As we begin to exercise, there is a period of time where the body’s oxygen demand is greater than the supply of oxygen. The cardio-respiratory system cannot act quickly enough to satisfy 02 demand. This results in an oxygen deficit. The amount by which the 02 supply fails to meet the demand represents the oxygen deficit. Whilst the deficit continues, the body must obtain ATP resynthesis through the anaerobic systems.
This deficit would be greater in the 800m as they are working for longer (200m over before the aerobic system becomes dominant at 75 seconds) and anaerobic systems are still contributing throughout the race but at a lesser extent.
So pretty much, the longer the activity, the greater the oxygen deficit. Especially 800m as it is a max race, even though they aren't working anaerobically the whole time, its still a full on race.
Hope this clears things up...