Do we have data from other cultures on this? Is makeup used to achieve the same effects in "all" cultures, especially ones that haven't been in contact with ours? Kinda hard to find new cultures to compare with, but descriptions from old time explorers etc should be useful.
Majority of Asian girls, be it Chinese, Japanese, Korean don't like to be tanned. Having light skin is seen as beautiful. I guess this could be related.