities. Firms smooth earnings only when their net income is positive or when net income is negative and the gains from AFS securities are large enough to offset negative earnings. We do not find supporting evidence for engaging in big bath earnings management through the realization of losses on AFS securities. These findings suggest that gains and losses on AFS securities allow non-financial firms to actively smooth their earnings. Last, the accounting standards amendments in 2017 that essentially disable earnings smoothing through AFS securities increase price efficiency.     

Bank earnings management and performance reporting of comprehensive income

FASB’s ASU 2011-05 mandated that comprehensive income (CI) and other comprehensive income (OCI) be reported in performance statements (a single income statement or a separate statement of CI) rather than equity statements. Employing a difference-in-differences research design with ASU 2011-05 as the treatment, I find that presenting accounting information in different statements affects bank earnings management, specifically, presenting CI and OCI in performance statements (especially in single-statements with net income) reduces earnings management through selective sales of available-for-sale (AFS) securities in the banking industry. I also find that the influence of ASU 2011-05 is primarily on banks with high equity incentives in the CEO’s compensation package or less CEO job security. Additional analyses suggest that performance reporting of CI and OCI increases the predictive ability of realized gains and losses of AFS securities; however, banks may manage loan loss provision as a substitute strategy when they have to decrease selective sales of AFS securities.     

Interaction between securitization gains and abnormal loan loss provisions: Credit risk retention and fair value accounting

This study investigates whether managers use asset securitization gains to substitute loan loss provision (LLP) management for earnings management, and, if so, whether the percentage of credit risk retained affects such a relationship. The literature provides evidence that managers have used securitization transactions to boost earnings. Using 2001?2014 data for a sample of bank holding companies, I find that managers use securitization gains and LLPs as partial substitutes and that earnings management from securitization gains grows at an increasing rate to substitute income increasing LLP management as the level of risk retention increases. These findings are consistent with the argument that the higher the level of risk retention, the greater the potential impact on achieving earnings targets, given banks’ exercise of discretion over securitization gains through estimation of fair value of retained interest. In addition, I document that the substitution effect between the two tools is non‐existent in the post‐SFAS 166/167 period. Taken together, the findings have timely implications for accounting standards by informing the effect of risk retention that I measure through earnings management techniques. Moreover, my findings provide additional support for improved disclosures on assets‐backed securities.     

The effect of non-recurring items on analysts’ earnings forecasts

This article discusses the effects of non-recurring profits and losses on statement users’ decision-making processes from the perspective of securities analysts. We examine the relationship between analysts’ forecast revisions and firms’ non-recurring earnings. We find that 1) non-recurring gains and losses can influence analysts’ earnings forecast revision; 2) compared with non-recurring items resulting from policy changes, analysts are more concerned about those attributed to changes in business scope; 3) if listed companies use non-recurring items to turn losses into gains during earnings management, it will weaken the effects of non-recurring items on analysts’ earnings forecast revision. The results suggest that non-recurring items that result from changes in business scope incorporate information that users need for the future operation of the business. This article verifies the information relevance of non-recurring items and provides evidence for the necessity of non-recurring item disclosure.     

Loan Loss Provisions, Earnings Management and Capital Management under IFRS: The Case of EU Commercial Banks

Prior research has shown that loan loss provisions are primarily used as a tool for earnings management and capital management by listed banks. Effective 2005 all listed companies in the European Union (EU) are required to comply with International Financial Reporting Standards (IFRS). Adherence to IFRS, it is claimed, should enhance transparency of reporting practices relative to local General Accepted Accounting Principles (GAAP). The overall objective of this paper is to examine the impact of the implementation of IFRS on the use of loan loss provisions (LLPs) to manage earnings and capital. We use a sample of 91 EU listed commercial banks covering a period of 10 years (before and after implementation of IFRS). Since early adopters may have different incentives and motivations relative to those who adopt mandatorily, we dichotomize our sample into early and late adopters. Overall, we find that earnings management (using loan loss provisions) for both early and late adopters while significant over the estimation window is significantly reduced after implementation of IFRS. We also find that, for risky banks, earnings management behavior is more pronounced when compared to the less risky banks, but is significantly reduced in the post IFRS period. Capital management behavior by bank managers is not significant in both pre and post IFRS regimes. Overall, we conclude that the implementation of IFRS in the EU appears to have improved earnings quality by mitigating the tendency of bank managers of listed commercial banks to engage in earnings management using loan loss provisions.     

