This "fact" is incorrect and leads to a dangerous miseducation of lay people.

In reality there are active and passive drowning victims. Not all drowning victims go through the active drowning stage, particularly infants and toddlers. Those who are passively drowning are in more immediate danger because they typically will aspirate water immediately. However, active drowning is still an emergency.