Generally speaking, a population has reached herd immunity when each infected person passes a virus to no more than one other person, on average, said Dr. Jon Samet, dean of the Colorado School of Public Health. Under those circumstances, an epidemic will peter out, though some people still will get sick after reaching the herd immunity threshold, he said.