Are Banks Still Special When There Is a Secondary Market for Loans?

Secondary market trading in loans elicits a significant positive stock price response by a borrowing firm's equity investors. We find the major reason for this response is the alleviation of borrowing firms’ financial constraints. We also find that new loan announcements are associated with a positive stock price effect even when prior loans made to the same borrower already trade on the secondary market. We conclude that the special role of banks has changed due to their ability to create an active secondary loan market while simultaneously maintaining their traditional role as information producers.     

Corporate misreporting and bank loan contracting

This paper is the first to study the effect of financial restatement on bank loan contracting. Compared with loans initiated before restatement, loans initiated after restatement have significantly higher spreads, shorter maturities, higher likelihood of being secured, and more covenant restrictions. The increase in loan spread is significantly larger for fraudulent restating firms than other restating firms. We also find that after restatement, the number of lenders per loan declines and firms pay higher upfront and annual fees. These results are consistent with banks using tighter loan contract terms to overcome risk and information problems arising from financial restatements.     

Sources of Corporate Financing and Operating Performance: The effects of strategic ownership and financial restatements

Using a sample from European markets this study documents that changes in external financing, both in the form of equity and debt, can predict future operating performance (profitability and cash flows). In terms of future profitability, increases in equity (debt) financing particularly benefit large-size growth firms (large-size value firms). It is notable that a firm environment of low information quality, indicated by the presence of accounting restatements, intensifies the association between external financing and operating performance, due to the heightened scrutiny investors/lenders apply to firms that have recently restated their financials. In addition, strategic ownership in the firm has no significant effect on the financing – operating profitability association but may amplify the positive effects of equity financing on future operating cash flows. Moreover, financial analysts' forecasts of operating profitability and operating cash flows reflect the impact of external financing changes on future operating performance but exhibit a financing-related systematic inefficiency particularly for firms that have recently announced a material restatement of their prior financial results. Finally, controlling for information contained in analyst forecast surprises, the market is efficient overall and incorporates the effects of equity and debt financing changes into stock prices.     

Do post-restatement firms care about financial credibility? Evidence from the pre- and post-SOX eras

This study examines whether negative-market-reaction firms in the year following restatement announcements adopt more conservative financial reporting to respond to their financial reporting credibility crisis, especially in the post-SOX era. Using Basu’s (1997) measure of conservatism, we find that negative-market-reaction firms in the year following restatement announcements report their financial statements more conservatively in the post-SOX era, as the market reaction following restatement announcements becomes more severe. We also find that as the negative market restatement reaction becomes more severe, negative-market-reaction firms using a Big N auditor in the year following financial restatements report their financial statements more conservatively in the post-SOX era.     

Price Discovery and Dissemination of Private Information by Loan Syndicate Participants

We delineate key channels through which flows of confidential information to loan syndicate participants impact the dynamics of information arrival in prices. We isolate the timing of private information flows by estimating the speed of price discovery over quarterly earnings cycles in both secondary syndicated loan and equity markets. We identify borrowers disseminating private information to lenders relatively early in the cycle with firms exhibiting relatively early price discovery in the secondary loan market, documenting that price discovery is faster for loans subject to financial covenants, particularly earnings‐based covenants; for borrowers who experience covenant violations; for borrowers with high credit risk; and for loans syndicated by relationship‐based lenders or highly reputable lead arrangers. We then ask whether early access to private information in the loan market accelerates the speed of information arrival in stock prices. We document that the stock returns of firms identified with earlier private information dissemination to lenders indeed exhibit faster price discovery in the stock market, but only when institutional investors are involved in the firm's syndicated loans. Further, the positive relation between institutional lending and the speed of stock price discovery is more pronounced in relatively weak public disclosure environments. These results are consistent with institutional lenders systematically exploiting confidential syndicate information via trading in the equity market.     

