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Facing federal and state pressure to raise retention and graduation rates, dozens of colleges and universities are developing analytics tools to help students make better decisions about everything from courses to social activities.

Purdue University has notified its 7,300 incoming freshman about a new web application that could help them better acclimate to life on campus. Administrators at the West Lafayette, Ind., school view the software as a critical tool for an institution whose graduation rate hovers at around 50 percent.