High IO firms refer to firms with values of predicted Dedicated Ownership (Dedicated IO) and Quasi-indexer Ownership (Quasi-indexer IO), respectively, above (below) the sample median at the beginning of 2006. The predicted IO is estimated from the first-stage regression of our instrumental variable estimation as the following regression in 2006Q1.