Material weakness disclosures and restatement announcements: The joint and order effects

We examine differences in stock price, option volatility, and litigation reactions to restatement announcements that are associated with a material weakness (MW) disclosure. Contrasted with restatements that are not associated with any MW disclosure, our analyses reveal that firms that announce both a restatement and an associated MW experience significantly more negative market returns, greater implied volatility, and higher likelihood of class action lawsuits. Separating the restatements into timely reporters, where the MW precedes the restatement, and non‐timely reporters, where the MW is concurrent with or follows the restatement, we find that timely reporters experience more negative returns at the time of the restatement, relative to non‐timely reporters, suggesting that investors perceive the early MW disclosure to signal more pervasive control‐related problems. Interestingly, we find that timely and non‐timely reporters are equally likely to be sued, consistent with the argument that wrongdoing (through either a timely or non‐timely MW disclosure) provides stronger grounds for establishing scienter. However, timely reporters appear to secure more favorable litigation outcomes: they face higher likelihood of lawsuit dismissals and pay much lower settlements, compared to non‐timely reporters. Overall, our evidence provides new insights into how market participants incorporate information about internal control weaknesses into their perceptions regarding the economic implications of financial restatements, and financial reporting quality.     

The market reaction to debt announcements: UK evidence surrounding the global financial crisis

We examine the stock market response to announcements of public, bank and privately placed debt issuance by large UK firms surrounding the global financial crisis of 2008. Prior to the crisis, we find that stock prices respond positively to announcements of bank debt issuance only. This is restricted to the sub-sample of syndicated bank loans and this is suggestive of the certification from multiple lenders conveying a signal of creditworthiness. We find that abnormal returns on the announcement of bank loans have declined since the financial crisis, both in absolute terms and in comparison to alternative borrowing sources. Overall, our results suggest that surrounding the global financial crisis of 2008, bank loans have become less informative as a signal of the creditworthiness of borrowing firms.     

Global equity offerings and access to domestic loan market: U.S. evidence

This study examines whether and to what extend global equity offerings at the IPO stage may affect issuing firms' ability to borrow in the domestic debt market. Tracking bank loans taken by U.S. IPO firms in the domestic syndicated loan market, we observe that global equity offering firms experience more favorable loan price than that offered to their domestic counterparts. This finding holds for a set of robustness tests of endogeneity issues. We also find that, compared with their domestic counterparts, global equity offering firms are less likely to have financial distress, engage more in international diversification, and are more likely to wait a longer time to apply for syndicated loans.     

Information asymmetry and accounting restatement: NYSE-AMEX and NASDAQ evidence

We examine the impact of accounting restatement announcement on firms’ value and information asymmetry for both auction market (NYSE-AMEX) and dealer market (NASDAQ) using a public sample of restatement announcements from 1997 to 2005. In both markets, we document economically and significantly negative mean cumulative abnormal returns around the announcement dates. The restatements attributed to auditors are associated with more negative returns than those attributed to management and the SEC. However, there is no significant difference between market reactions arising from the core and non-core restatements. We also find a significant increase in volume, number of transactions, average order size, volatility, and various measures of spreads after the restatement announcement indicating that restatement announcements diminish company prospects and contribute to increased uncertainty and information asymmetry. Finally, we find that the information asymmetry in the NASDAQ market around the event date is less pronounced than in the NYSE-AMEX market.     

The Timeliness of Restatement Disclosures and Financial Reporting Credibility

This study investigates whether prompt discovery and disclosure of earnings restatements is associated with greater post‐restatement financial reporting credibility. We measure the timeliness of restatement detection by the length of time between the end of the misstated period and the subsequent restatement announcement. We document that shorter detection periods are significantly associated with high‐quality corporate governance characteristics and executive and/or auditor turnover, but not with characteristics of restatements. We also find that firms with shorter detection periods exhibit a more moderate decline in the information content of earnings following restatement announcements relative to firms with longer detection periods, and that detection period length has an incremental effect on the information content of earnings relative to executive and/or auditor turnover alone. In addition, we find that restatement disclosures are more timely following the implementation of the SOX‐era reforms, and that only firms with shorter detection periods experience more moderate post‐restatement declines in the information content of earnings following the implementation of the SOX‐era reforms. The results from this study suggest that the timeliness of restatement detection and disclosure is associated with greater financial reporting credibility following restatements.     

