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Autor/inn/en | Shin, Hyo Jeong; Jewsbury, Paul A.; van Rijn, Peter W. |
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Titel | Generating Group-Level Scores under Response Accuracy-Time Conditional Dependence |
Quelle | In: Large-scale Assessments in Education, 10 (2022), Artikel 4 (19 Seiten)Infoseite zur Zeitschrift
PDF als Volltext |
Zusatzinformation | ORCID (Shin, Hyo Jeong) |
Sprache | englisch |
Dokumenttyp | gedruckt; online; Zeitschriftenaufsatz |
ISSN | 2196-0739 |
DOI | 10.1186/s40536-022-00122-y |
Schlagwörter | Cognitive 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 |
Abstract | The 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). |
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Erfasst von | ERIC (Education Resources Information Center), Washington, DC |
Update | 2024/1/01 |