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Utilizing Rasch measurement models to develop a computer adaptive self-report of walking, climbing, and running

  • Craig A. Velozo
    ,
  • Ying Wang
    ,
  • Leigh Ann Lehman
    ,
  • Jia Hwa Wang
Scholary Output:
Contribution to journal
Article
Peer-review

Abstract

Purpose. The purpose of this paper is to show how the Rasch model can be used to develop a computer adaptive self-report of walking, climbing, and running. Method. Our instrument development work on the walking/climbing/running construct of the ICF Activity Measure was used to show how to develop a computer adaptive test (CAT). Fit of the items to the Rasch model and validation of the item difficulty hierarchy was accomplished using Winsteps software. Standard error was used as a stopping rule for the CAT. Finally, person abilities were connected to items difficulties using Rasch analysis 'maps'. Results. All but the walking one mile item fit the Rasch measurement model. A CAT was developed which selectively presented items based on the last calibrated person ability measure and was designed to stop when standard error decreased to a pre-set criterion. Finally, person ability measures were connected to the ability to perform specific walking/ climbing/running activities using Rasch maps. Conclusions. Rasch measurement models can be useful in developing CAT measures for rehabilitation and disability. In addition to CATs reducing respondent burden, the connection of person measures to item difficulties may be important for the clinical interpretation of measures.

Publication Information

Output type

Scholary Output:
Contribution to journal
Article
Peer-review

Original language

English (US)

Pages from-to (Number of pages)

Pages 458-467 (10 pages)

Journal (Volume, Issue Number)

Disability and Rehabilitation (Volume 30, Issue 6)

Publication milestones

  • Published - 2008

Publication status

Published - 2008

ISSN

0963-8288

Publication IDs

  • Scopus: 39749164428
  • PubMed: 18297500

Publication metrics

Metrics

Fractional count
1
Fractional count
0.25
Fractional count
3
Fractional count
0.75
Fractional count
1
Fractional count
1
SciVal
FWCI
1.01
SciVal
Author count
4
SciVal
citations
17
SciVal
Paper percentile
71
Scopus
citations

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Captures
43
Citation count
20

Funding Details

1Rehabilitation Outcomes Research Center, Department of Veterans Affairs Medical Center, Florida, 2Department of Occupational Therapy, College of Public Health and Health Professions, University of Florida, 3Sensory Motor Performance Program, Rehabilitation Institute of Chicago, and 4Rehabilitation Science Doctoral Program, College of Public Health and Health Professions, University of Florida, Gainesville, Florida, USA
FundersFunding numbers
4Rehabilitation Science Doctoral Program
-
Rehabilitation Institute of Chicago
-
Center for Integrated Healthcare, U.S. Department of Veterans Affairs
-
University of Southern Florida
-
College of Health Professions, Towson University
-