For the average professor, a student whose notebook is full of miscellaneous papers, magazine clippings, grocery lists, foil, dryer lint or playing cards doesn’t seem like an effective use of space.

A one-on-one reading tutor works with a student at 95th Street School in Milwaukee. A renewed focus on literacy across the public school district and the city is backed by tutoring groups, the new ...