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.     

Effects of cash flow statement reclassifications pursuant to the SEC’s one-time allowance

In February 2006, the Securities and Exchange Commission (SEC) announced a one-time opportunity for firms with misclassified cash flow items to correct these errors without issuing an official restatement. To assess the impact of these reclassifications, we determine the types of firms affected by this allowance and the types of reclassifications in the operating, investing, and financing categories of the cash flow statement. We find that, consistent with the SEC’s concerns, firms overstated net operating cash flows and understated net investing cash flows, thereby misrepresenting cash flows. In addition, the most frequent line-item reclassifications echo the SEC’s concerns about the presentation of discontinued operations and dealer floor plan financing arrangements. Insurance claim proceeds and beneficial interests in securitized loans, however, appear less problematic than the SEC expected. Overall, our findings indicate that the SEC’s plan was relatively successful and, for firms that took advantage of the allowance period, these cash flow restatements only exerted a marginally negative effect in the capital market.     

Regulation FD, accounting restatements and transient institutional investors’ trading behavior

We examine the impact of Regulation Fair Disclosure (RFD) on transient institutional investors’ abnormal trading behavior around accounting restatements. We find that while in the pre-RFD period, transient institutional investors exhibit abnormal selling of restating firms’ stocks one quarter before the restatement is publicly announced, in the post-RFD period there is no such abnormal selling. Furthermore, we find that this phenomenon is driven by (a) firms with low analyst following (i.e., firms with poor information environment), (b) firms with high stock price reaction to earnings surprise (i.e., firms with high informativeness of earnings), (c) firms where the restatements’ impact on earnings is high, and (d) firms with non-revenue related restatements.     

Accounting restatements and information risk

We examine the association between accounting restatements and the pricing of information risk. Using the Fama and French three-factor model augmented with discretionary and innate information risk factors, we find a significant increase in the factor loadings on the discretionary information risk factor for restatement firms after a restatement announcement. The increase in factor loadings results in an increase in the estimated cost of capital, which is cross-sectionally associated with the short-window price reaction to restatements. We study several potential determinants of the change in information risk pricing and find evidence consistent with the restatement initiator (auditor vs. firm management) and the number of times a firm restates affecting the change in the pricing of discretionary information risk. We also find an increase, of smaller magnitude, in the pricing of discretionary information risk for non-restatement firms in the same industries as the restatement firms, consistent with an information transfer effect.     

Intra-Industry Effects of Earnings Restatements Due to Accounting Irregularities

Abstract:  This paper investigates the intra-industry effects of earnings restatements due to accounting irregularities. We detect a significant contagion effect for rival firms whose cash flow characteristics are similar to those of the restating firm. The restatement doesn't seem to influence all the firms in the industry or firms that have a high probability of involving the same type of accounting irregularity as the restating firm does. We do not detect any competitive effect; nor do we find a significant change in the implied cost of equity capital of the rival firms, suggesting that the contagion effect is due to the revision in the expected short-run future earnings of the rival firms.     

Law, Finance, and Firm Growth

We investigate how differences in legal and financial systems affect firms' use of external financing to fund growth. We show that in countries whose legal systems score high on an efficiency index, a greater proportion of firms use long-term external financing. An active, though not necessarily large, stock market and a large banking sector are also associated with externally financed firm growth. The increased reliance on external financing occurs in part because established firms in countries with well-functioning institutions have lower profit rates. Government subsidies to industry do not increase the proportion of firms relying on external financing.     

Management quality and the cost of debt: Does management matter to lenders?

This paper investigates the effect of organizational capital, typified by various management practices within a firm, on the cost of external debt financing. Using a sample of medium-sized manufacturing firms in the US, we find that better management practices enhance a firm’s external financing capacity by lowering the firm’s cost of bank loans. We do not find any evidence that the lower loan cost of a high-quality-management firm is associated with more restrictive non-price contract terms such as greater collateral requirements and stricter covenants. These results suggest that banks explicitly take into account the risk arising from poor management practices when pricing and designing debt contracts.     

