Maybe the head of the family was awarded land for his Civil War service. Maybe land was cheaper there and they could get more land for their money. Maybe one family member made the move and wrote to the rest about what a good place it was.
The Cooper County Historical Society, www.facebook.com/CooperCountyHistoricalSociety/
might know more. Successful Searching!