There are many different things that can cause an egg to not start development, not just a rooster’s attention. How and how long it is stored, too hot, too cold, if it is shaken up, health and nutrition of the parent flock, many things.
There are many different things that can cause an egg to die at any stage of development. It is often very hard to tell exactly what the problem was. As an example, if the eggs fully developed but did not pip the humidity may have been too high. You get a big soft chick that may not be able to turn to position itself for hatch. If the humidity is too low, they can be shrink-wrapped even if you did not open the incubator during lockdown. If the average incubating temperature is too low, they may not have developed enough to hatch. If you do not have good air exchange, they may suffocate because the developing chick needs fresh air to breathe, the more they develop the more fresh air they need. They breathe through the porous shell. Improper turning in the early stages of incubation can cause a chick to fully develop but not hatch. Eggs incubated pointy side up instead of down can keep chicks from internal pip. A temperature spike at this point is much more likely to be a problem than a big temperature drop. At this stage the chicks are producing a lot of heat on their own and can handle some cooler temperatures.
I highly recommend opening the unhatched eggs to try to figure out what the problem might be. Sometimes you can narrow it down pretty well, but sometimes you still won’t know for sure. It’s the best you can do. I like the Illinois link best, but maybe these can help you interpret what you see.
Mississippi State Incubation Troubleshooting
http://msucares.com/poultry/reproductions/trouble.html
Illinois Incubation troubleshooting
http://urbanext.illinois.edu/eggs/res24-00.html
Good luck figuring it out.
8 out of 48. That's a little high for clears. The commercial hatcheries normally get about 5% clears. They also normally get around 5% that develop but don’t hatch. 90% of the eggs that go in normally produce chicks. Sometimes I beat those rates but often I don’t. Each hatch is unique.