Corporate managerial ability,earnings smoothing,and acquisitions

This paper examines whether high-ability managers’ earnings smoothing is motivated by the need to mitigate the adverse effects of heightened information asymmetry triggered by mergers and acquisitions (M&As) on managers’ reputation capital (job loss) and firm value. We document that acquirers led by high-ability managers engage in more pre-acquisition earnings smoothing and experience more significant announcement abnormal returns and operating performance in post-M&A periods than their low-ability counterparts. This result is consistent with the theory of managerial response to asymmetric information, amplified by M&As, where high-ability managers use earnings smoothing as a signaling device to ensure that the market quickly discovers their superior abilities, to increase acquirers’ future growth prospects and avoid the adverse effects of information asymmetry on managers’ job security and career prospects in a competitive executive labor market.     

The Impact of Earnings Guidance Cessation on Information Asymmetry

This paper studies the impact of quarterly earnings guidance cessation on information asymmetry using a large sample of firms during the years 2002–11. After earnings guidance cessation, information asymmetry may increase because less information is provided to the market. Alternatively, information asymmetry may decrease if managers have less pressure to manage reported earnings to meet guidance numbers. Our study shows guidance cessation significantly reduces information asymmetry compared to matched non‐guiders and guidance maintainers. We also find that firms engage in less earnings management after guidance cessation, especially for firms that had provided guidance on a persistent basis.     

Publicly traded versus privately held: implications for conditional conservatism in bank accounting

Compared with privately held banks, publicly traded banks face greater agency costs because of greater separation of ownership and control but enjoy greater benefits from access to the equity capital market. Differences in control and capital market access influence public versus private banks’ accounting. We predict and find that public banks exhibit greater degrees of conditional conservatism (asymmetric timeliness of the recognition of losses versus gains in accounting income) than private banks. We predict and find that public banks recognize more timely earnings declines, less timely earnings increases, and larger and more timely loan losses. Although public ownership gives managers greater ability and incentive to exercise income-increasing accounting, our findings show that the demand for conservatism dominates within public banks and that the demand for conservatism is greater among public banks than private banks. Our results provide insights for accounting and finance academics, bank managers, auditors, and regulators concerning the effects of ownership structure on conditional conservatism in banks’ financial reporting.

Usefulness of fair values for predicting banks’ future earnings: evidence from other comprehensive income and its components

This paper examines whether fair value adjustments included in other comprehensive income (OCI) predict future bank performance. It also examines whether the reliability of these estimates affects their predictive value. Using a sample of bank holding companies, we find that fair value adjustments included in OCI can predict earnings both 1 and 2 years ahead. However, not all fair value-related unrealized gains and losses included in OCI have similar implications. While net unrealized gains and losses on available-for-sale securities are positively associated with future earnings, net unrealized gains and losses on derivative contracts classified as cash flow hedges are negatively associated with future earnings. We also find that reliable measurement of fair values enhances predictive value. Finally, we show that fair value adjustments recorded in OCI during the 2007–2009 financial crisis predicted future profitability, contradicting criticism that fair value accounting forced banks to record excessive downward adjustments.     

Information Uncertainty,Earnings Management,and Long‐run Stock Performance Following Initial Public Offerings

We examine how information uncertainty surrounding IPO (initial public offering) firms influences earnings management and long‐run stock performance. For low‐information‐uncertainty issuers, at‐issue earnings’ management is positively related to subsequent unmanaged earnings and has no relationship to market reaction to earnings announcement and long‐run stock performance following the offering. For high‐information‐uncertainty issuers, however, at‐issue earnings’ management is unrelated to subsequent unmanaged earnings and negatively related to market reaction to earnings announcement and long‐run stock performance following the offer. The evidence suggests that, on average, managers in low‐information‐uncertainty firms tend to engage in earnings’ management for informative purposes, while managers in high‐information‐uncertainty firms engage in earnings’ management for opportunistic purposes.     

