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ERIC Number: EJ889239
Record Type: Journal
Publication Date: 2010
Pages: 21
Abstractor: As Provided
Reference Count: 40
ISBN: N/A
ISSN: ISSN-1542-3077
Detecting Differential Item Functioning of a Course Satisfaction Instrument in the Presence of Multilevel Data
Finch, Holmes; French, Brian
Journal of The First-Year Experience & Students in Transition, v22 n1 p27-47 2010
The purposes of this study were to test for uniform differential item functioning (DIF) between male and female students on end-of-semester class evaluations in an introductory university science course and to demonstrate DIF detection methods that take into account the complex sampling mechanism that often underlies data used in such assessments. Analyses were conducted using the multiple indicator multiple cause (MIMIC) model, which has been shown to be a flexible and effective tool for DIF detection. Because the data were collected in a hierarchical framework, with students nested in course section, a multilevel modeling approach was used. Results highlight certain aspects of the course that suggest differences in item response patterns between males and females while controlling for overall course satisfaction, as well as demonstrate the differences in DIF detection when the analytic strategy matches the data structure. (Contains 2 tables and 3 figures.)
National Resource Center for The First-Year Experience and Students in Transition. University of South Carolina, 1728 College Street, Columbia, SC 29208. Tel: 803-777-6229; Fax: 803-777-4699; e-mail: fye@sc.edu; Web site: http://www.sc.edu/fye/publications/index.html; Web site: http://fyesit.metapress.com
Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A