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A Further Look at the Correlation Between Item Parameters and Item Fit Statistics
Author(s) -
Sinharay Sandip,
Lu Ying
Publication year - 2008
Publication title -
journal of educational measurement
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.917
H-Index - 47
eISSN - 1745-3984
pISSN - 0022-0655
DOI - 10.1111/j.1745-3984.2007.00049.x
Subject(s) - statistics , item response theory , correlation , mathematics , item analysis , econometrics , differential item functioning , psychology , psychometrics , geometry
Dodeen (2004) studied the correlation between the item parameters of the three‐parameter logistic model and two item fit statistics, and found some linear relationships (e.g., a positive correlation between item discrimination parameters and item fit statistics) that have the potential for influencing the work of practitioners who employ item response theory. This article examines the same type of linear relationships as studied by Dodeen. However, this article adds to the literature by employing item fit statistics not considered by Dodeen, which have been recently suggested and whose Type I error rates have been demonstrated to be generally close to the nominal level. Detailed simulations show that if one uses certain of the recently suggested item fit statistics, there is no need to worry about any linear relationships between the item parameters and item fit statistics.