Consider the source of queens in your colonies. The genetic traits of the queen can influence the strength and survivability of your colony.
Check out this short video on our “Sister” SARE project- http://www.nesare.org/Dig-Deeper/Pictures-Stories-and-Video/Video-vault/Winter-hardy-bees
More of our SARE work and other similar studies can be found here: