TY - JOUR
T1 - A new method for estimating differential item functioning (DIF) for multiple groups and polytomous items
T2 - Development of index K and the computer program "EasyDIF"
AU - Kumagai, Ryuichi
N1 - Copyright:
Copyright 2018 Elsevier B.V., All rights reserved.
PY - 2012/4
Y1 - 2012/4
N2 - We propose a new method, called index K, to estimate the degree of differential item functioning (DIF) on a questionnaire or test taken by multiple groups. A computer program (EasyDIF) was developed to calculate index K. In developing the program, the three following concerns were paramount: (a) the program is applicable when there are more than three groups to be analyzed, (b) it is able to accommodate polytomous items, such as a Likert scale, and (c) details of DIF can be presented in a graph. In simulations and using Big Five scale data, the performance of index K was comparable to the Mantel-Haenszel method and to the PoIy-SIBTEST. It is necessary to repeat the calculations to obtain index K. However, because EasyDIF has a graphical user interface, it was intuitively easy to use. Therefore, the results were easier to obtain using EasyDIF.
AB - We propose a new method, called index K, to estimate the degree of differential item functioning (DIF) on a questionnaire or test taken by multiple groups. A computer program (EasyDIF) was developed to calculate index K. In developing the program, the three following concerns were paramount: (a) the program is applicable when there are more than three groups to be analyzed, (b) it is able to accommodate polytomous items, such as a Likert scale, and (c) details of DIF can be presented in a graph. In simulations and using Big Five scale data, the performance of index K was comparable to the Mantel-Haenszel method and to the PoIy-SIBTEST. It is necessary to repeat the calculations to obtain index K. However, because EasyDIF has a graphical user interface, it was intuitively easy to use. Therefore, the results were easier to obtain using EasyDIF.
KW - DIF
KW - Item response theory
KW - Mantel-Haenszel
KW - SIBTEST
UR - http://www.scopus.com/inward/record.url?scp=84863677507&partnerID=8YFLogxK
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U2 - 10.4992/jjpsy.83.35
DO - 10.4992/jjpsy.83.35
M3 - Article
C2 - 22715537
AN - SCOPUS:84863677507
SN - 0021-5236
VL - 83
SP - 35
EP - 43
JO - Shinrigaku kenkyu : The Japanese journal of psychology
JF - Shinrigaku kenkyu : The Japanese journal of psychology
IS - 1
ER -