In June 1934, Congressman Fitzgerald purchased a Dayton-area farm from Frederick B. Patterson, president of National Cash Register Corp. The farm was 133 acres located on Rural Road 11, one and a half miles south of Alexandersville, and three miles (5 km) east of Miamisburg.