Variables and measurement: Antibiotic use will be defined as initial use of any antibiotic, immediately after diagnosis. Treatment failure will be defined as persistence of fever after 2 days, or tachypnea or diminishing in respiratory rate less than 5 bpm. after 2 days, or signs of severe pneumonia or requiring or changing antibiotics at any time.