TY - JOUR
T1 - Examining the effects of differential item (functioning and differential) test functioning on selection decisions
T2 - When are statistically significant effects practically important?
AU - Stark, Stephen
AU - Chernyshenko, Oleksandr S.
AU - Drasgow, Fritz
PY - 2004/6
Y1 - 2004/6
N2 - Item response theory differential test functioning (DTF) methods are often used to address issues in personnel selection, but the results are frequently difficult to interpret because statistically significant findings may have little practical importance. In this article, the authors proposed 2 effect size measures for DTF. One related DTF to mean raw score differences across groups; the other related DTF to the 4/5th rule for adverse impact at successive cut scores. The effects of DTF were examined in the context of personality assessment, professional licensure, and college admissions. Overall, the result indicated that although many items exhibited bias in analyses of the large samples, the net magnitudes of effect on potential selection decisions were nugatory.
AB - Item response theory differential test functioning (DTF) methods are often used to address issues in personnel selection, but the results are frequently difficult to interpret because statistically significant findings may have little practical importance. In this article, the authors proposed 2 effect size measures for DTF. One related DTF to mean raw score differences across groups; the other related DTF to the 4/5th rule for adverse impact at successive cut scores. The effects of DTF were examined in the context of personality assessment, professional licensure, and college admissions. Overall, the result indicated that although many items exhibited bias in analyses of the large samples, the net magnitudes of effect on potential selection decisions were nugatory.
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U2 - 10.1037/0021-9010.89.3.497
DO - 10.1037/0021-9010.89.3.497
M3 - Article
C2 - 15161408
AN - SCOPUS:2942650555
SN - 0021-9010
VL - 89
SP - 497
EP - 508
JO - Journal of Applied Psychology
JF - Journal of Applied Psychology
IS - 3
ER -