I know there have been a variety of theories and conjecture over decades on the advantage of African runners. Theories like Africans run to school, run barefoot, etc etc. But most of these have been discounted. Like when asked of 20 elite african runners 14 said they walked or took the bus to school as a kid.
I'm certainly an amateur on the subject but had a theory that I can't find much research on and wanted to see if anyone has heard of the specific research.
Preface: 2 million years ago (plus or minus hundreds of thousands of years) homo erectus was coming on scene. Maybe the first primate to shed its hair. This allowed for running longer distances and a massive change in the ability to catch animals and this changed things a lot. Their speed didn't allow them to catch animals but their endurance. We still see this in some tribes today. They outlast their prey until they stop of heat exhaustion. Then kill them. Well, the idea here is that humans are the best long distance endurance animals on the planet! Bar none. This is in large part to our cooling systems. Most animals that can only run a short distance (cheetahs, etc etc) over heat really quickly. A lot of this adaptation (at least early on) can be attributed to the hair loss.
Humans have been evolving in different areas for millions of years now. Just compare the humans of the north compared to Africans of today. Northerners (Scandinavians) are larger, bigger boned, and hairy. Africans are slender, smaller boned and no hair. This is only a generalization of course but in general we can see this is true.
My theory is that a large component of the African advantage is that they produce less heat and they cool easier. Even small changes in the body structure might mean a few percent difference in heating and cooling. I've seen theories based on body size and muscle make-up and such but not much as it relates to body style and heat (or cooling ability).
I tried to find articles and studies but didn't find much. Here is one from 2004 that confirmed the heat generation part.
http://jap.physiology.org/content/96/1/124
As anyone seen any other data/studies on this body make-up as it relates to heat/cooling.