Aged ; Aged, 80 and over ; Anti-Bacterial Agents/therapeutic use* ; Area Under Curve ; Chi-Square Distribution ; Cross Infection/diagnosis ; Cross Infection/drug therapy* ; Cross Infection/microbiology* ; Cross Infection/transmission ; Decision Support Techniques* ; Drug Resistance, Bacterial* ; Female ; Humans ; Inpatients* ; Logistic Models ; Male ; Microbial Sensitivity Tests ; Middle Aged ; Multivariate Analysis ; Pneumonia, Bacterial/diagnosis ; Pneumonia, Bacterial/drug therapy* ; Pneumonia, Bacterial/microbiology* ; Pneumonia, Bacterial/transmission ; Predictive Value of Tests ; ROC Curve ; Reproducibility of Results ; Retrospective Studies ; Risk Assessment ; Risk Factors ; Treatment Failure ; Unnecessary Procedures
Keywords
health care ; prediction ; risk scoring
Abstract
BACKGROUND: Health care-associated pneumonia (HCAP) affects a heterogeneous group of patients in frequent contact with health care systems. However, HCAP criteria poorly predict infection with drug-resistant (DR) pathogens.
OBJECTIVE: To validate our previously reported risk-scoring model (predictive of DR pathogen infection) in patients admitted to hospital with pneumonia.
DESIGN: We evaluated 580 patients admitted with culture-positive bacterial pneumonia. We identified risk factors, evaluated the risk-scoring model's capacity to predict infection by DR pathogens and compared the model's diagnostic accuracy with that of current HCAP criteria.
RESULTS: DR pathogens were observed in 227/580 patients (39.1%). Of 269 HCAP patients, 153 (56.9%) were infected with DR pathogens. Overtreatment was more common in HCAP than in community-acquired pneumonia (58.7% vs. 41.2%, P < 0.001). Recent hospitalisation, admission from a long-term care facility, recent antibiotic treatment and tube feeding were independently associated with DR pathogens. For pathogen prediction, the risk-scoring model showed better diagnostic accuracy than HCAP criteria (area under receiver operating-characteristic curve = 0.723 vs. 0.673, P < 0.001).
CONCLUSION: According to current HCAP criteria, half of the HCAP patients were treated unnecessarily with broad-spectrum antibiotics. Risk scoring by stratifying risk factors could improve the identification of patients likely to be infected with DR pathogens.