WASHINGTON—A judge on Wednesday sentenced former Rep. Jesse Jackson Jr. to 2½ years in prison for treating his campaign fund like a "personal piggy bank," siphoning $750,000 over the years to pay for personal items such as spa treatments and televisions.

Mr. Jackson's wife, Sandi Jackson, a former Chicago alderman, was sentenced to a year in prison for her role in the scheme.

The...