Tuition discounting may be losing its effectiveness as a way of luring students to colleges, a survey of 400 private institutions by the National Association of College and University Business Officers has found.

The survey, conducted last fall, collected final data for the 2010-11 academic year and preliminary data for the current year. It found that institutional discount rates - the share of gross undergraduate tuition and fee revenue given back...