If you can't have an experiment, do the best you can with whatever data you can gather, but do be very skeptical of historical data and subject them to all the logical tests you can think of.
Statistics: A Guide to the Unknown (1972) by J.M. Tanur, Statistics, Sports, and Some Other Things, p. 195