Competition and innovation: Evidence from financial services

This paper presents new evidence on the relationship between competition and innovation by extending previous literature from manufacturing to financial services. We introduce a new measure of overall innovation by estimating and enveloping annual minimum cost frontiers to create a global frontier. The distance to the global frontier constitutes each bank’s technology gap, which decreases if the bank manages to innovate. Our innovation measure enables us to derive and estimate the model of Aghion et al. (2005b) at the firm level for the US banking industry. Based on individual bank Call Report data for the period 1984–2004, consistent with theoretical and empirical work by Aghion et al., we find evidence of an inverted-U relationship between competition and innovation that is robust over several different specifications. Further evidence on major structural changes in the US banking industry indicates that banks moved beyond their optimal innovation level and that interstate banking deregulation resulted in lower bank innovation. Policy implications to financial reform and prudential regulation are discussed also.     

Ability of accounting and audit quality variables to predict bank failure during the financial crisis

We examine the ability of selected accounting and audit quality variables measured in a period prior to the financial crisis (i.e., the four quarters of 2006), to predict banks that subsequently failed during the financial crisis. We employ two sets of samples from the US: a troubled banks sample that includes banks that failed in or after 2007 as well as banks classified as being troubled based on profitability, loan quality, and balance sheet position in 2007, and a full sample that includes all banks with available required data. Using the troubled banks sample, we identify six reliable predictors of bank failure: auditor type, auditor industry specialization, Tier 1 capital ratio, proportion of securitized loans, growth in loans, and loan mix. For the larger full sample of banks, we identify the following ten predictors of bank failure: auditor type, Tier 1 capital ratio, proportion of securitized loans, nonperforming loans, loan loss provisions, growth in commercial loans, growth in real estate loans, growth in overall loans, loan mix, and whether the bank is a public bank.     

How bank capital buffers vary across countries: The influence of cost of deposits,market power and bank regulation

This paper analyzes the bank and country determinants of capital buffers using a panel data of 1337 banks in 70 countries between 1992 and 2002. After controlling for adjustment costs and the endogeneity of explanatory variables, the results show that capital buffers are positively related to the cost of deposits and bank market power, although the relations vary across countries depending on regulation, supervision, and institutions. Their impact is the result of two generally opposing effects: restrictions on bank activities and official supervision reduce the incentives to hold capital buffers by weakening market discipline, but at the same time they promote higher capital buffers by increasing market power. Institutional quality has the two opposite effects. Better accounting disclosure and less generous deposit insurance, however, have a clear positive effect on capital buffers by both strengthening market discipline and making charter value better able to reduce risk-taking incentives.     

A framework for assessing the systemic risk of major financial institutions

In this paper we propose a framework for measuring and stress testing the systemic risk of a group of major financial institutions. The systemic risk is measured by the price of insurance against financial distress, which is based on ex ante measures of default probabilities of individual banks and forecasted asset return correlations. Importantly, using realized correlations estimated from high-frequency equity return data can significantly improve the accuracy of forecasted correlations. Our stress testing methodology, using an integrated micro–macro model, takes into account dynamic linkages between the health of major US banks and macro-financial conditions. Our results suggest that the theoretical insurance premium that would be charged to protect against losses that equal or exceed 15% of total liabilities of 12 major US financial firms stood at $110 billion in March 2008 and had a projected upper bound of $250 billion in July 2008.     

Bank audit practices and loan loss provisioning

I empirically examine the evolution of loan loss accounting across banks that differ categorically by external auditing practice. Using a partial adjustment model, and a sample of 75,505 observations on affiliated banks, 1995–2009, I find evidence of convergence across audit categories in target ratios of provisions for loan losses to nonaccrual loans. This is consistent with a standardized method of accounting for “impaired” loans. I observe less convergence, on the other hand, in target ratios of provisions for loan losses to loans, which appears to accommodate a role for managerial discretion.     

Auditor reputation and earnings management: International evidence from the banking industry

We examine the relation between auditor reputation and earnings management in banks using a sample of banks from 29 countries. In particular, we examine the implications of two aspects of auditor reputation, auditor type and auditor industry specialization, for earnings management in banks. We find that both auditor type and auditor industry specialization moderate benchmark-beating (loss-avoidance and just-meeting-or-beating prior year’s earnings) behavior in banks. In addition, we find that once auditor type and auditor industry specialization are included in the same tests, only auditor industry specialization has a significant impact on constraining benchmark-beating behavior. In separate tests related to income-increasing abnormal loan loss provisions, we find that both auditor type and auditor expertise constrain income-increasing earnings management. Again, in joint tests, only auditor industry expertise has a significant impact on constraining income-increasing earnings management.     

