Skip Navigation LinksHome > January 2012 - Volume 20 - Issue 1 > A Multivariable Model to Classify Methicillin-Resistant Stap...
Infectious Diseases in Clinical Practice:
doi: 10.1097/IPC.0b013e31823c49b6
Original Articles

A Multivariable Model to Classify Methicillin-Resistant Staphylococcus aureus Infections as Health Care or Community Associated

Sievert, Dawn M. PhD, MS*†; Boulton, Matthew L. MD, MPH*; Wilson, Mark L. ScD*; Wilkins, Melinda J. DVM, PhD, MPH; Gillespie, Brenda W. PhD*

Collapse Box


Background: Methicillin-resistant Staphylococcus aureus (MRSA) infections are often defined as health care (HA) or community-associated (CA) using common classification schemes involving health care risk factor, infection type, susceptibility pattern, or molecular typing. This investigation compared pulsed-field gel electrophoresis (PFGE) molecular typing results (dichotomized as HA or CA) with our new MRSA infection classification method. The goal was to develop an improved predictive model for PFGE-type based primarily on the other 3 classification variables.

Methods: Methicillin-resistant S. aureus infections reported to the Michigan Department of Community Health from October 2004 to December 2005 were analyzed. Patients’ demographics, risk factors, infection information, and susceptibility results were collected for 2151 cases. A subset of 244 MRSA infections with available PFGE results was analyzed. Results of logistic regression are presented using a receiver operating characteristic curve analysis.

Results: The multivariable models predicted the PFGE classification as HA or CA (Max-rescaled R2 = 61%) better than health care risk factor, infection type, or susceptibility pattern alone (max-rescaled R2 = 21%, 34%, and 46%, respectively). The best model included infection type, susceptibility pattern, age, and hospitalized during infection.

Conclusions: This model provides a simpler, more accurate prediction of HA or CA status, thus enhancing efforts to control MRSA infections.

© 2012 Lippincott Williams & Wilkins, Inc.

Article Tools


Article Level Metrics

Search for Similar Articles
You may search for similar articles that contain these same keywords or you may modify the keyword list to augment your search.