Arne Duncan’s administration of the Education Department saw plenty of notable accomplishments: billions of new dollars for preschool, a rewrite of the country’s primary K-12 education law, and a record high school graduation rate. Yet for all he achieved in his seven years, Duncan said he’s disappointed to leave office without having made sufficient progress...