Date of Award
Spring 5-12-2017
Degree Type
Dissertation
Degree Name
Doctor of Philosophy (PhD)
Department
Educational Policy Studies
First Advisor
T. Chris Oshima
Second Advisor
Hongli Li
Third Advisor
Tim Sass
Fourth Advisor
Nicole Patton Terry
Fifth Advisor
Keith Wright
Abstract
Advances in computational ability have produced new software, such as Mplus 7 (Muthén & Muthén, 2011) and IRTPRO 3 (Cai, Thissen, & du Toit, 2015), which can estimate multidimensional item parameters and examinee abilities. Due to its nascence, little research has been done on the ability of IRTPRO 3 to estimate multidimensional item parameters and examinee abilities in comparison to other available software. This study investigates the capability of Mplus 7 and IRTPRO 3 to recover multidimensional item parameter and examinee ability levels under different conditions, including estimation techniques, test lengths, sample sizes, correlations and test structures. The results show that certain estimation techniques available in each software package work well under the given conditions. There are, however, some instances where each estimation techniques encountered challenges. Practitioners should take into consideration the test model and the information needed when selecting the most appropriate software and estimation technique.
DOI
https://doi.org/10.57709/10130483
Recommended Citation
Sims, Tianna, "Comparison of IRTPRO 3 and Mplus 7 for multidimensional item response item parameter and examinee ability estimation." Dissertation, Georgia State University, 2017.
doi: https://doi.org/10.57709/10130483