In the last school year alone, the 31 schools David Brennan’s White Hat Management operates in Ohio used more than $67 million from taxpayers to educate more than 9,000 children.

White Hat schools nationwide serve 25,000 students per year and have a staff of 1,300 full- and part-time employees. Terry Ryan of the nonprofit Thomas B. Fordham Foundation of Dayton, ...