Evaluation of the Structural Validity of the Work Instability Scale Using the Rasch Model
Ze Lu1,2, Joshua I Vincent2,3, Joy C MacDermid1,2,3
1School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada.
Archives of Rehabilitation Research and Clinical Translation
|March 29, 2021
Summary
Rasch analysis refined the Work Instability Scale (WIS-23) into a 20-item scale (WIS-20) for upper extremity disorders. The refined WIS-20 demonstrates improved measurement properties for assessing work-related upper extremity conditions.
Area of Science:
- Occupational Health
- Psychometrics
- Rehabilitation Medicine
Background:
- The Work Instability Scale (WIS-23) is used to assess work-related upper extremity disorders.
- Evaluating the psychometric properties of the WIS-23 is crucial for accurate patient assessment.
- Rasch analysis provides a robust method for examining measurement properties of scales.
Purpose of the Study:
- To apply Rasch analysis to evaluate and refine the measurement properties of the 23-item Work Instability Scale (WIS-23).
- To develop an improved version of the WIS for use in worker compensation claimants with upper extremity disorders.
Main Methods:
- Secondary data analysis of a cross-sectional study involving 392 patients with upper limb injuries.
- Application of Rasch analysis to the WIS-23 data.
- Iterative item removal and splitting to achieve model fit.
Main Results:
- The initial WIS-23 showed significant misfit with the Rasch model.
- After refinement, a 20-item scale (WIS-20) met all Rasch model assumptions, including unidimensionality and local independence.
- The refined scale demonstrated absence of differential item functioning across key demographic and clinical factors.
Conclusions:
- Rasch analysis successfully refined the WIS-23 into a 20-item WIS (WIS-WREUD) with superior measurement properties.
- The 20-item WIS-WREUD exhibits excellent item and person fit, unidimensionality, and local independence.
- The WIS-20 offers potential for improved assessment of work-related upper extremity disorders, warranting further longitudinal validation.
Keywords:
ArthritisDIF, differential item functioningICC, item characteristic curveLD, local dependencyOA, osteoarthritisOccupational healthPCA, principal component analysisPSI, person separation indexPresenteeismRA, rheumatoid arthritisRehabilitationWD, work disabilityWI, work instabilityWIS-23, Work Instability Scale 23-item versionWIS-WRUED, Work Instability Scale for work-related upper extremity disordersWorkWork performancerheumatoidMore Related Videos
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