Modeling Item Revisit Behavior: The Hierarchical Speed–Accuracy–Revisits Model.

This article presents a new approach to the analysis of how students answer tests and how they allocate resources in terms of time on task and revisiting previously answered questions. Previous research has shown that in high-stakes assessments, most test takers do not end the testing session early,...

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Publicado en:Educational & Psychological Measurement Vol. 81; no. 2; pp. 363 - 388
Autores principales: Bezirhan, Ummugul, von Davier, Matthias, Grabovsky, Irina
Formato: Artículo
Publicado: Sage Publications Inc. Apr2021
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Apr2021
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      pub: Sage Publications Inc.
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        10.1177/0013164420950556
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        atl: Modeling Item Revisit Behavior: The Hierarchical Speed–Accuracy–Revisits Model.
      aug:
        au:
          Bezirhan, Ummugul
          von Davier, Matthias
          Grabovsky, Irina
        affil:
          Teachers College, Columbia University, New York, NY, USA
          Boston College, Chestnut Hill, MA, USA
          National Board of Medical Examiners, Philadelphia, PA, USA
      su:
        Behavior
        Educational tests & measurements
        Students
        Task performance
        Statistical correlation
        Mathematical models
        Statistics
        Theory
        Data analysis
        Descriptive statistics
        Analytic hierarchy process
      sug:
        subj:
          Behavior
          Educational tests & measurements
          Students
          Task performance
          Statistical correlation
          Mathematical models
          Statistics
          Theory
          Data analysis
          Descriptive statistics
          Analytic hierarchy process
      keyword:
        hierarchical modeling
        item revisits
        Rasch Poisson counts model
        response time
        hierarchical modeling
        item revisits
        Rasch Poisson counts model
        response time
      ab: This article presents a new approach to the analysis of how students answer tests and how they allocate resources in terms of time on task and revisiting previously answered questions. Previous research has shown that in high-stakes assessments, most test takers do not end the testing session early, but rather spend all of the time they were assigned to take the test. Rather than being an indication of speededness, this was found to be caused by test takers' tendency to revisit previous items even if they already provided answers to all questions. In accordance with this information, the proposed approach models revisit patterns simultaneously with responses and response times to gain a better understanding of the relationship between speed, ability, and revisit tendency. The empirical data analysis revealed that examinees' tendency to revisit items was strongly related to their speed and subgroups of examinees displayed different test-taking behaviors.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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