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Dr Luc Tu Le

Generic skills

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Reduce Randomly Guessing Effects In A University Generic Skills Test, Luc T. Le Jun 2018

Reduce Randomly Guessing Effects In A University Generic Skills Test, Luc T. Le

Dr Luc Tu Le

There frequent concern of guessing with multiple-choice questions (MCQ) in item response theory (IRT), particularly with the Rach model where a guessing parameter is not included.  A practical solution is done post-hoc by removing responses to items too hard for a low ability examinee (see Andrich, et al., 2011; RUMM 2030, Andrich et al., 2012; Winsteps, Linacre, 2012). This study is used data from The Special Tertiary Admissions Test (STAT) to explore whether such responses from lower ability candidates to a hard item in a real test could be considered as randomly guessing and how Rasch item difficulty estimates improve …