Klebsiella pneumoniae is an important causative bacterium of aspiration pneumonia in many elderly patients. We retrospectively investigated the clinical effects of the early treatment of aspiration pneumonia and background factors in 24 patients from whom Klebsiella pneumoniae was isolated. Sulbactam/ampicillin (SBT/ABPC) was selected for early treatment in 12 of the 24 patients diagnosed with aspiration pneumonia, and tazobactam/piperacillin (TAZ/PIPC) was selected for the other patients. The effective rates and success rates of early treatment were significantly higher in the TAZ/PIPC group than in the SBT/ABPC group (p = 0.003 and 0.027, respectively). Although no significant difference was noted because of the limited number of cases, the survival rates after 30 days were 91.7 and 58.3 % in the TAZ/PIPC and SBT/ABPC groups, respectively. Several bacteria isolated with Klebsiella pneumoniae were resistant bacteria, such as methicillin-resistant Staphylococcus aureus or Pseudomonas aeruginosa, and no anaerobe or extended-spectrum β-lactamase-producing Klebsiella pneumoniae was isolated. Thirteen and 11 of the 24 cases were classified as healthcare-associated pneumonia (HCAP) and hospital-acquired pneumonia (HAP), respectively, with no case classified as community-acquired pneumonia (CAP). As population aging progresses, the frequency of aspiration pneumonia classified as HCAP will increase. To cover anaerobes, it is necessary to select antibacterial drugs, such as TAZ/PIPC, for early treatment in consideration of resistant gram-negative bacteria to improve the outcome, and not drugs with weak activity against these bacteria.