The effect of restatements on analyst behavior

This paper examines how changes in the credibility of financial reporting affect analyst behavior. Using a sample of restatement firms experiencing a substantial change in credibility over 1997–2006, we document that restatements have a long‐lived effect on analyst behavior and that analysts differentiate between restatements caused by irregularities and those caused by errors. We find that while irregularity restatement firms exhibit a reduction in analyst coverage and forecast accuracy and an increase in forecast dispersion in the post‐restatement period, other restatement firms exhibit only an increase in forecast error. Finally, we find evidence to suggest that remedial actions reduce the effect of irregularity restatements on analyst behavior. Overall, these results are consistent with the notion that restatements affect analyst behavior in forming judgements regarding subsequent earnings announcements.     

The Chinese experience: The impact of financial restatements on firm value and its implications on the investigatory practices of regulators

We examine the relationship between restatements of prior period financial results and firm value in China. This relationship is relevant to the millions of global investors who purchase Chinese equity securities because Chinese regulatory authorities must focus on the restatement events that, in their judgment, most warrant investigation. We recommend that they focus their attention on restatement announcements (and the firms that announce them) that possess the characteristics that most impact firm value.Prior studies of the American equity markets found evidence of a relationship between the nature of the restatement announcements and firm value, as well as evidence that core account adjustments and high-magnitude adjustments affect firm value more than noncore account adjustments and low-magnitude adjustments. However, based on a sample of Chinese listed firms that made corporate announcements that appeared in the Asian press between 2003 and 2011, we only find mixed evidence in the Chinese equity markets in support of the former relationship, and no evidence at all in support of the latter relationship.In other words, restatement announcements in China do not impact firm value to the same extent, and in the same manner, as restatement announcements in America. Chinese regulators must thus develop policies that are unique to the Chinese markets in order to effectively prioritize their oversight activities on firms that issue restatement announcements.What factors should be considered by Chinese regulators? We identify a collection of corporate governance variables, as well as a smaller collection of financial variables, that are significantly associated with decreases in firm value. We also develop a set of regression analyses that utilize these variables to explain a significant portion of the variability of firm value during the sample period. Interestingly, however, we find no evidence that the growth patterns of the firms are significantly associated with changes in firm value.Using this evidence, we recommend the development of a model of regulatory guidance that is customized for the unique characteristics of the Chinese equity markets. We believe that this model can help Chinese authorities focus their attention on specific restatement announcements that most impact firm value.     

Corporate Investments: Learning from Restatements

This study analyzes the information conveyed by the restatements of financial reports. We argue that restatements contain news about the investment projects of the restating firms' competitors. This news causes competitors to revise their beliefs about the projects' value, and to modify their subsequent investment decisions. Accordingly, we hypothesize that changes in competitors' investments after restatement announcements are related to news in the restatements. Consistent with our prediction, we find that changes in competitors' investments following restatement announcements are significantly related to various proxies for news in the restatements, such as competitors' and restating firms' abnormal returns at the restatement announcements. We conclude that restatements convey information about the investment projects of restating firms' competitors.     

Internal control quality and information asymmetry in the secondary loan market

We examine the association between disclosure of internal control deficiencies (ICDs) and information asymmetry (IA) in the US secondary loan market. We also investigate which types of ICDs intensify or mitigate conditions of information asymmetry in the same market. Relying on loan syndication, loan credit rating, financial debt covenants and loan size, we further explore the effect of loan specific characteristics on the association between ICDs and IA. Consistent with our predictions, we find that while ICDs increase information asymmetry in the secondary loan market, the inimitable characteristics in the secondary loan market (e.g., syndication, loan credit rating, financial covenants, and loan size) help to mitigate such negative consequences of the disclosure of ICDs on the firm’s informational environment. We further find that disclosures of ICDs for firms in regulated industries help to mitigate the negative consequences of ICDs disclosures on IA.     

