Lumenyela, Rogers Andrew
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Journal : REiD (Research and Evaluation in Education)

Comparison of item characteristic analysis models of reading literacy test with polytomous Item Response Theory Harsana, Firyal Nabila; Retnawati, Heri; Dewanti, Septinda Rima; Lumenyela, Rogers Andrew; Sotlikova, Rimajon; Adzima, Maulana Fatahillah; Septiana, Atut Reni
REID (Research and Evaluation in Education) Vol 10, No 2 (2024)
Publisher : Sekolah Pascasarjana Universitas Negeri Yogyakarta & HEPI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/reid.v10i2.77852

Abstract

This study aims to compare the analysis model of the characteristics of reading literacy items with the polytomous item response theory, which uses the Graded Response Model (GRM), Partial Credit Model (PCM), Generalized Partial Credit Model (GPCM), and Nominal Reasons Model (NRM). This research is quantitative research in nature, and secondary data were used from about 1000 test takers’ responses to reading literacy items in the 2018 reading literacy study analyzed with the R program. This model comparison was carried out so that the analysis results obtained were more accurate in representing the level of reading literacy skills in Indonesia. The results show that the GPCM model is the fit model with an AIC value of 23753.89 and a BIC value of 24042.45, and the number of suitable testlets is 7 out of a total of 7 testlets. Based on the relationship between information function scores and SEM, reading literacy items provide higher information when participants’ abilities range between -2.3 and +2.