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Autor/inn/enShin, Hyo Jeong; Jewsbury, Paul A.; van Rijn, Peter W.
TitelGenerating Group-Level Scores under Response Accuracy-Time Conditional Dependence
QuelleIn: Large-scale Assessments in Education, 10 (2022), Artikel 4 (19 Seiten)Infoseite zur Zeitschrift
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ZusatzinformationORCID (Shin, Hyo Jeong)
Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN2196-0739
DOI10.1186/s40536-022-00122-y
SchlagwörterCognitive Processes; Reaction Time; Educational Assessment; Achievement Tests; International Assessment; Secondary School Students; Foreign Countries; National Competency Tests; Accuracy; Models; Measurement; Scores; Program for International Student Assessment; National Assessment of Educational Progress
AbstractThe present paper investigates and examines the conditional dependencies between cognitive responses (RA; Response Accuracy) and process data, in particular, response times (RT) in large-scale educational assessments. Using two prominent large-scale assessments, NAEP and PISA, we examined the RA-RT conditional dependencies within each item in the measurement model and the structural model. Evidence for RA-RT conditional dependencies was observed in data from both programs, presenting a challenge in incorporating RT to the current operational models in NAEP and PISA that do not account for RA-RT conditional dependencies. However, inclusion of RT in the model had a relatively large contribution to improving the measurement of ability (residual variance decrease of 11% in NAEP and 18% in PISA), in contrast to relatively modest difference in parameter estimation from neglecting the conditional dependencies (e.g., estimated difference on residual variance of 1% in both NAEP and PISA). We conclude that the benefits of incorporating RT in the operational models for large-scale educational assessments may outweigh the costs. (As Provided).
AnmerkungenSpringer. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://link.springer.com/
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2024/1/01
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