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Erschienen in: Quality of Life Research 6/2007

01.08.2007 | Original Paper

Differential item functioning impact in a modified version of the Roland–Morris Disability Questionnaire

verfasst von: Paul K. Crane, Karynsa Cetin, Karon F. Cook, Kurt Johnson, Richard Deyo, Dagmar Amtmann

Erschienen in: Quality of Life Research | Ausgabe 6/2007

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Abstract

Objective

To evaluate a modified version of the Roland–Morris Disability Questionnaire for differential item functioning (DIF) related to several covariates.

Background

DIF occurs in an item when, after controlling for the underlying trait measured by the test, the probability of endorsing the item varies across groups.

Methods

Secondary data analysis of two studies of participants with back pain (total n = 875). We used a hybrid item response theory/ logistic regression approach for detecting DIF. We obtained scores that accounted for DIF. We evaluated the impact of DIF on individual and group scores, and compared scores that ignored or accounted for DIF in terms of the strength of association with SF-36 subscale scores.

Results

DIF was found in 18/23 items. Salient scale-level differential functioning was found related to age, education, and employment. Overall 24 participants (3%) had salient scale-level differential functioning. Mean scores across demographic groups differed minimally when accounting for DIF. The strength of association of scores with SF-36 scores was similar for scores that ignored and scores that accounted for DIF.

