Cross-market informed trading in the CDS and option markets

This paper analyzes how informed traders balance leverage and liquidity in making cross-market trading decisions. Our findings are three-fold. Using daily data on the actively traded North American CDX Investment Grade and High Yield indexes from 2010 to 2017, first, we find robust evidence that, when the credit default swap (CDS) market is illiquid, informed traders do not hesitate to exploit their information advantage in the option market, and this manifests mainly for negative credit news. Second, we find that informed trading occurs predominantly in the option market for low-rated firms due to high adverse selection risk in the CDS market. Third, there is strong evidence of informed trading taking place in the CDS market for financial firms and we argue that this is due to the interdealer network through which CDS dealers obtain private information about other financial firms and their privileged position as market makers to be able to disguise their informed trades as ordinary market-making activities. Finally, we propose re-thinking market efficiency and how to advance it in a direction which does not privilege a small circle of financiers or create monopoly while keeping the markets liquid and tranquil at all times.     

CDS trading and analyst optimism

This paper investigates whether and how the initiation of Credit Default Swaps (CDS) trading affects analyst forecast optimism. First, we document that the initiation of CDS trading curbs analyst forecasts optimism. Second, we find that the dampening effect of CDS on analyst optimism is stronger for firms with negative news and for firms with poorer financial performance or higher leverage, supporting a “correction effect” of CDS on non-strategic optimism. Moreover, we find that CDS also has a “disciplining effect” on strategic optimism that arises from incentives to cultivate relation with management or to please institutional investors. Overall, our evidence shows that the CDS market not only provides important information for analysts, but also alters analysts’ reporting incentives and enhances their objectivity. Additional analysis shows that this effect has disappeared after the Dodd-Frank Act.     

Credit derivatives and stock return synchronicity

The role of credit default swaps (CDS) in the 2008 financial crisis has been widely debated among regulators, investors, and researchers. While CDS were blamed for destabilizing the financial system, they remain effective tools for hedging credit risk, especially for major banks, and produce positive informational externalities to market participants. This paper examines whether the introduction of CDS enhances the amount of firm-specific information impounded in stock prices. We use stock return synchronicity to measure the amount of firm-specific information reflected in stock prices, with more firm-specific information being associated with a lower level of synchronicity. We find that a firm’s stock return synchronicity decreases after the commencement of CDS trading. This finding is robust to different model specifications, synchronicity measures, and endogeneity controlling methodologies. Furthermore, the decrease in stock return synchronicity is more pronounced for CDS firms with higher credit risk. Overall, our evidence supports the positive role of CDS in improving informativeness of stock prices.     

Internal control reporting and market liquidity

We investigate the impact of the Sarbanes-Oxley Act of 2002 (SOX) on information asymmetry by analyzing the relation between SOX Sections 302 and 404 control reports and market liquidity using bid-ask spreads. Lower market liquidity indicates higher levels of information asymmetry implying that market participants perceive financial statement misstatement risk is higher. If SOX disclosures contain relevant information, then one would expect firms reporting internal control material weaknesses to have lower market liquidity. Accordingly, we find that market liquidity is lower (i.e., bid-ask spreads are higher) for firms reporting ineffective control compared to firms reporting effective control using either annual SOX 404 internal control reports or quarterly SOX 302 disclosure control reports, which suggests that SOX 302 and 404 reports provide useful information for identifying firms with a higher risk of financial statement misstatement. However, we do not find consistent results using two alternative liquidity measures: trading volume and market quality indices. We then examine whether changes in control reports are associated with changes in market liquidity. We generally do not find that firms with improved (deteriorated) control reports experience a larger decrease (increase) in bid-ask spreads or larger increases (decreases) in trading volume and market quality indices compared to other firms, suggesting that market participants do not discern a change in information asymmetry when the effectiveness of internal controls over financial reporting changes.     

