THE FUNDAMENTAL DETERMINANTS OF TRADING VOLUME REACTION TO FINANCIAL INFORMATION: EVIDENCE AND IMPLICATIONS FOR EMPIRICAL CAPITAL MARKET RESEARCH

Prior empirical research indicates that trading volume reaction to new information increases with the heterogeneity of investors’ prior beliefs. We examine three potential factors that theoretical models of financial economists show determine trading volume reaction to new information: heterogeneous prior beliefs, differential interpretation, and the consensus effect—the extent to which the information causes their beliefs to converge or diverge. We find that these three factors have a distinct and significant incremental effect on trading volume, thereby suggesting that empirical trading volume models that exclude or fail to control for any of these determinants are misspecified with biased estimated coefficients.     

MARKET STRUCTURE AND REPORTED TRADING VOLUME: NASDAQ VERSUS THE NYSE

Trading volume for common stocks is of interest to financial economists, investors, and securities lawyers. NASDAQ is a dealer market where trades with dealers are included in reported trading volume. This procedure does not accurately measure the trading volume by public buyers and sellers. Trading volume reported on the NYSE, which is primarily an auction market, provides a much closer measure of trades by public investors. We examine a sample of firms whose stock traded on the NASDAQ/NMS and subsequently on the NYSE. When trading switches to the NYSE, the firms' trading volume drops to about 50 percent of the volume previously reported on NASDAQ. A control group of firms that switched from the AMEX to the NYSE shows a small, but statistically insignificant, increase in trading volume.     

CONCENTRATED OPENING VOLUME: MARKET CLOSURE OR STRATEGIC TRADING?

The NYSE extended its trading hours on September 30, 1985, by opening at 9:30 a.m. rather than at 10:00 a.m. Whereas the market closure models predict that the extension would result in lower relative volume and return variability at the open, the strategic trading models predict that the opening volume and return variability would remain relatively the same. Evidence around the extension suggests that the relative opening volume and return variability declined initially but increased gradually to their pre‐extension levels. This evidence favors the strategic trading model explanation of the heightened opening volume.     

GLAMOUR VERSUS VALUE: TRADING BEHAVIOR OF INSTITUTIONS AND INDIVIDUAL INVESTORS

We design a new metric to measure the net buying and selling by institutions and individual investors and find that from 1980 to 2004 institutional investors were net buyers of growth stocks and net sellers of value stocks, implying that individual investors were net buyers of value stocks and net sellers of glamour stocks. The institutional preference for glamour and value stocks seems to be related to sell‐side analysts' recommendations and recent favorable stock price performances, especially during the post‐1994 period. Finally, the institutional buying of growth stocks and sale of value stocks was not based on superior information.     

INSTITUTIONAL TRADING AND OPENING PRICE BEHAVIOR: EVIDENCE FROM A FAST‐EMERGING MARKET

Using daily and intraday data, we investigate the cross‐sectional relation between stock prices and institutional trading in the Taiwan stock market. Consistent with the investigative herding hypothesis, we find that institutional herding exists because of institutional positive feedback trading behavior rather than following trades made by other institutions, as suggested by the information cascade hypothesis. Moreover, the positive correlation between institutional trade imbalance and stock returns mainly comes from institutional positive feedback trading. The institutional trading decisions rely on returns measured not only over the lagged trading day but also over the opening session during the same day.     

SLIPPAGE AND THE CHOICE OF MARKET OR LIMIT ORDERS IN FUTURES TRADING

Retail futures traders face uncertainty regarding the price they will obtain when trading. This price "surprise," known as slippage, can be substantial. Using unique data from an introducing brokerage for Chicago Board of Trade (CBOT) wheat, corn, and soybean futures contracts, we quantify time-to-clear and the magnitude of slippage. We then identify factors that affect these trade quality measures. Finally, we analyze individual trader choice between market and limit orders and find that the likelihood of placing limit orders, where regulations protect traders from slippage, is greater when order and market characteristic indicate that adverse slippage is likely.     

RECENT GROWTH IN NASDAQ TRADING VOLUME AND ITS RELATION TO MARKET VOLATILITY

We document a significant increase in Nasdaq trading volume relative to New York Stock Exchange (NYSE) and American Stock Exchange (AMEX) trading volumes. Although recent increases in the number of shares traded are reported in the financial press, we also find it present in the percentage of dollar values traded. We then examine correlations between trading volume and several measures of market volatility. Nasdaq volume appears to be more closely correlated with residual variance, while NYSE and AMEX volumes are more closely correlated with overall market variance. We conclude that the type and quantity of information driving trading are different on Nasdaq than on the two exchanges, and that the relative growth in Nasdaq volume cannot be attributed solely to differences in the methods of counting volume in the two market environments.     

THE EFFECTS OF INSIDER TRADING RESTRICTIONS: EVIDENCE FROM HISTORICAL DIVIDEND INITIATIONS AND OMISSIONS

We investigate whether insider trading restrictions had their intended effects during the 1960s and 1970s. We examine insider trading and stock market behavior before dividend initiations and omissions announced between 1935 and 1974. Contrary to existing research and commentary, we show that restrictions had meaningful effects. During the 1960s and 1970s, insiders sold less frequently before dividend omissions, and the average profitability of insider trades declined. In addition, the positive (negative) stock price runup before dividend initiations (omissions) decreased after 1961. The results provide some vindication for the Securities and Exchange Commission's adjudicative approach toward insider trading regulation.     