Unintended consequences of the increased asset threshold for FDICIA internal controls: Evidence from U.S. private banks

We examine the unintended consequences of the 2005 increase from $500 million to $1 billion in the asset threshold for the Federal Deposit Insurance Corporation Improvement Act (FDICIA) internal control reporting requirements. We focus on a test sample of banks that increased their total assets from between $100 million and $500 million prior to the change in regulation to between $500 million and $1 billion within two years following the change. These “affected” banks are no longer subject to the internal control requirements but would have been had the regulation not been changed. We hypothesize that these affected banks are likely to make riskier loans, which will increase the likelihood of failure during the crisis period. We find evidence consistent with this hypothesis. Affected banks have higher likelihood of failure during the crisis period than banks from two different control samples. We also find that auditor reputation (i.e., whether the bank is audited by a Big 4 auditor or an industry specialist auditor) has a moderating effect on the likelihood of failure for these affected banks.     

Cooking the books: Recipes and costs of falsified financial statements in China

We examine the causes and consequences of falsified financial statements in China. Using bivariate probit regression analysis, we find that firms with high debt and that plan to make equity issues are more likely to manipulate their earnings and thus have to restate their financial reports in subsequent years. We also find that corporate governance structures have an effect on the occurrence and detection of financial fraud. There are significant negative consequences to fraudulent financial statements. Restating firms suffer negative abnormal stock returns, increases in their cost of capital, wider bid-ask spreads, a greater frequency of modified audit opinions, and greater CEO turnover. We also find that firms located in highly developed regions suffer more severe consequences when they manipulate their accounts.     

Earnings quality effect of state antitakeover statutes

Existing theories suggest two opposite effects that antitakeover protection may have on earnings management: the exacerbating effect and the mitigating effect. We use the introduction of state antitakeover laws during the mid- to late-1980s as a natural experiment to test the relationship between antitakeover protection and earnings quality. The results show that firms incorporated in states that passed the laws have lower magnitudes of abnormal accruals and higher levels of earnings informativeness in the post-passage periods, suggesting that antitakeover protection mitigates earnings management and enhances earnings quality. Further evidence shows that reductions in earnings management are concentrated in firms with low firm-level antitakeover protection and in firms with serious agency problems, and that the earnings management effect of state antitakeover laws is likely to be of short-term duration.     

Impact of FDICIA internal controls on bank risk taking

The Federal Deposit Insurance Corporation Improvement Act (FDICIA) of 1991 was designed, among other things, to introduce risk-based deposit insurance, increase capital requirements, and improve banks’ internal controls. Of particular interest in this study are the requirements for annual audit and reporting of management’s and auditor’s assessment of the effectiveness of internal control for banks with $500 million or more in total assets (raised to $1 billion in 2005). We study the impact of these requirements on banks’ risk-taking behavior prior to the recent financial crisis and the consequent implications for bank failure and financial trouble during the crisis period. Using a sample of 1138 banks, we provide evidence that banks required to comply with the FDICIA internal control requirements have lower risk taking in the pre-crisis period. Specifically, the volatility of net interest margin, the volatility of earnings, and Z score show less risk-taking behavior. Furthermore, these banks are less likely to experience failure and financial trouble during the crisis period.     

Renegotiation of financial contracts: Evidence from private credit agreements

Using a large sample of private credit agreements between U.S. publicly traded firms and financial institutions, we show that over 90% of long-term debt contracts are renegotiated prior to their stated maturity. Renegotiations result in large changes to the amount, maturity, and pricing of the contract, occur relatively early in the life of the contract, and are rarely a consequence of distress or default. The accrual of new information concerning the credit quality, investment opportunities, and collateral of the borrower, as well as macroeconomic fluctuations in credit and equity market conditions, are the primary determinants of renegotiation and its outcomes. The terms of the initial contract (e.g., contingencies) also play an important role in renegotiations; by altering the structure of the contract in a state contingent manner, renegotiation is partially controlled by the contractual assignment of bargaining power.     

Is the market valuation of banks’ loan loss provision conditional on auditor reputation?

We examine how auditor reputation conditions the market valuation of banks’ loan loss provision (LLP). The inherent uncertainty associated with and discretion permitted in estimating the LLP contributes to information asymmetry. The auditor’s certification and monitoring roles influence firm value by mitigating this information asymmetry. We examine two aspects of auditor reputation, auditor type (Big 5 vs. non-Big 5) and auditor expertise, in the banking industry. We find a significant, positive association between the discretionary component of LLP and stock return for banks audited by the Big 5 auditors. Further analysis indicates that auditor expertise within banking and not auditor type drives this significant, positive association. Overall, our results are consistent with auditor expertise in the banking industry mitigating information asymmetry between bank managers and investors and enhancing the information conveyed by discretionary loan loss provision.     