Credit Ratings and Earnings Management around IPOs

This study examines the impact of having a credit rating on earnings management (EM) through accruals and real activities manipulation by initial public offering (IPO) firms. We find that firms going public with a credit rating are less likely to engage in income‐enhancing accrual‐based and real EM in the offering year. The monitoring by a credit rating agency (CRA) and the reduced information asymmetry due to the provision of a credit rating disincentivise rated issuers from managing earnings. We also suggest that the participation of a reputable auditing firm is crucial for CRAs to effectively restrain EM. Moreover, we document that for unrated issuers, at‐issue income‐increasing EM is not linked to future earnings and is negatively related to post‐issue long‐run stock performance. However, for rated issuers, at‐issue income‐increasing EM is positively associated with subsequent accounting performance and is unrelated to long‐run stock performance following the offering. The evidence indicates that managers in unrated firms generally manipulate earnings to mislead investors, while managers in rated firms tend to exercise their accounting and operating discretion for informative purposes.     

Information Content of Earnings and Earnings Components of Commercial Banks: Impact of SFAS No. 115

SFAS No. 115 modified classification of debt and equity securities held by firms and also modified the reporting format for unrealised gains/losses on security transactions (URGL). This study investigates whether implementation of SFAS No. 115 improved information content of earnings and earnings components of commercial banks. Improvement in the information content is measured by comparing the association between equity returns and earnings and earnings components of the post-adoption period of SFAS No. 115 with the pre-adoption period.The test results indicate that the association of equity returns with earnings components and aggregate earnings is significantly stronger in the post-adoption period compared to the pre-adoption period. The improvement is especially evident for the components of URGL and non-interest revenues. These results suggest that information provided by earnings components is considered more value relevant for investment decision after implementation of SFAS No. 115. Findings on non-interest revenues indicate that revenues from banking activities other than lending also play an important role in the commercial banks' profitability.     

Special purpose entities and bank loan contracting

In this study, we show that a firm's use of special purpose entities (SPEs) is associated with unfavorable loan contract terms, including higher loan rates, collateral requirements, and restrictive covenants. Further analyses suggest that the association between the use of SPEs and unfavorable loan contract terms is primarily due to the increase in the information risk faced by lenders, as firm managers can easily use SPEs to manipulate earnings and hide losses. Specifically, we find that the use of SPEs has a more pronounced effect on increasing the cost of loans and causing more stringent non-price loan terms when managers have a stronger incentive to manipulate earnings and when banks have less knowledge about the SPE sponsor firms due to the lack of prior lending relationship. In addition, we find that the use of SPEs is associated with a greater likelihood of accounting restatements and greater information asymmetry between inside managers and outside capital suppliers.     

Tainted portfolios: How impairment accounting rules restrict security sales

Contrary to claims that fair value accounting exacerbated banks’ securities sales during the recent financial crisis, we present evidence that suggests – if anything – that the current impairment accounting rules served as a deterrent to selling. Specifically, because banks must provide evidence of their ‘intent and ability’ to hold securities with unrealized losses, there are strong incentives to reduce, rather than increase, security sales when market values decline to avoid ‘tainting’ their remaining securities portfolio. Validating this concern, we find that banks incur greater other‐than‐temporary impairment (OTTI) charges when they sell more securities. We then find that banks sell fewer securities when their security portfolios have larger unrealized losses (and thus larger potential impairment charges), and these results are concentrated in banks with homogenous securities portfolios, expert auditors, more experienced managers, and greater regulatory capital slack. Overall, our results suggest that – contrary to critics’ claims – the accounting rules appear to have reduced banks’ propensity to sell their securities during the financial crisis.     

