Although on a case by case basis for pneumonia, in vitro resistance does not correlate very well with in vivo failures, one can hypothesize that if bacterial pneumonia is a certain proportion of all pneumonia cases, the rise in clinical failures may be related to increasing antimicrobial resistance of S. pneumoniae and H. influenzae to amoxicillin.