If your ancestors moved several times, did they leave some children behind, either because the children married or because they died? One ancestor who moved from Michign to Iowa to Missouri left grown children in Michigan and Iowa, not to mention the children who were with him in Missouri.
Remember that the entire family might not have moved with the ancestor. Children who were "of age" might very well have stayed behind.