Conclusions

The modified version of the Roland–Morris Disability Questionnaire appears to have largely negligible DIF related to the covariates assessed here.
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Literatur
1.
Zurück zum Zitat Camilli, G., & Shepard, L. A. (1994). Methods for identifying biased test items. Thousand Oaks: Sage. Camilli, G., & Shepard, L. A. (1994). Methods for identifying biased test items. Thousand Oaks: Sage.
2.
Zurück zum Zitat Holland, P. W., & Wainer, H. (Eds.) (1993). Differential item functioning. Hillsdale, NJ: Erlbaum. Holland, P. W., & Wainer, H. (Eds.) (1993). Differential item functioning. Hillsdale, NJ: Erlbaum.
3.
Zurück zum Zitat Millsap, R. E., & Everson, H. T. (1993). Methodology review: Statistical approaches for assessing measurement bias. Applied Psychological Measurement, 17, 297–334.CrossRef Millsap, R. E., & Everson, H. T. (1993). Methodology review: Statistical approaches for assessing measurement bias. Applied Psychological Measurement, 17, 297–334.CrossRef
4.
Zurück zum Zitat Roland, M., & Morris, R. (1983). A study of the natural history of back pain. Part I: Development of a reliable and sensitive measure of disability in low-back pain. Spine, 8, 141–144.PubMedCrossRef Roland, M., & Morris, R. (1983). A study of the natural history of back pain. Part I: Development of a reliable and sensitive measure of disability in low-back pain. Spine, 8, 141–144.PubMedCrossRef
5.
Zurück zum Zitat Bergner, M., Bobbitt, R. A., Carter, W. B., & Gilson, B. S. (1981). The sickness impact profile: Development and final revision of a health status measure. Medical Care, 19, 787–805.PubMedCrossRef Bergner, M., Bobbitt, R. A., Carter, W. B., & Gilson, B. S. (1981). The sickness impact profile: Development and final revision of a health status measure. Medical Care, 19, 787–805.PubMedCrossRef
6.
Zurück zum Zitat Patrick, D. L., Deyo, R. A., Atlas, S. J., Singer, D. E., Chapin, A., & Keller, R. B. (1995). Assessing health-related quality of life in patients with sciatica. Spine, 20, 1899–1908; discussion 1909.PubMedCrossRef Patrick, D. L., Deyo, R. A., Atlas, S. J., Singer, D. E., Chapin, A., & Keller, R. B. (1995). Assessing health-related quality of life in patients with sciatica. Spine, 20, 1899–1908; discussion 1909.PubMedCrossRef
7.
Zurück zum Zitat Kucukdeveci, A. A., Tennant, A., Elhan, A. H., & Niyazoglu, H. (2001). Validation of the Turkish version of the Roland–Morris disability questionnaire for use in low back pain. Spine, 26, 2738–2743.PubMedCrossRef Kucukdeveci, A. A., Tennant, A., Elhan, A. H., & Niyazoglu, H. (2001). Validation of the Turkish version of the Roland–Morris disability questionnaire for use in low back pain. Spine, 26, 2738–2743.PubMedCrossRef
8.
Zurück zum Zitat Pietrobon, R., Taylor, M., Guller, U., Higgins, L. D., Jacobs, D. O., & Carey, T. (2004). Predicting gender differences as latent variables: Summed scores, and individual item responses: A methods case study. Health and Quality of Life Outcomes, 2, 59.PubMedCrossRef Pietrobon, R., Taylor, M., Guller, U., Higgins, L. D., Jacobs, D. O., & Carey, T. (2004). Predicting gender differences as latent variables: Summed scores, and individual item responses: A methods case study. Health and Quality of Life Outcomes, 2, 59.PubMedCrossRef
9.
Zurück zum Zitat Deyo, R. A., Mirza, S. K., Heagerty, P. J., Turner, J. A., & Martin, B. I. (2005). A prospective cohort study of surgical treatment for back pain with degenerated discs; study protocol. BMC Musculoskeletal Disorder, 6, 24.CrossRef Deyo, R. A., Mirza, S. K., Heagerty, P. J., Turner, J. A., & Martin, B. I. (2005). A prospective cohort study of surgical treatment for back pain with degenerated discs; study protocol. BMC Musculoskeletal Disorder, 6, 24.CrossRef
10.
Zurück zum Zitat Jarvik, J. G., Hollingworth, W., Martin, B., Emerson, S. S., Gray, D. T, Overman, S., Robinson, D., Staiger, T., Wessbecher, F., Sullivan, S. D., Kreuter, W., & Deyo, R. A. (2003). Rapid magnetic resonance imaging vs radiographs for patients with low back pain: A randomized controlled trial. JAMA, 289, 2810–2818.PubMedCrossRef Jarvik, J. G., Hollingworth, W., Martin, B., Emerson, S. S., Gray, D. T, Overman, S., Robinson, D., Staiger, T., Wessbecher, F., Sullivan, S. D., Kreuter, W., & Deyo, R. A. (2003). Rapid magnetic resonance imaging vs radiographs for patients with low back pain: A randomized controlled trial. JAMA, 289, 2810–2818.PubMedCrossRef
12.
Zurück zum Zitat StataCorp (2003). Stata statistical software: Release 8.0. College Station, TX: Stata Corporation. StataCorp (2003). Stata statistical software: Release 8.0. College Station, TX: Stata Corporation.
13.
Zurück zum Zitat Muraki, E., & Bock, D. (2003). PARSCALE for Windows version 4.1. Chicago: SSI. Muraki, E., & Bock, D. (2003). PARSCALE for Windows version 4.1. Chicago: SSI.
14.
Zurück zum Zitat Crane, P. K., Hart, D. L., Gibbons, L. E., & Cook, K. F. (2006). A 37-item shoulder functional status item pool had negligible differential item functioning. Journal of Clinical Epidemiology, 59, 478–484.PubMedCrossRef Crane, P. K., Hart, D. L., Gibbons, L. E., & Cook, K. F. (2006). A 37-item shoulder functional status item pool had negligible differential item functioning. Journal of Clinical Epidemiology, 59, 478–484.PubMedCrossRef
15.
Zurück zum Zitat Crane, P. K., Gibbons, L. E., Jolley, L., & van Belle, G. (2006). Differential item functioning analysis with ordinal logistic regression techniques: DIFdetect and difwithpar. Medical Care, 44, S115–S123.PubMedCrossRef Crane, P. K., Gibbons, L. E., Jolley, L., & van Belle, G. (2006). Differential item functioning analysis with ordinal logistic regression techniques: DIFdetect and difwithpar. Medical Care, 44, S115–S123.PubMedCrossRef
16.
Zurück zum Zitat Crane, P. K., Gibbons, L. E., Narasimhalu, K., Lai, J. S., & Cella, D. (2007). Rapid detection of differential item functioning in assessments of health-related quality of life: The functional assessment of cancer therapy. Quality of Life Research, 16, 101–114.PubMedCrossRef Crane, P. K., Gibbons, L. E., Narasimhalu, K., Lai, J. S., & Cella, D. (2007). Rapid detection of differential item functioning in assessments of health-related quality of life: The functional assessment of cancer therapy. Quality of Life Research, 16, 101–114.PubMedCrossRef
17.
Zurück zum Zitat Crane, P. K., van Belle, G., & Larson, E. B. (2004). Test bias in a cognitive test: differential item functioning in the CASI. Statistics in Medicine, 23, 241–256.PubMedCrossRef Crane, P. K., van Belle, G., & Larson, E. B. (2004). Test bias in a cognitive test: differential item functioning in the CASI. Statistics in Medicine, 23, 241–256.PubMedCrossRef
18.
Zurück zum Zitat Crane, P. K., Gibbons, L. E., Ocepek-Welikson, K., Cook, K., Cella, D., Narasimhalu, K., Hays, R., & Teresi, J. (2007). A Comparison of three sets of criteria for determining the presence of differential item functioning using ordinal logistic regression. Quality of Life Research (in press). Crane, P. K., Gibbons, L. E., Ocepek-Welikson, K., Cook, K., Cella, D., Narasimhalu, K., Hays, R., & Teresi, J. (2007). A Comparison of three sets of criteria for determining the presence of differential item functioning using ordinal logistic regression. Quality of Life Research (in press).
19.
Zurück zum Zitat Crane, P. K. (2006). Commentary on comparing translations of the EORTC QLQ-C30 using differential item functioning analyses. Quality of Life Research, 15, 1117–1118.CrossRef Crane, P. K. (2006). Commentary on comparing translations of the EORTC QLQ-C30 using differential item functioning analyses. Quality of Life Research, 15, 1117–1118.CrossRef
20.
Zurück zum Zitat Perkins, A. J., Stump, T. E., Monahan, P. O., & McHorney, C. A. (2006). Assessment of differential item functioning for demographic comparisons in the MOS SF-36 health survey. Quality of Life Research, 15, 331–348.PubMedCrossRef Perkins, A. J., Stump, T. E., Monahan, P. O., & McHorney, C. A. (2006). Assessment of differential item functioning for demographic comparisons in the MOS SF-36 health survey. Quality of Life Research, 15, 331–348.PubMedCrossRef
21.
Zurück zum Zitat Maldonado, G., & Greenland, S. (1993). Simulation study of confounder-selection strategies. American Journal of Epidemiology, 138, 923–936.PubMed Maldonado, G., & Greenland, S. (1993). Simulation study of confounder-selection strategies. American Journal of Epidemiology, 138, 923–936.PubMed
Metadaten
Titel
Differential item functioning impact in a modified version of the Roland–Morris Disability Questionnaire
verfasst von
Paul K. Crane
Karynsa Cetin
Karon F. Cook
Kurt Johnson
Richard Deyo
Dagmar Amtmann
Publikationsdatum
01.08.2007
Verlag
Springer Netherlands
Erschienen in
Quality of Life Research / Ausgabe 6/2007
Print ISSN: 0962-9343
Elektronische ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-007-9200-x

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