Civilian casualty ratio
Some 7 million combatants on both sides are estimated to have died during World War I, along with an estimated 10 million non-combatants, including 6.6 million civilians. The civilian casualty ratio in this estimate would be about 59%. Boris Urlanis notes a lack of data on civilian losses in the Ottoman Empire, but estimates 8.6 million military killed and dead and 6 million civilians killed and dead in the other warring countries. The civilian casualty ratio in this estimate would be about 42%. Most of the civilian fatalities were due to famine, typhus, or Spanish flu rather than combat action. The relatively low ratio of civilian casualties in this war is due to the fact that the front lines on the main battlefront, the Western Front, were static for most of the war, so that civilians were able to avoid the combat zones.
Ottoman casualties of World War I
Among the 5 million, 771,844 were military casualties killed in action and other causes. The military only covers 15% of the total casualties. The main question is what happened to 85% (spread over all millets) of the casualties, which is more but not less than 4,000,000. Ottoman statistics analyzed by Turkish Kamer Kasim (Manchester University, Ph.D.), claims that cumulative percentage was 26.9% (higher than 25% reported by western sources) of the population, which this size stands out among the countries that took part in World War I. To understand the size of the issue, Kamer Kasım's %1.9 increase on the totals adds 399,000 civilians to the total number, which has not been reported in western sources.