Agnes Shurr was born near Glenburn, North Dakota in 1915 and grew up on a farm. She followed in her mother’s footsteps and became a nurse after studying at St. Joseph’s Hospital School of Nursing in Minot. Agnes worked at a hospital in Rochester, Minnesota, but in 1928 decided to join the Navy to see the world and earn more money.