Do managers intentionally use repurchase tender offers to signal private information? Evidence from firm financial reporting behavior

Signaling is the most commonly cited explanation for stock repurchases in the academic literature. Yet, there is little evidence on whether managers intentionally use repurchases as signaling devices. Using a firm's financial reporting behavior to infer managerial intent, we find evidence suggesting that managers intentionally use fixed-price repurchase tender offers to signal undervaluation. In contrast, we find no evidence that managers use Dutch-auction tender offers to signal undervaluation. Instead, firms engaging in Dutch-auction repurchases act as if they are trying to deflate their earnings prior to the repurchases to further reduce the repurchasing price.     

Consolidation in banking and financial stability in Europe: Empirical evidence

Using aggregate balance sheet data from banks across the EU-25 over the period from 1997 to 2005 we provide empirical evidence that national banking market concentration has a negative impact on European banks’ financial soundness as measured by the Z-score technique while controlling for macroeconomic, bank-specific, regulatory, and institutional factors. Furthermore, our analysis reveals that Eastern European banking markets exhibiting a lower level of competitive pressure, fewer diversification opportunities and a higher fraction of government-owned banks are more prone to financial fragility whereas capital regulations have supported financial stability across the entire European Union.     

The effect of board composition on the informativeness and quality of annual earnings: Empirical evidence from Greece

This study examines how the informational quality of annual accounting earnings, varies according to the size and composition of the board of directors of publicly listed firms within the Greek capital market. Data analysis over a period of five years (2000-2004) revealed that the informativeness of annual accounting earnings is positively related to the fraction of outside directors serving on the board, but it is not related to board size. Additionally, firms with a higher proportion of outside board members proved to be more conservative when reporting bad news but on the contrary they do not display greater timeliness on the recognition of good news. Finally, firms with a higher proportion of outside directors report earnings of higher quality compared to firms with a low proportion of outside directors. Our results are robust to several sensitivity tests controlling for endogeneity, firm's fixed effects and alternative models for the estimation of discretionary accruals.     

Operational risk and reputation in the financial industry

By examining stock market reactions to the announcement of operational losses by financial companies, this paper attempts to disentangle operational losses from reputational damage. Our analysis deals with 154 events coming from the FIRST database of OpVantage. Events occurred between 1990 and 2004 in companies belonging to the financial sector and that are listed on the major European and US Stock Exchanges. Results show significant, negative abnormal returns at the announcement date of the loss, along with an increase in the volumes of trade. In cases of internal fraud, the loss in market value is greater that the operational loss amount announced, which is interpreted as a sign of reputational damage. Negative impact is proportionally greater when the loss amount represents a larger share in the company’s net profit.     

Bank size, lending technologies, and small business finance

Under the current paradigm in small business lending research, large banks tend to specialize in lending to relatively large, informationally transparent firms using “hard” information, while small banks have advantages in lending to smaller, less transparent firms using “soft” information. We go beyond this paradigm to analyze the comparative advantages of large and small banks in specific lending technologies. Our analysis begins with the identification of fixed-asset lending technologies used to make small business loans. Our results suggest that large banks do not have equal advantages in all of these hard lending technologies and these advantages are not all increasing monotonically in firm size, contrary to the predictions of the current paradigm. We also analyze lines of credit without fixed-asset collateral to focus on relationship lending. We confirm that small banks have a comparative advantage in relationship lending, but this appears to be strongest for lending to the largest firms.     

Novel approaches to the regulatory control of financial services providers: The importance of cultural context

This study investigates the effectiveness of a public sector financial management initiative. Specifically, the powers awarded to the Irish Financial Services Ombudsman (FSO) in 2013 to name and shame malfeasance by financial service providers (FSPs) in its annual reports. As the first country to award such powers to its public sector financial ombudsman, Ireland represents a novel setting in which to test the impact of regulatory disclosure as a way to promote accountability and transparency. Our results show that the number of complaints lodged against malfeasants dropped in the immediate aftermath of this and, following a one-year lag, so did the percentage of complaints lodged that proceeded to a full investigation and legally binding finding. Despite the failure of such strategies in some jurisdictions, the Irish experience indicates that regulatory disclosure can, in line with Neo-Durkheimian institutional theory and consistent with the accounting and accountability literature, have considerable impact where and when contextual preconditions are met. These findings have important implications for the operationalisation of regulatory disclosure as an accountability enhancing measure in other jurisdictions.     

The Value of Crowdsourced Earnings Forecasts

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.