Columbia Center is a historic neighborhood of the city of Pataskala in Licking County, Ohio, United States. It lies slightly more than 1 mile west of Pataskala's downtown. Columbia Center was platted around 1850 when the railroad was extended to that point. A post office was established at Columbia Center in 1851, and remained in operation until 1907.