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Measuring student learning with item response theory

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dc.creator Young-Jin Lee
dc.creator David J. Palazzo
dc.creator Rasil Warnakulasooriya
dc.creator David E. Pritchard
dc.date 2008-01-01T00:00:00Z
dc.date.accessioned 2015-08-12T11:21:47Z
dc.date.available 2015-08-12T11:21:47Z
dc.identifier 1554-9178
dc.identifier https://doaj.org/article/8df8f5892ac54c318d8dfd5c86a5a0e8
dc.identifier.uri http://evidence.thinkportal.org/handle/123456789/29159
dc.description We investigate short-term learning from hints and feedback in a Web-based physics tutoring system. Both the skill of students and the difficulty and discrimination of items were determined by applying item response theory (IRT) to the first answers of students who are working on for-credit homework items in an introductory Newtonian physics course. We show that after tutoring a shifted logistic item response function with lower discrimination fits the students’ second responses to an item previously answered incorrectly. Student skill decreased by 1.0 standard deviation when students used no tutoring between their (incorrect) first and second attempts, which we attribute to “item-wrong bias.” On average, using hints or feedback increased students’ skill by 0.8 standard deviation. A skill increase of 1.9 standard deviation was observed when hints were requested after viewing, but prior to attempting to answer, a particular item. The skill changes measured in this way will enable the use of IRT to assess students based on their second attempt in a tutoring environment.
dc.language English
dc.publisher American Physical Society
dc.relation http://link.aps.org/abstract/PRSTPER/v4/e010102
dc.relation https://doaj.org/toc/1554-9178
dc.source Physical Review Special Topics. Physics Education Research, Vol 4, Iss 1 (2008)
dc.subject Short-term learning
dc.subject IRT
dc.subject Item-wrong bias
dc.subject Education (General)
dc.subject L7-991
dc.subject Education
dc.subject L
dc.subject DOAJ:Education
dc.subject DOAJ:Social Sciences
dc.subject Education (General)
dc.subject L7-991
dc.subject Education
dc.subject L
dc.subject DOAJ:Education
dc.subject DOAJ:Social Sciences
dc.subject Education (General)
dc.subject L7-991
dc.subject Education
dc.subject L
dc.subject Education (General)
dc.subject L7-991
dc.subject Education
dc.subject L
dc.subject Education (General)
dc.subject L7-991
dc.subject Education
dc.subject L
dc.title Measuring student learning with item response theory
dc.type article


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