title: Mapping the 12-item multiple sclerosis walking scale to the EuroQol 5-dimension index measure in North American multiple sclerosis patients.
abstract: OBJECTIVE
  To map the 12-item Multiple Sclerosis Walking Scale (MSWS-12) onto the EuroQol 5-dimension (EQ-5D) health-utility index in multiple sclerosis (MS) patients participating in the North American Research Committee on Multiple Sclerosis (NARCOMS) registry.
  
  
  METHODS
  Cross-sectional MSWS-12 to EQ-5D cross-walking analysis.
  
  
  METHODS
  NARCOMS registry spring 2010 biannual update and supplemental survey.
  
  
  METHODS
  North American patients completing both the MSWS-12 and the EQ-5D randomly split into derivation and validation cohorts.
  
  
  METHODS
  Ordinary least squares regression was performed within the derivation cohort, with participants' EQ-5D as the dependent variable. Results of the MSWS-12 were input as independent variable(s) into six regression models. Model goodness-of-fit was subsequently assessed in the validation cohort using the mean absolute error (MAE), root mean square error (RMSE) and the adjusted R(2). The best performing model was refined in the entire cohort and utilised for additional analyses.
  
  
  RESULTS
  A total of 3505 NARCOMS participants were included. Their mean±SD EQ-5D and MSWS-12 scores were 0.74±0.18 and 50.8±33.5, respectively, and these assessments were found to be moderately correlated (r=-0.553, p<0.001). The model using all individual MSWS-12 item scores as independent variables was found to have the best fit (MAE=0.109±0.096, RMSE=0.145, adjusted R(2)=0.329). The percentage of EQ-5D estimates within 0.05 and 0.10 of the actual value were 30% and 61%, respectively. This mapping equation was more precise in patients with moderate mobility impairment (MAE=0.087±0.061 at patient-determined disease step (PDDS) of 3-6) and less precise in patients with no (MAE=0.141±0.128 at PDDS of 0-2) or severe mobility impairment (MAE=0.121±0.049 at PDDS ≥7).
  
  
  CONCLUSIONS
  The EQ-5D scores can be predicted using the MSWS-12 item scores with reasonable precision in North American patients with MS. Prediction estimates were more precise in patients with moderate mobility impairment.
authors.affiliation: Medical Affairs, Acorda Therapeutics, Ardsley, New York, USA.
authors.forename: Matthew F
authors.initials: MF
authors.lastname: Sidovar
authors.forename: Brendan L
authors.initials: BL
authors.lastname: Limone
authors.forename: Soyon
authors.initials: S
authors.lastname: Lee
authors.forename: Craig I
authors.initials: CI
authors.lastname: Coleman
keywords: Health Economics; Neurology; Statistics & Research methods