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Modeling a Multiple Choice Mathematics Test with the Rasch Model


Affiliations
1 School of Educational Studies, Universiti Sains Malaysia, Penang, 11800, Malaysia
 

The purpose of the present study is to demonstrate adequacy of Rasch Model in modeling two important parameters in educational measurement, namely, students’ ability and items’ difficulty. 307 students provide response in a 40-item multiple choice test for the modeling using WINSTEPS 3.63. Results showed that 2 items do not fit the model’s expectation, and thus dropped from further analysis. Statistics as well as positioning on the common scale for both parameters are also discussed. In short, the modeling is able to provide richer interpretations of the data collected.

Keywords

Item Difficulty, Mathematics, Multiple Choice Test, Rasch Model, Students Ability
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  • Modeling a Multiple Choice Mathematics Test with the Rasch Model

Abstract Views: 255  |  PDF Views: 0

Authors

Ahmad Zamri bin Khairani
School of Educational Studies, Universiti Sains Malaysia, Penang, 11800, Malaysia
Nordin bin Abd. Razak
School of Educational Studies, Universiti Sains Malaysia, Penang, 11800, Malaysia

Abstract


The purpose of the present study is to demonstrate adequacy of Rasch Model in modeling two important parameters in educational measurement, namely, students’ ability and items’ difficulty. 307 students provide response in a 40-item multiple choice test for the modeling using WINSTEPS 3.63. Results showed that 2 items do not fit the model’s expectation, and thus dropped from further analysis. Statistics as well as positioning on the common scale for both parameters are also discussed. In short, the modeling is able to provide richer interpretations of the data collected.

Keywords


Item Difficulty, Mathematics, Multiple Choice Test, Rasch Model, Students Ability



DOI: https://doi.org/10.17485/ijst%2F2015%2Fv8i12%2F75033