Measurement invariance of the PROMIS pain interference item bank across community and clinical samples
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- Kim, J., Chung, H., Amtmann, D. et al. Qual Life Res (2013) 22: 501. doi:10.1007/s11136-012-0191-x
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This study examined the measurement invariance of responses to the patient-reported outcomes measurement information system (PROMIS) pain interference (PI) item bank. The original PROMIS calibration sample (Wave I) was augmented with a sample of persons recruited from the American Chronic Pain Association (ACPA) to increase the number of participants reporting higher levels of pain. Establishing measurement invariance of an item bank is essential for the valid interpretation of group differences in the latent concept being measured.
Multi-group confirmatory factor analysis (MG-CFA) was used to evaluate successive levels of measurement invariance: configural, metric, and scalar invariance.
Support was found for configural and metric invariance of the PROMIS-PI, but not for scalar invariance.
Conclusions and recommendations
Based on our results of MG-CFA, we recommend retaining the original parameter estimates obtained by combining the community sample of Wave I and ACPA participants. Future studies should extend this study by examining measurement equivalence in an item response theory framework such as differential item functioning analysis.
KeywordsFactor analysis Pain interference Pain measurement Patient outcome measures Psychometrics
American Chronic Pain Association
Confirmatory factor analysis
Item response theory
Multi-group confirmatory factor analysis
Patient-Reported Outcomes Measurement Information System