Statement of the Financial Economists Roundtable* Reforming the OTC Derivatives Markets

In investigations of the causes of the crisis, a major focus has been the role of derivative securities, particularly credit-default swaps (CDS). Despite widespread claims to the contrary, however, the 51 economists who signed this statement begin by asserting that CDS and other derivatives contracts were not a primary cause of the financial crisis. At the same time, derivatives markets are said to play an important economic role by shifting risks from businesses and individual investors to parties more willing (and generally better able) to bear them. But, as illustrated during the crisis, derivatives also can be used to transmit risk in ways that have the potential to pervade the entire financial system. With the aim of limiting systemic risk associated with the use of derivatives, the statement recommends the following:

• • measures that encourage migration of more derivatives transactions to central-clearing facilities, including higher capital requirements and stricter criteria (including segregation) for the collateralization of positions that are not cleared;
• • data reporting and repository requirements designed to help regulators and market participants to understand systemic risk exposures in the financial system;
• • post-trade price transparency for all sufficiently standardized OTC products;
• • continued migration of trading in actively traded OTC products to exchanges.

Finally, although the economists support regulations against market manipulation, they oppose potential restrictions on speculative trading, including the holding of “naked” CDS, while affirming that both hedging and speculation are important and socially beneficial activities in our financial system.     

Adapting financial rationality: Is a new paradigm emerging?

We discuss the implications of an alternative to the efficient market hypothesis (EMH) the adaptive market hypothesis (AMH). The AMH advances a theoretical basis for a new financial paradigm which can better model such phenomena as the recent financial crisis. The AMH regards the financial market order as evolving, tentative and defined by creative destruction in which trading strategies are introduced, mutate to survive, or face abandonment. The concept of investor rationality is less helpful than the distinction between investment strategies which are more or less well adapted to the prevailing market environment. We outline how a more systematic and grounded basis for behavioural finance can be developed in line with the latter approach. Based on this we develop testable hypotheses allowing the AMH to be distinguished from the EMH. Finally, we discuss how the AMH can aid our understanding of important issues in finance. A central insight is that in the survival of richest, as opposed to fittest, implied by the AMH there is much room for misallocation of resources as price and value uncouple. In this shifting financial market order the regulatory State features as a further market in which the vote market verifies or disrupts market conditions.     

Credit default swaps and corporate bond trading

Using regulatory data on CDS holdings and corporate bond transactions, I provide evidence for a liquidity spillover effect from CDS to bond markets. Bond trading volumes are 70% larger for investors with CDS positions written on the debt issuer. Moreover, higher CDS trading activity substantially improves the liquidity of the underlying bonds, particularly around rating downgrades. Additional analyses reveal that the spillover effect is partly driven by naked CDS positions, highlighting one of the adverse consequences of naked CDS bans for bond markets. The results suggest that the presence of an accessible CDS market enhances the liquidity of the underlying bond market.     

CDS as insurance: Leaky lifeboats in stormy seas

What market features of financial risk transfer exacerbate counterparty risk? To analyze this, we formulate a model which elucidates important differences between financial risk transfer and traditional insurance, using the example of Credit Default Swaps (CDS). We allow for (heterogeneous) insurer insolvency, which captures the possibility that relatively risky counterparties may exist in the market. Further, we find that stable insurers become less stable as the price of the contract decreases. The analysis includes insured parties that have heterogeneous motivations for purchasing CDS. For example, some may own the underlying asset and purchase CDS for risk management, while others buy these contracts purely for trading purposes. We show that traders will choose to contract with less stable insurers, resulting in higher counterparty risk in this market relative to that of traditional insurance; however, a regulatory policy that removes traders can, perversely, cause stable counterparties to become less stable. We conclude with two extensions of the model that consider a Central Counterparty (CCP) arrangement and the consequences of asymmetric information over insurer type.     

The use of credit default swaps by bond mutual funds: Liquidity provision and counterparty risk

Corporate bond mutual funds increased their selling of credit protection in the credit default swaps (CDS) market during the 2007–2008 financial crisis. This trading activity was primarily in multi-name CDS, greater among larger and established funds, and directed toward counterparty dealers in financial distress. Funds that sold credit protection during the crisis experienced greater credit market risk and superior post-crisis performance, consistent with higher expected returns from liquidity provision. Funds using Lehman Brothers as a counterparty experienced abnormal outflows and returns of –2% immediately following Lehman's bankruptcy, suggesting that funds’ opportunistic trading in CDS exposed investors to counterparty risk.     

