An Investigation of Invariance Properties of One, Two and Three Parameter Logistic Item Response Theory Models

• Main Authors: O.A. Awopeju (Author), E.R.I. Afolabi (Author), O.A. Opesemowo (Author)
• Format: Book
• Published: University of Sofia, 2017-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Summary

The study investigated the invariance properties of one, two and three parame-ter logistic item response theory models. It examined the best fit among one parameter logistic (1PL), two-parameter logistic (2PL) and three-parameter logistic (3PL) IRT models for SSCE, 2008 in Mathematics. It also investigated the degree of invariance of the IRT models based item difficulty parameter estimates in SSCE in Mathematics across different samples of examinees and examined the degree of invariance of the IRT models based item discrimination estimates in SSCE in Mathematics across different samples of examinees. In order to achieve the set objectives, 6000 students (3000 males and 3000 females) were drawn from the population of 35262 who wrote the 2008 paper 1 Senior Secondary Certificate Examination (SSCE) in Mathematics organized by National Examination Council (NECO). The item difficulty and item discrimination parameter estimates from CTT and IRT were tested for invariance using BLOG MG 3 and correlation analysis was achieved using SPSS version 20. The research findings were that two parameter model IRT item difficulty and discrimination parameter estimates exhibited invariance property consistently across different samples and that 2-parameter model was suitable for all samples of examinees unlike one-parameter model and 3-parameter model.

Item Description

1313-1958
1313-9118