MASON CITY, Iowa—Manufacturers in northern Iowa are begging Terry Schumaker for freshly trained workers for their factories. The problem is he doesn’t have enough students to train.

“It’s not like we have the people beating down our door to apply,” said Mr. Schumaker, a dean at the North Iowa Area Community College in Mason City.

It is a problem...