The Nasdaq market came under intense pressure from regulators and class-act
ion lawsuits following allegations of tacit collusion by Christie and Schul
tz (1994). This article examines the changes in transaction costs on the Na
sdaq from January 1993 through June 1996 using 16 million trades in 30 stoc
ks. Effective spreads cannot be estimated during 1995 and 1996 because time
-stamps of trades and quotes cannot be matched. However, the autocovariance
spread estimator of Roll (1984) works well with intraday data over this pe
riod. This spread estimator reveals that trading costs declined significant
ly for 29 of the 30 stocks over 1993-1996.