The data was gathered by the Mackinac Center for Public Policy. The Mackinac Center for Public Policy is a nonprofit research and educational institute.
Changes in total pay can be explained by changes in rate of pay, position, or total time worked.
Traverse Bay Area Intermediate School District employee Amiann Ranger's receives 6.9% less pay in 2018
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