Dynamics and determinants of credit risk discovery: Evidence from CDS and stock markets

This paper investigates the dynamics and drivers of credit risk discovery between stock and CDS markets in the US. Our research is distinguished from the existing literature in three aspects: 1) we employ an improved method to measure the information share; 2) we discover new drivers of credit risk discovery; and 3) we assess the impact of central clearing counterparty (CCP) on the CDS market. By using the generalized information share (GIS) by Lien and Shrestha (2014), we address the issue that the CDS and stock prices do not have one-to-one cointegration relation. The empirical results support the use of GIS instead of more conventional measures. We also find that eliminating transitory price components increases the information share of the CDS market in the earlier period of the sample. The economic condition and funding cost turn out to affect the information share of the CDS market negatively. Another interesting finding is that the CDS of investment grade firms possess higher information shares compared to speculative grade firms. Finally, CCP seems to reduce the information share of CDS, which suggests that the CDS market is driven largely by insider trading.     

The impact and the spillover effect of a sovereign rating announcement on the euro area CDS market

This paper analyzes the impact and the spillover effect of a sovereign rating announcement on the euro area CDS market. Through the event study technique, we demonstrate that downgrades and upgrades considerably affect financial markets. The relevance of the impact is due to the introduction of “new” information after a rating change announcement (information discovery effect) and to the role of rating in the current financial regulation (certification effect). Conversely, the CDS market does not seem to react significantly to rating warning (outlook and review) announcements. Furthermore, we find evidence of a spillover effect only after a downgrade announcement. Our results show that the size of the spillover effect is influenced by economic and financial conditions of analyzed countries and that international bank flows between EMU Members represent an important transmission channel of the spillover effect.     

Do stock prices reflect undisclosed financial statement information? Evidence from the OTCBB

I exploit a regulatory change that mandated that Over-the-Counter Bulletin Board (OTCBB) firms must comply with the reporting requirements of the 1934 Securities Exchange Act. I use this change to examine the association between equity values and financial statement data in voluntary and mandatory disclosure environments. Before the change, disclosure of financial statement information was voluntary for most of these firms. I study firms that initiate SEC filing after the change and classify them as disclosing and nondisclosing based on whether they voluntarily disclosed financial statement information before the regulatory change. In these firms’ initial SEC filings after the eligibility rule, they retroactively disclose financial statement information for the year prior to compliance with the rule. Thus I can observe previously withheld financial data. I find that the choice to voluntarily disclose is negatively associated with firm characteristics related to proprietary costs and with situations in which accounting information plays a less important role in resolving information asymmetry. For nondisclosing firms, I find evidence that equity values reflect financial statement data, even though this information was not publicly available, and that compliance with mandatory SEC disclosure requirements strengthens this association. For disclosing firms, I find evidence that suggests investors viewed their voluntary disclosure of financial statement data as credible and fail to find evidence that compliance with mandatory reporting requirements enhances this association.     

Limited Investment Capital and Credit Spreads

Using proprietary credit default swap (CDS) data, I investigate how capital shocks at protection sellers impact pricing in the CDS market. Seller capital shocks—measured as CDS portfolio margin payments—account for 12% of the time‐series variation in weekly spread changes, a significant amount given that standard credit factors account for 18% during my sample. In addition, seller shocks possess information for spreads that is independent of institution‐wide measures of constraints. These findings imply a high degree of market segmentation, and suggest that frictions within specialized financial institutions prevent capital from flowing into the market at shorter horizons.     

Credit default swaps and the market for sovereign debt

In this paper, we analyze the determinants and effects of credit default swap (CDS) trading initiation in the sovereign bond market. CDS trading initiation is associated with a 30–150 basis point reduction in sovereign bond yields, with greater yield reductions accruing to higher default risk economies. For countries with high default risk, rated B or lower by Standard and Poor’s, CDS initiation is also associated with significant price efficiency benefits in the underlying market. CDS trading initiation is more likely following increases in local equity index volatility, index spreads for regional and global CDS markets, or depreciation of the local currency relative to the US dollar, and decreases in a country’s ability to service foreign debt. Our results are robust to selection bias controls based on these factors.     

Price discovery in the CDS market: the informational role of equity short interest

This paper documents a negative relation between equity short interest and future returns on credit default swaps (CDS). This relation is most consistent with the theory that equity short interest telegraphs relevant information to secondary market CDS investors about credit spread not transmitted into prices in other ways. The CDS return predictive pattern also strengthens negatively for equity short-interest positions subject to an outward shift in the demand for shortable stocks, which we view as a proxy for the expected benefits of private information (Cohen et al. in J Finance 62(5):2061–2096, 2007). This suggests that features of the shorting market may help explain the lagged response of CDS spreads to equity short interest. Our tests of economic significance, however, do not support the view that the CDS return predictive pattern is strong enough to cover the round-trip cost of trading in the secondary CDS market.     