Some Evidence on the Uniqueness of Initial Public Debt Offerings

Debt initial public offerings (IPOs) represent a major shift in a firm's financing policy by both extending debt maturity and altering the public-private debt mix. In contrast to findings for seasoned debt offerings, we document a significantly negative stock price response to debt IPO announcements. This result is consistent with debt maturity and debt ownership structure theories. The equity wealth effect is negatively related to the offer's maturity, and positively related to the degree of bank monitoring. We find that firms with less information asymmetry and firms with higher growth opportunities experience a less adverse stock price response.     

The effects of accounting restatements on firm growth

Do restatements result in lower firm growth? One argument in support of this contention is that accounting restatements hurt contracting relations between the firm and outside parties such as a firm’s customers and suppliers, negatively impacting firm cash flows. The negative impact on cash flow reduces the level of internal cash holdings available for investment. Another argument is that restatements dampen firm growth by increasing the firm’s cost of external financing. We empirically evaluate these arguments by using the standard sales growth based financial planning model. In carrying out our analysis, we distinguish the effects of restatement on overall firm growth as well as its components of internally and externally financed growth. Our findings suggest that overall firm growth rates decline following a restatement. Furthermore, we find that accounting restatements have a greater adverse impact on externally financed growth rates. We also find that not all restatements yield identical effects: the impact of restatements is more pronounced for the subsample of firms identified to have undertaken the more egregious fraudulent reporting than the subsample of firms that reported restatements to correct previous accounting errors. We also find that firms with severe restatements, measured based on announcement period market reactions, have lower externally financed growth. Overall, our evidence highlights the adverse impact of restatement on firm growth, particularly through external financing.     

The CDS market reaction to restatement announcements

I investigate the credit market's reaction to restatement announcements through changes in credit default swap (CDS) spreads. I document an overall positive association between CDS returns and restatement announcements. Specifically, I find that more positive CDS returns are associated with restatements (1) involving fraud and (2) affecting more accounts. Moreover, these reactions are sensitive to the underlying entities’ credit ratings and the market‐wide investor sentiment. Next, I compare CDS and stock market reactions and find that more negative stock returns are associated with restatements (1) involving fraud and (2) decreasing reported income.     

When bank loans are bad news: Evidence from market reactions to loan announcements under the risk of expropriation

In this paper we investigate whether inefficient bank loans can reduce the value of borrowing firms when expropriation of the stock of minority shareholders by controlling shareholders is a major concern. Using data from Chinese banks, we find that bank loan announcements generate significantly negative abnormal returns for the borrowing firms. In line with this expropriation view, negative stock price reactions following bank loan announcements are concentrated in firms that are perceived to be more vulnerable to expropriation by controlling shareholders. Finally, we find evidence that a negative relationship between market reactions and firm vulnerability to expropriation exists only when firms borrow from the least efficient banks.     

Shareholdings by Financial Institutions, Information Asymmetry and the Intertemporal Return-Earnings Relation in Japan

Using a large sample of Japanese firms, we examine informational effects of the joint ownership of debt and equity by financial institutions. In particular, we argue that shareholdings by financial institutions are associated with increased monitoring and reduced information asymmetry. Our results support the hypothesis that stock prices incorporate information about future earnings earlier for firms with higher equity ownership by financial institutions. In a nutshell, shareholdings by financial institutions appear to be an important institutional factor in Japan to alleviate information asymmetry, thereby serving as a substitute for the market-based monitoring.     

Do hedge funds trade on private information? Evidence from syndicated lending and short-selling

This paper investigates an important contemporary issue relating to the involvement of hedge funds in the syndicated loan market. In particular, we investigate the potential conflicts of interest that arise when hedge funds make syndicated loans and take short positions in the equity of borrowing firms. We find evidence consistent with the short-selling of the equity of the hedge fund borrowers prior to public announcements of both loan originations and loan amendments. We also find that hedge funds are more likely to lend to highly leveraged, lower credit quality firms, where access to private information is potentially the most valuable and where trading on such information could lead to enhanced profits. Overall, our results have important implications for the current debate regarding regulating the hedge fund industry.