Surgical Risk Calculator

Postoperative Pneumonia (POP) Risk Calculator

This tool supports clinical judgment and does not replace it.

Everything is calculated in your browser. Nothing you enter is sent anywhere or saved.

Estimates the risk of pneumonia after surgery.

For peripheral vascular procedures, this page uses the published value, −0.4519. The original spreadsheet had a sign typo there, +0.4519, so it is no longer offered.

Age in years, 1 to 100
COPD GOLD stage 2-4 COPD
Functional status
Smoking Smoking within the year prior to surgery

About this model

  • Built from 211,410 patients in the 2007 American College of Surgeons National Surgical Quality Improvement Program (NSQIP), and validated on 257,385 patients in the 2008 data.
  • 3,825 patients (1.8%) developed postoperative pneumonia in the 2007 data.
  • C statistic 0.860 in training and 0.855 in validation.

Citation

Gupta H, Gupta PK, Schuller D, Fang X, Miller WJ, Modrykamien A, Wichman TO, Morrow LE. Development and validation of a risk calculator for predicting postoperative pneumonia. Mayo Clin Proc. 2013;88(11):1241-9. doi:10.1016/j.mayocp.2013.06.027 · PubMed 24182703

For questions or comments, please email admin@surgicalriskcalculator.com. Please do not include patient information.