“…We further analyzed the cross-sectional idiosyncratic attributes of trading activity, competition, and information structure documented in McInish and Van Ness (2002) and Ascioglu, Comerton-Forde, and McInish (2010) using regression analysis on the effect of reduced tick size as follows: George, Kaul, and Nimalendran (1991); HS represents Huang and Stoll (1997); and MRR represents Madhavan, Richardson, and Roomans (1997). The percentage changes in the time-series average order-processing component are regressed on the ratio of the new tick size to the original tick size (Ratio), the natural log of the time-series average stock price (LogPrice pre ), the natural log of the time-series average daily number of trades (LogANumtrade pre ), the natural log of the time-series average daily mean trade size (LogATrsize pre ), the inverse of the time-series average standard deviation of returns (1/stdev pre ), and the natural log of turnover (LogTurnover pre ), which were all estimated using data from the 3 months prior to the tick-size conversion.…”