The information environment and the ability of logit-based financial statement analysis to predict abnormal returns

Holthausen and Larcker (1992) show that logit-based financial statement analysis can predict abnormal returns on investments in equity securities. We argue that if this success of financial statement analysis is due to market inefficiency, then the procedure should work better for small firms than larger firms, where firm-size proxies for the amount of information processing in the firm's information environment. We do not find greater predictable hedge portfolio returns associated with the analysis of small-firm financial statements. Thus, our results conflict with the market inefficiency explanation. Our results are more consistent with financial statement analysis providing summary information about expected returns not subsumed by other risk proxies and not accounted for in the researcher's definition of abnormal returns.     

Predicting Stock Returns Using Financial Statement Information

We examine the profitability of the Ou and Penman (1989a) Pr trading strategy and the Holthausen and Larcker (1992) Prob trading strategy over the period 1980–1992 in the UK. This is a test of whether an investor can earn abnormal returns by exploiting fundamental accounting data. We employ alternative abnormal return metrics and research designs to control for risk. Using a UK dataset offers an independent test because the UK differs from the US in its formal and informal financial reporting environment, its structure of share ownership, and the behaviour of its economy over the study period. We find consistent evidence that an investor could have used a summary measure of financial statement information to predict future abnormal returns by indirectly predicting one-year-ahead earnings changes, but only weak and inconsistent evidence that an investor could have used a summary measure of financial statement information to predict one-year-ahead stock returns directly. We offer some thoughts on the reasons for these different results.     

A Structured Financial Statement Analysis and the Direct Prediction of Stock Prices in Korea

Using a large sample of firms listed on the Korea Stock Exchange, this paper evaluates the usefulness of a structured, programmable financial statement analysis for investment decisions. In doing so, we develop a firm valuation model which links a firm's market value with fundamental variables such as the ability of a firm to generate cash flows, growth potentials, and risk. We predict a firm's intrinsic value directly from an extensive set of financial statement variables which proxy for the theoretical variables implied by the model. We then construct a series of trading strategies with zero net investment (called D-strategies) on the basis of D-values which measure percentage differences between predicted intrinsic values and observed market values. We observe that the market-adjusted and size-adjusted (hedge-portfolio) returns to the most conservative D-strategy turn out to be in the order of 16.92% and 11.44%, respectively,for the 12-month holding period. When our sample is stratified into two sub-samples based on firm size, the D-strategy yields higher excess return for the small-firm sub-sample than for the large-firm sub-sample. The above evidence, taken as a whole, strongly indicates that one can construct a profitable trading strategy by directly predicting intrinsic values through a structured financial statement analysis such as ours.     

Investors’ Behavior in an Emerging,Tax-Free Market

We provide empirical evidence on the stock market participants’ behavior in an emerging market, with a tax-free environment. Our results show that United Arab Emirates’ (UAE) investors exhibit overconfidence and home bias, and tend to sell prior winners and buy prior losers. We find that investors rely on familiarity and on their information channels to make decisions. The results indicate that investors are risk averse, especially after the global financial crisis, which has had contagion effect on UAE markets. Investors attribute this effect to the inability to manage systemic crisis and to problems of information asymmetry, insider trading, and lack of good governance during crisis.     

Game changer? The impact of the VW emission-cheating scandal on the interrelation between large automakers’ equity and credit markets

This paper investigates the change in the securities market pricing behavior of 16 large, global automakers following disclosure of the Volkswagen (VW) emission-cheating scandal on September 18, 2015, when the EPA issued a notice of violation to VW, stating that VW had intentionally circumvented the US clean air rules for diesel automobile emissions. We contend that this event unblocked an informational cascade, in that much of the information was already known to outside parties, yet no significant market response occurred until the September 18 EPA notice. We also find a significant change in the evolution of equity and credit default swap (CDS) prices in the automobile industry consistent with more-informed trading in the equity market. A test of economic significance further supports this finding by showing a decrease in the profitability of a trading rule based on a predictive relation between CDS spread changes and lagged equity returns.