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ERIC Number: EJ732938
Record Type: Journal
Publication Date: 2006-Mar
Pages: 20
Abstractor: Author
ISBN: N/A
ISSN: ISSN-0022-0655
EISSN: N/A
An Application of Item Response Time: The Effort-Moderated IRT Model
Wise, Steven L.; DeMars, Christine E.
Journal of Educational Measurement, v43 n1 p19-38 Mar 2006
The validity of inferences based on achievement test scores is dependent on the amount of effort that examinees put forth while taking the test. With low-stakes tests, for which this problem is particularly prevalent, there is a consequent need for psychometric models that can take into account differing levels of examinee effort. This article introduces the effort-moderated IRT model, which incorporates item response time into proficiency estimation and item parameter estimation. In two studies of the effort-moderated model when rapid guessing (i.e., reflecting low examinee effort) was present, one based on real data and the other on simulated data, the effort-moderated model performed better than the standard 3PL model. Specifically, it was found that the effort-moderated model (a) showed better model fit, (b) yielded more accurate item parameter estimates, (c) more accurately estimated test information, and (d) yielded proficiency estimates with higher convergent validity. (Contains 3 notes.)
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A