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Exploring differential item functioning in the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC)
BACKGROUND: The Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) is a widely used patient reported outcome in osteoarthritis. An important, but frequently overlooked, aspect of validating health outcome measures is to establish if items exhibit differential item functioning (DI...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3582585/ https://www.ncbi.nlm.nih.gov/pubmed/23273389 http://dx.doi.org/10.1186/1471-2474-13-265 |
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author | Pollard, Beth Johnston, Marie Dixon, Diane |
author_facet | Pollard, Beth Johnston, Marie Dixon, Diane |
author_sort | Pollard, Beth |
collection | PubMed |
description | BACKGROUND: The Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) is a widely used patient reported outcome in osteoarthritis. An important, but frequently overlooked, aspect of validating health outcome measures is to establish if items exhibit differential item functioning (DIF). That is, if respondents have the same underlying level of an attribute, does the item give the same score in different subgroups or is it biased towards one subgroup or another. The aim of the study was to explore DIF in the Likert format WOMAC for the first time in a UK osteoarthritis population with respect to demographic, social, clinical and psychological factors. METHODS: The sample comprised a community sample of 763 people with osteoarthritis who participated in the Somerset and Avon Survey of Health. The WOMAC was explored for DIF by gender, age, social deprivation, social class, employment status, distress, body mass index and clinical factors. Ordinal regression models were used to identify DIF items. RESULTS: After adjusting for age, two items were identified for the physical functioning subscale as having DIF with age identified as the DIF factor for 2 items, gender for 1 item and body mass index for 1 item. For the WOMAC pain subscale, for people with hip osteoarthritis one item was identified with age-related DIF. The impact of the DIF items rarely had a significant effect on the conclusions of group comparisons. CONCLUSIONS: Overall, the WOMAC performed well with only a small number of DIF items identified. However, as DIF items were identified in for the WOMAC physical functioning subscale it would be advisable to analyse data taking into account the possible impact of the DIF items when weight, gender or especially age effects, are the focus of interest in UK-based osteoarthritis studies. Similarly for the WOMAC pain subscale in people with hip osteoarthritis it would be worthwhile to analyse data taking into account the possible impact of the DIF item when age comparisons are of primary interest. |
format | Online Article Text |
id | pubmed-3582585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-35825852013-02-27 Exploring differential item functioning in the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) Pollard, Beth Johnston, Marie Dixon, Diane BMC Musculoskelet Disord Research Article BACKGROUND: The Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) is a widely used patient reported outcome in osteoarthritis. An important, but frequently overlooked, aspect of validating health outcome measures is to establish if items exhibit differential item functioning (DIF). That is, if respondents have the same underlying level of an attribute, does the item give the same score in different subgroups or is it biased towards one subgroup or another. The aim of the study was to explore DIF in the Likert format WOMAC for the first time in a UK osteoarthritis population with respect to demographic, social, clinical and psychological factors. METHODS: The sample comprised a community sample of 763 people with osteoarthritis who participated in the Somerset and Avon Survey of Health. The WOMAC was explored for DIF by gender, age, social deprivation, social class, employment status, distress, body mass index and clinical factors. Ordinal regression models were used to identify DIF items. RESULTS: After adjusting for age, two items were identified for the physical functioning subscale as having DIF with age identified as the DIF factor for 2 items, gender for 1 item and body mass index for 1 item. For the WOMAC pain subscale, for people with hip osteoarthritis one item was identified with age-related DIF. The impact of the DIF items rarely had a significant effect on the conclusions of group comparisons. CONCLUSIONS: Overall, the WOMAC performed well with only a small number of DIF items identified. However, as DIF items were identified in for the WOMAC physical functioning subscale it would be advisable to analyse data taking into account the possible impact of the DIF items when weight, gender or especially age effects, are the focus of interest in UK-based osteoarthritis studies. Similarly for the WOMAC pain subscale in people with hip osteoarthritis it would be worthwhile to analyse data taking into account the possible impact of the DIF item when age comparisons are of primary interest. BioMed Central 2012-12-29 /pmc/articles/PMC3582585/ /pubmed/23273389 http://dx.doi.org/10.1186/1471-2474-13-265 Text en Copyright ©2012 Pollard et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Pollard, Beth Johnston, Marie Dixon, Diane Exploring differential item functioning in the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) |
title | Exploring differential item functioning in the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) |
title_full | Exploring differential item functioning in the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) |
title_fullStr | Exploring differential item functioning in the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) |
title_full_unstemmed | Exploring differential item functioning in the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) |
title_short | Exploring differential item functioning in the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) |
title_sort | exploring differential item functioning in the western ontario and mcmaster universities osteoarthritis index (womac) |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3582585/ https://www.ncbi.nlm.nih.gov/pubmed/23273389 http://dx.doi.org/10.1186/1471-2474-13-265 |
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