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Comparison of Human Rater and Automatic Scoring on Students’ Ability Estimation

Fri, April 12, 1:15 to 2:45pm, Convention Center, Floor: Fourth, Terrace Ballroom IV

Abstract

The purpose is to compare human rater with automatic scoring in terms of examinees’ ability estimation with IRT-based rater model. Each speaking item is analyzed with both IRT models without rater-effect and with rater-effects. The effects of different rating design may substantially increase the bias in examinees’ ability estimation.

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