Third-party auditor liability and financial restatements

We examine whether U.S. state-level third-party auditor liability (TPAL) regimes affect firms' financial restatement decisions. Using a sample of 34,409 firm-year observations from 2003 to 2018, we find that state-level TPAL is significantly negatively related to the likelihood of firm-level financial restatements. We also observe that the negative relationship between TPAL and financial restatements persists for a subsample of firms with income-increasing financial restatements and the ‘restatement of torts standard’ (one of the more expansive subgroups of TPAL). Using a difference-in-differences regression design, we find that an increase in state-level TPAL regimes strengthens the negative relationship between TPAL and the incidence of restatements. Our main finding remains robust across several sensitivity tests. Finally, we find that the negative relationship between TPAL and restatements is more pronounced when firms are subject to greater litigation risk and when firms are audited by non-specialist auditors. Overall, we show that TPAL has important implications for client firms' financial restatements.     

Access to financing and firm growth

Why do some firms grow faster than others? Although various observed and unobserved aspects of firms have been suggested as potential drivers of firm heterogeneity, economists disagree sharply on the role of financial structure in influencing firm growth. In this paper, I use a sample of quoted and unquoted firms to show that the effect of financial structure on firm growth is statistically significant and quantitatively important. In the presence of external financing constraints, firms rely more on internal funds to finance growth, but the effect of internal financing on firm growth decreases with an increase in the firm’s access to an external bank credit facility. As the external financing constraint is alleviated, the firm relies less on internal funds and switches to external financing as the primary source of financing for its growth. This pattern of transition between internal and external financing is particularly pronounced in small unquoted firms (conditional on their survival). These results suggest a real effect of financial structure on growth via the channel of an external financing constraint.     

Financial Restatements, Cost of Debt and Information Spillover: Evidence From the Secondary Loan Market

Abstract:  In this paper, we investigate the effect of financial restatements on the debt market. Specifically, we focus on the secondary loan market, which has become one of the largest capital markets in the US, and ask the following: (1) whether financial restatements increase restating firm's cost of debt financing and (2) whether the information about restatements arrives at the secondary loan market earlier than at the stock market? Using 176 restatement data, we find significant negative abnormal loan returns and increased bid-ask spreads around restatement announcements. Furthermore, this negative loan market reaction is more pronounced when the restatement is initiated by either the SEC or auditors, and when the primary reason for restatement is related to revenue recognition issues. Additionally, we find restatement information arrives at the secondary loan market earlier than at the equity market, and that such private information quickly flows into the equity market. We also show that stock prices begin to decline approximately 30 days prior to the restatement announcements for firms with traded loans. However, we do not find such informational leakage for firms without traded loans. Collectively, the results of this paper suggest: (1) increased cost of debt financing after restatements and (2) superior informational efficiency of the secondary loan market to the stock market.     

The impact of accounting restatements on corporate innovation strategy

This study examines the effect of accounting restatements on corporate innovation strategy. Using a sample of restating firms and propensity-score-matched non-restating firms from 2000 to 2009, we find that, after restatements, restating firms experience a greater increase in exploratory innovation and a greater reduction in exploitative innovation compared to non-restating firms. These results suggest that restating firms are associated with an increased risk appetite as managers believe the upside potential may yield corporate improvement. The results also differ between fraudulent and non-fraudulent restatements, and among restatements of varying severity. The results of this study shed light on a previously unexplored consequence of accounting restatement and highlight its real impact on corporate business strategy.     

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.     

