title: Risk Stratification for 4,837 Individuals with Knee Pain Who Receive Physical Therapy Treatment.
abstract: Risk stratification is a modelling method that is designed to target interventions toward patients with specific needs. The objective of the present study was to identify predictive characteristics related to patients with knee impairments who had a high risk of a bad prognosis (exceptional non-responders) as well as those who were at low risk of a bad prognosis (exceptional responders). A cohort of 4,837 patients with knee pain seen for physical therapy was retrospective analysed using univariate and multivariate multinomial regression analyses. Modelling was used to identify characteristics associated with those who were exceptional responders and those who were exceptional non-responders. Exceptional non-responders were significantly associated with older age, female gender, longer duration of symptoms, surgical history, lower functional status at baseline and a payer type. Exceptional responders were significantly associated with younger age, no previous surgical history, higher functional status at baseline and a payer type. Findings may be used for managing processes involving intensity of care service and in understanding probable prognoses for each patient. Future research should continue to examine variables predictive of treatment response in patients with knee pain. Copyright © 2016 John Wiley & Sons, Ltd.
authors.affiliation: Duke University, Durham, NC, USA.
authors.forename: Paul A
authors.initials: PA
authors.lastname: Salamh
authors.affiliation: Duke University, Durham, NC, USA.
authors.forename: Michael
authors.initials: M
authors.lastname: Reiman
authors.affiliation: Franklin Pierce University, Manchester, NH, USA.
authors.forename: Joshua
authors.initials: J
authors.lastname: Cleland
authors.affiliation: University of Colorado School of Medicine, Aurora, CO, USA.
authors.forename: Paul
authors.initials: P
authors.lastname: Mintken
authors.affiliation: OSF HealthCare Eastern Region, Pontiac, IL, USA.
authors.forename: Jason
authors.initials: J
authors.lastname: Rodeghero
authors.affiliation: Duke University, Durham, NC, USA.
authors.forename: Chad E
authors.initials: CE
authors.lastname: Cook
mesh_terms: D018771:Arthralgia / Q000628:therapy*; D005260:Female; D006801:Humans; D007719:Knee Joint; D008297:Male; D008875:Middle Aged; D026741:Physical Therapy Modalities; D011379:Prognosis; D012189:Retrospective Studies; D018570:Risk Assessment
keywords: Knee pain; physical therapy; risk stratification