THE CHOICE OF TRADING VENUE AND RELATIVE PRICE IMPACT OF INSTITUTIONAL TRADING: ADRs VERSUS THE UNDERLYING SECURITIES IN THEIR LOCAL MARKETS

We address two important themes associated with institutions’ trading in foreign markets: (1) the choice of trading venues (between a company's listing in its home market and that in the United States as an American Depositary Receipt [ADR]) and (2) the comparison of trading costs across the two venues. We identify institutional trading in both venues using proprietary institutional trading data. Overall, our research underscores the intuition that the choice of institutional trading in a stock's local market or as an ADR is a complex process that embodies variables that measure the relative adverse selection and liquidity at order, stock, and country levels. Institutions route a higher percentage of trades to more liquid markets, and these trades are associated with higher cumulative abnormal returns. We also find that institutional trading costs are generally lower for trading cross‐listed stocks on home exchanges even after controlling for selection bias.     

THE SLOPE OF THE TERM STRUCTURE OF CREDIT SPREADS: AN EMPIRICAL INVESTIGATION

In this article we analyze the slope of the term structure of credit spreads. We investigate the explanatory role of interest rate, market, and idiosyncratic equity variables that the recent empirical literature highlights as important determinants of credit spread levels. This study extends the analysis and assesses its effect on credit slopes for a sample of corporate bonds. We find that these factors affect credit spreads at short and long maturities in a significantly different way. A closer inspection of the credit spread slope also reveals that it is a useful indicator of the direction of changes in future short‐term credit spreads. This evidence has important implications for the trading and risk management of portfolios of bonds with different maturities.     

INTERNALIZATION AND MARKET QUALITY: AN EMPIRICAL INVESTIGATION

We explore the relation between market quality and internalization through a pre- and postenactment analysis of the implementation of the Toronto Stock Exchange (TSE) Price Improvement Rule on October 26, 1998. We find that the rule revision is accompanied by falls in the bid–ask spread and the variance of the pricing error and by rising internalization rates. This study informs proponents of market concentration, brokers, dealers, exchange administrators, and market regulators that a judicious regime of regulated internalization may be associated with superior market effectiveness.     

TRADE SIZE AND PRICE CLUSTERING: THE CASE OF SHORT SALES AND THE SUSPENSION OF PRICE TESTS

In this article, we compare trade size and price clustering of short sales with regular trades. We find that short sales cluster less on round sizes and round prices than do nonshort trades. When price tests are suspended, both trade size and price clustering markedly increase for short sales although the difference between shorts and nonshorts remains significant during the postsuspension period. These results are consistent with the idea that because of execution uncertainty caused by price tests, short sellers are less concerned with cognitive processing costs, negotiations costs, and the costs associated with revealing information through trade sizes.     

DYNAMIC ORDER SUBMISSION AND HERDING BEHAVIOR IN ELECTRONIC TRADING

I analyze the dynamic trading behavior of market participants by developing a bivariate modeling framework for describing the arrival process of buy and sell orders in a limit order book. The model contains an extended autoregressive conditional duration model with a flexible generalized Beta distribution to explain the duration process, combined with a dynamic logit model to capture the traders' order submission strategy. I find that the state of the order book as well as the speed of the order arrival have a significant influence on the order placement, inducing temporal asymmetric market movements.     

MARKET STRUCTURE,CHANGING INCENTIVES,AND UNDERWRITER CERTIFICATION

Early studies find that higher quality underwriters are associated with lower underpricing; however, more recent evidence suggests the opposite relation. By controlling for influences associated with the changing market structure of the underwriter industry, I provide a potential explanation for this conflict, that is, that higher quality underwriters do certify initial public offerings, resulting in lower underpricing. However, effects associated with increasing market shares tend to offset certification benefits, particularly for issues underwritten by the largest investment banks.     

Are mutual fund fees excessive?

There is a long running debate over whether competition in the mutual fund industry limits the ability of investment advisors to charge fees that are disproportionate to the services they provide. We posit that disproportionately high fees are prevalent in funds with multiple share classes and those with weak governance structures. Using a comprehensive sample of index mutual funds for the from 1998 to 2007, we find that internal governance mechanisms matter primarily for funds with relatively small share classes where investors often face increased search costs and/or restricted access to competitive mutual funds. Additionally, we find that funds managed by publicly held sponsors are associated with disproportionately higher fee spreads (about 28 basis points). The results are robust to the inclusion of board characteristics, share class structure, and investment objectives. Overall, our findings suggest that competition and agency considerations are important determinants in the pricing of mutual funds.     

TRADE SIZE AND INFORMED TRADING: WHICH TRADES ARE “BIG”?

We find adverse‐selection spread components increase sharply in the ratio of trade size to quoted depth, and spike when trade size equals quoted depth. We find that two previously documented and prominent indicators of informed trading, raw trade size and high‐trading volume half‐hours, offer almost no explanatory power for informed trading measures beyond trade size to quoted depth, and a third indicator, time of day, offers no explanatory power among trades with high trade size to quoted depth. Our results suggest trade size to quoted depth is perhaps the single most important indicator that a trade is informed.     

INSIDER TRADING,REGULATION, AND THE COMPONENTS OF THE BID–ASK SPREAD

In this article we investigate the relation between insider trading regulations and the bid–ask spread. We decompose the spread into its components before and after the enactment of strict new insider trading rules in New Zealand. We find that the enactment led to a significant decrease in the information asymmetry component of the spread, which is observed mainly in illiquid and high prechange information asymmetry companies. These findings are robust to model specification. In addition, we find a decrease in the contribution of information asymmetry to price volatility.     

Why do financial systems differ? History matters

We describe a dynamic model of financial intermediation in which fundamental characteristics of the economy imply a unique equilibrium path of bank and financial market lending. Yet we also show that economies whose fundamental characteristics have converged may continue to have very different financial structures. Because setting up financial markets is costly in our model, economies that emphasize bank lending are more likely to continue doing so in the future, all else equal.