To test the hypothesis that chronic underlying illnesses contributed to increasing pneumonia hospitalization rates, we examined other discharge code diagnoses among patients hospitalized with pneumonia as the first-listed diagnosis. Comorbid diagnoses were classified into the following categories: chronic cardiac disease (ICD-9-CM codes 093, 391-398, 402, 404, 410-414, 416, 417, 421, 423-425, 427.1-427.5, 427.8, 428, 429, 440, 466, 745-747, V421, V450, V458.1, V458.2, 130.3, 112.81), chronic pulmonary disease (ICD-9-CM codes 011, 012, 031.0, 135, 277.0, 277.6, 491-496, 500-506, 507.0, 507.1, 508, 510, 513-519, 748.4-748.6, 7593, 770.2, 770.7, V426), diabetes mellitus (ICD-9-CM codes 250, 251, 648.0, 357.2, 362.0, 362.11, 366.11), neuro/musculoskeletal (ICD-9-CM codes 290, 294.1, 318.1, 318.2, 330, 331, 333.0, 333.4-333.9, 334, 335, 340-343, 344.0, 358.0, 358.1, 359.1, 359.2, 438, 756.4), malignancies (ICD-9-CM codes 140-208), chronic renal disease (ICD-9-CM codes 403, 581-583, 585-587, 588.0, 588.1, 590.0, 593.8, V420,V451, V56), immunosuppressive (ICD-9-CM codes 042-044, 079.5, 136.3, 279, 288.0, 288.1, 288.2, 446, 710.0, 710.2, 710.4, 714, V08, V420-V422, V426-V429, V580, V581), hemoglobinopathies (ICD-9-CM codes 282-284), liver disease (ICD-9-CM codes 571, 572.1-572.8), metabolic diseases (ICD-9-CM codes 255, 270, 271, 277.2, 277.3, 277.5, 277.8), and obesity (ICD-9-CM codes 278.00, 278.01).