A recent study published in The Journal of Applied Poultry Research has shown that floor eggs are less likely to be fertilized, and much more likely to be contaminated than scientists previously thought. The study also provides some best practices for improving the hatchability of floor eggs...
Why nest is best - A closer look at the problems with floor eggs.pdf