Economic policy uncertainty and bank earnings opacity

Using a sample of U.S. banks and an index for economic policy uncertainty developed by Baker et al. (2016), we investigate whether economic policy uncertainty is systematically related to bank earnings opacity. When economic policy is relatively uncertain, it is easier for bank managers to distort financial information, as unpredictable economic policy changes make assessing the existence and impact of hidden “adverse news” more difficult for investors and creditors. Economic policy uncertainty also increases the fluctuation in banks’ earnings and cash flows, thus providing additional incentives and opportunities for bank managers to engage in earnings management. Our results show that uncertainty in economic policy is positively related to earnings opacity, proxied by the magnitude of discretionary loan loss provisions and the likelihood of just meeting or beating the prior year’s earnings, and negatively related to the level of accounting conservatism (i.e., the timeliness of recognition of bad news relative to good news). Collectively, our results suggest that economic policy uncertainty leads to greater earnings opacity. We also find that the impact of economic policy uncertainty on financial reporting distortion is less pronounced for stronger banks (i.e., banks with high capital ratios).     

Can media deter management from manipulating earnings? Evidence from China

This study examines the influence of media exposure on managers’ earnings management behavior using China’s publicly traded firms during 2001–2009. We find that firms with more media exposure (both negative and non-negative) manage their earnings less than firms with less media exposure. We also find that “suspect firms” (being specially treated or with refinancing plans like seasoned equity offerings or right offerings) with more media exposure engage in more accrual-based earnings management relative to other firms. These results suggest that Chinese media serve as an external monitor to the majority of firms and place excessive pressure on suspect firms. This paper contributes incrementally to the literature by emphasizing the conflicting role media exposure plays in managerial decisions in earnings management. The findings of this study have practical implications for regulators, auditors, financial analysts, as well as other information intermediaries.     

The accounting art of war: Bounded rationality, earnings management and insider trading

The study uses the idea of a multi-faceted managerial strategy and examines the effects of bounded rationality and ethical compass on insider trading, earnings management, and managerial effort. The analysis establishes that bounded rationality and the ethical compass play an important role in the managers’ decisions. As such, the study provides an insight into why managers would engage in schemes that could potentially ruin their lives. The analysis also demonstrates that earnings management has multi-period dynamic properties, while the effort and insider trading decisions are made independently each period. Another interesting finding is that that earnings manipulation can only occur in a world with ethically diverse managers. Contrary to common wisdom, the study shows that shareholders have a vested interest in eliciting income management because it boosts their wealth. Consequently, expected market losses to shareholders’ value, in response to detected accounting manipulations, are necessary to mitigate shareholders’ preferences for earnings management. It is interesting to note that shareholders’ preferences for earnings management (balanced by the expected market losses) imply that they would not necessarily prefer to hire the most ethical and least ‘bounded rationality’ decision-making managers. Finally, the study examines the public policy implications of the topic in light of the recent US Senate Financial Regulation Overhaul bill.     

Strategic Conservative Earnings Management of Technology Firms: Evidence from the IPO Market

In this paper, we investigate the conservative earnings management strategies of technology firms in the IPO market. We hypothesize that technology IPOs, due to their fewer tangible assets, more information asymmetry, and higher uncertainties of future cash flows, tend to have higher litigation risk. At equilibrium, technology firms are more motivated to strategically employ conservative earnings management during the IPO process, to mitigate their higher litigation risk. Using a sample of U.S. IPOs, we find that technology IPOs, on average, involve significantly more conservative earnings management, especially during the bubble periods. Our results also show that the conservative earnings management strategies of technology firms tends to have a greater impact on their underpricing than for non‐tech firms, and thus effectively reduce their risk of being a target in the securities class action lawsuits.     

Stock market listing status and real earnings management

This study analyzes real earnings management among privately held versus publicly listed firms. Our first finding is that public firms engage in more earnings management through operating activities. When a clear incentive to manage earnings in a specific direction is present we continue to find that public firms manage their earnings more than private firms. We reason that capital market pressure and ownership characteristics drive our results. Additional analyses reveal that public firms employ more real earnings management as a proportion of the total earnings management strategy. Furthermore, we find that mitigating factors of real earnings management have stronger impact in public firms. This study contributes to literature on non-accrual earnings management and to the broader understanding about the private vis-à-vis public firm reporting and operating behavior. Finally, we contribute by identifying an important societal cost of stock market listing, which is the increase in potentially value-destroying real earnings management.