Before revision:  We show that, during the outbreak of a disease, segregating people that are against vaccination from the rest of the population decreases the speed of recovery and may increase the number of cases .
After revision:  We show that, during the outbreak of a disease, segregating people that are against vaccination from the rest of the population decreases the speed of recovery . Hence, it may increase the number of cases .