TY - JOUR
T1 - Methodological aspects of differential item functioning in the Rasch model
AU - Brodersen, John
AU - Meads, David
AU - Kreiner, Svend
AU - Thorsen, Hanne
AU - Doward, Lynda
AU - McKenna, Stephen
PY - 2007/10/1
Y1 - 2007/10/1
N2 - Items do not always function equally in different groups (e.g. across genders, languages and cultures). Consequently, where patient-reported outcomes are used and different groups are compared, data should be checked for differential item functioning (DIF). An item that functions with the same constant magnitude of difference across a construct measured possesses uniform DIP. In contrast, non-uniform DBF is characterised by an uneven difference in item function across the latent variable measured. The aims of this paper are to report on the methodological aspects of DIF using Rasch analysis and to demonstrate how the mean scores in a scale can be adjusted due to uniform DIF. Different examples of DIF are reported including examples of differences between the mean scores before and after adjusting for an identified uniform DIF. In conclusion, the difference between subpopulations and, therefore, other outcomes such as economic impact could be under or overestimated if one or more items in a dimension possess DIF.
AB - Items do not always function equally in different groups (e.g. across genders, languages and cultures). Consequently, where patient-reported outcomes are used and different groups are compared, data should be checked for differential item functioning (DIF). An item that functions with the same constant magnitude of difference across a construct measured possesses uniform DIP. In contrast, non-uniform DBF is characterised by an uneven difference in item function across the latent variable measured. The aims of this paper are to report on the methodological aspects of DIF using Rasch analysis and to demonstrate how the mean scores in a scale can be adjusted due to uniform DIF. Different examples of DIF are reported including examples of differences between the mean scores before and after adjusting for an identified uniform DIF. In conclusion, the difference between subpopulations and, therefore, other outcomes such as economic impact could be under or overestimated if one or more items in a dimension possess DIF.
KW - Differential item functioning
KW - Item bias
KW - Rasch analysis
UR - http://www.scopus.com/inward/record.url?scp=34748913675&partnerID=8YFLogxK
U2 - 10.3111/13696990701557048
DO - 10.3111/13696990701557048
M3 - Article
AN - SCOPUS:34748913675
SN - 1369-6998
VL - 10
SP - 309
EP - 324
JO - Journal of Medical Economics
JF - Journal of Medical Economics
IS - 3
ER -