ARTICLES

Information, Trading and Product Market Interactions: Cross-Sectional Implications of Informed Trading, 2008, Journal of Finance 63(1), 379-413.

I present a simple model of informed trading in which asset values are derived from imperfectly competitive product markets and private information events occur at individual firms. The model predicts that informed traders may have incentives to make information-based trades in the stocks of competitors, especially when events occur at firms with large market shares. In the context of 759 earnings announcements, I use intraday transactions data to test the hypothesis that net order flow and returns in the stocks of non-announcing competitors have information content for announcing firms.

Convertible Bond Arbitrage, Liquidity Externalities and Stock Prices (with Darwin Choi and Mila Getmansky)  2008, Journal of Financial Economics (Forthcoming)

In the context of convertible bond issuance, we examine the impact of arbitrage activity on underlying equity markets. In particular, we use changes in equity short interest following convertible bond issuance to identify convertible bond arbitrage activity and analyze its impact on stock market liquidity and prices for the period 1993 to 2006. There is considerable evidence of arbitrage-induced short selling resulting from issuance. Moreover, we find strong evidence that this activity is systematically related to liquidity improvements in the stock. These results are robust to controlling for the potential endogeneity of arbitrage activity.

 

CURRENT WORKING PAPERS

Convertible Bond Arbitrageurs as Suppliers of Capital (with Darwin Choi, Mila Getmansky, and Brian Henderson)  July 2008

 

This paper examines the potential role of convertible bond arbitrageurs as suppliers of capital to issuers. We link the time series of aggregate convertible bond issuance to convertible bond arbitrage hedge fund flows, returns and a proxy for arbitrageurs’ use of leverage. We find that

issuance is positively and significantly related to increases in all three of these measures of capital supply. In order to interpret this finding, we employ an identification strategy that uses price-quantity pairs to distinguish changes in supply variables that are due to shifts in convertible

bond market supply conditions versus demand conditions. We find significant sensitivity of issuance to both supply- and demand-driven flows; however, variation in demand conditions appears to be most important.

 

 

Dynamic Competition, Innovation and Strategic Financing (with Matthew Spiegel)  July 2008

 

This paper models the interactions among product market innovation, product market competition, and corporate financing decisions in the context of a dynamic duopoly. One competitor faces an opportunity to adopt a new technology. If adopted, the firm must also determine whether it will obtain public or private financing. Our results allow us to relate current firm and industry characteristics to these decision variables. In particular, larger, more profitable firms with small rivals have greatest incentives to innovate. The private versus public financing decision depends mainly on the magnitude of the technological improvement and length of the period during which private financing extends the innovator’s product market advantage. Due to the model’s formulation it is both tractable and amenable to empirical estimation. Tests bear out several of the model’s predictions. An example of which is the relationship between ease with which firms can entice away each others customers and the relative advantages to public

or private financing.

Firm Diversification and Equilibrium Risk Pooling:  The Korean Financial Crisis as a Natural Experiment (With Robert Masson and Taejong Um)  February 2008

We use the Korean Financial Crisis as a natural laboratory for examining interactions among firm diversification, equilibrium capital structure and tail probability events. When the crisis hit in 1997, several major firms, including a large number of highly leveraged conglomerates (Chaebols), experienced bankruptcies. In a simple model, we show how diversified Chaebols are able to obtain higher levels of equilibrium debt than non-Chaebol firms (ceteris paribus) due to protective effects of cosigners. In the event of an unanticipated shock, the model predicts a systematic change in relative bankruptcy risks of Chaebol firms. To examine this implication, we first estimate a model of equilibrium debt determination for a sample of Korean manufacturing firms for the years 1991-1994. We then introduce a new empirical methodology that allows us to decompose equilibrium debt into demand, supply and Chaebol-specific factors. To improve our understanding of the mechanisms driving the widespread failures, we use decomposed debt to estimate a bankruptcy prediction model for the post-crisis period. Our main finding is that benefits from shared risks may, in fact, lead to shared vulnerability: the primary cause of bankruptcies of Chaebol firms was not idiosyncratic leverage, but instead leverage systematically related to their greater equilibrium access to debt during normal times. 

 

News, Disagreement and Trading Location  (with Sudheer Chava)  May 2007

We examine the determinants of trading in corporate bonds, options and equities

at the individual firm level. In particular, we exploit variation in security

type, timing relative to information releases and news content to test the hypothesis

in Cao and Ou-Yang (2007) that options markets can be the preferred venues

for trade when traders disagree. Our results indicate that event period trading in

equity markets is driven by asymmetric information, disagreement and liquidity.

In contrast, but consistent with Cao and Ou-Yang, trading in options appears to

be driven more by disagreement about firm-specific information and less by asymmetric

information. In bond markets, the evidence suggests that trading is driven

mainly by liquidity needs.