Executive option exercises and financial misreporting

Several recent papers document that the magnitude of potential gains from stock-based compensation is positively related to the likelihood of misreporting. In a sample of firms that announce restatements of their financial statements from 1997 to 2002, we examine whether managers realize these potential gains occurring from their accounting choices. After controlling for diversification needs and stock price impact, we find no significant evidence of higher option exercises by executives in the misreported years. However, for firms that are more likely to have made deliberate aggressive accounting choices, we find significant evidence of higher option exercises. For these firms, option exercises are higher by 20–60% in comparison to industry and size matched nonrestating firms. Options exercises by executives are also increasing in the magnitude of the restatement as captured by the effect of the restatement on net income. These higher option exercises tend to be more pervasive and are not just confined to the CEO and CFO of the firm.     

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.     

Exploring the Causes of Accounting Restatements by Family Firms

Prior research shows that family firms have better earnings quality than non‐family firms in common‐law countries and highly developed markets. In contrast, we do not find a significant difference in the financial reporting quality between family and non‐family firms in the context of a civil‐law system and less developed market. We show that the financial reporting quality of family firms is conditioned on: (1) the divergence between the controlling shareholders’ voting rights and their cash flow rights, and (2) the firm's reputation for integrity, while these two conditions do not explain the restatement likelihood for non‐family firms. Moreover, when accounting irregularities are detected in the case of family firms, they are associated with more serious accounting restatements. Together, these results imply that the severity of the conflict between ultimate and minority shareholders, and a lack of integrity, explain the propensity for making financial restatements among family firms in a regime characterized as having weak investor protection and concentrated ownership structures.     

Do Firms Use Derivatives to Reduce their Dependence on External Capital Markets?

This study investigates if the use of derivatives by corporations is likelyto affect their financing strategies. I find a strong positive relationbetween the minimum revenue guaranteed by hedging and investmentexpenditures. This result implies that hedging increases the likelihood thatinvestments can be financed internally. I also find that firms tend tofinance their investment expenditures externally rather than internally. Ifexternal capital is more costly than internal capital it would clearly be ina firm's interest to reduce its dependence on external capital. Consistentwith this result, I find that the median firm that does not hedge finances100% of its investment expenditures externally, while the median firm thathedges finances only 86% of investments externally.     

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.     

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.     

Effective board monitoring over earnings reports and forecasts: Evidence from CFO outside director appointments

Prior evidence that firms adjust their board structure following accounting restatements suggests that firms expect the board to effectively monitor the firm’s financial accounting system. However, little is known about signals firms use to identify monitoring weaknesses or the types of individuals firms appoint to improve the quality of monitoring. We expand on Ghannam, Bujega, Matolcsy, and Spiropolous (2019)’s evidence that firms appoint directors with accounting experience after financial fraud by investigating whether firms that file restatements or issue highly inaccurate earnings forecasts appoint individuals with CFO experience (i.e., a subset of accounting experts) to their audit committee. We find that firms are more likely to appoint an outside director with CFO experience to the audit committee when they have recently restated earnings and when they have higher prior management forecast error. We also find that the appointment of a CFO outside director to the audit committee is followed by a lower likelihood of restatement and more accurate management forecast. Together, our results suggest that firms respond to accounting failures by appointing outside directors with CFO experience. Thus, we provide insight into the signals firms use to identify weaknesses in the monitoring of the accounting function and the types of expertise firms value in addressing those weaknesses.     

IFRS and U.S. GAAP: Assessing the impact of reporting incentives on firm restatements in foreign and U.S. markets

This study examines the impact of reporting incentives on firm restatements in foreign and U.S. markets. We investigate whether financial reporting, using International Financial Reporting Standards (IFRS) results in quality disclosures, given differences in institutional and market forces. This study examines the quality of financial statements prepared in accordance with IFRS and U.S. GAAP by concentrating on firm restatements as a measure of earnings management. Our results indicate that there is no significant difference in the value of restatements due to differences in accounting standards when the rule of law is high in the international market. Furthermore, firms with better law enforcement and higher traditions of law and order, tend to have smaller restatement amounts or less earnings manipulation. This study contributes to the literature by providing evidence of the quality of financial information prepared under IFRS and its dependency on the institutional factors and market forces of a country.