Following the outbreak of the First World War, Crichton volunteered for the New Zealand Military Forces and was sent to the Middle East with the New Zealand Expeditionary Force.
During the Hundred Days Offensive, on 30 September 1918, Crichton's platoon was trying to force a crossing of the Scheldt River, near Crèvecœur, when it came under machine-gun fire.