A Systematic Review of the Use of Log-based Process Data in Computer-Based Assessments

S He, Y Cui - Computers & Education, 2025 - Elsevier
In recent decades, log-based process data has been increasingly used in computer-based
assessments to examine test-takers' response patterns and latent traits. This study provides …

Using sequence mining to study students' calculator use, problem solving, and mathematics achievement in the National Assessment of Educational Progress (NAEP)

Y Jiang, GA Cayton-Hodges, LN Oláh, I Minchuk - Computers & Education, 2023 - Elsevier
Using appropriate tools strategically to aid in problem solving is a crucial skill identified in K-
12 mathematics curriculum standards. As more assessments transition from paper-and …

Revisiting Picture Functions in Multimedia Testing: A Systematic Narrative Review and Taxonomy Extension

L Schewior, MA Lindner - Educational Psychology Review, 2024 - Springer
Studies have indicated that pictures in test items can impact item-solving performance,
information processing (eg, time on task) and metacognition as well as test-taking affect and …

Using process data to understand problem-solving strategies and processes for drag-and-drop items in a large-scale mathematics assessment

Y Jiang, T Gong, LE Saldivia, G Cayton-Hodges… - … -scale assessments in …, 2021 - Springer
In 2017, the mathematics assessments that are part of the National Assessment of
Educational Progress (NAEP) program underwent a transformation shifting the …

[HTML][HTML] Process data in computer-based assessment

MA Lindner, S Greiff - European Journal of Psychological …, 2023 - econtent.hogrefe.com
This editorial provides a comprehensive framework and overview of potential uses and next
steps in research on process data in computer-based assessments, expanding toward …

Investigating the split‐attention effect in computer‐based assessment: Spatial integration and interactive signaling approaches

JA Moon, MA Lindner, B Arslan… - … : Issues and Practice, 2022 - Wiley Online Library
Many test items use both an image and text, but present them in a spatially separate
manner. This format could potentially cause a split‐attention effect in which the test taker's …

Going Beyond Observable Actions

B Arslan, C Tenison, B Finn - European Journal of …, 2023 - econtent.hogrefe.com
Pauses represented in process data captured from digital learning and assessment tasks
are defined as the time elapsed between two subsequent events. Pauses are used as a …

Digitalized interactive components in computer-based-assessment in mathematics for k12 students: A research synthesis

M Alhadi, D Zhang, T Wang, CA Maher - Computers in the Schools, 2023 - Taylor & Francis
This research synthesizes studies that used a Digitalized Interactive Component (DIC) to
assess K-12 student performance during Computer-based-Assessments (CBAs) in …

Exploring relationships among test takers' behaviors and performance using response process data

S Araneda, D Lee, J Lewis, SG Sireci, JA Moon… - Education …, 2022 - mdpi.com
Students exhibit many behaviors when responding to items on a computer-based test, but
only some of these behaviors are relevant to estimating their proficiencies. In this study, we …

The use of process data in large-scale assessments: a literature review

E Anghel, L Khorramdel, M von Davier - Large-scale Assessments in …, 2024 - Springer
As the use of process data in large-scale educational assessments is becoming more
common, it is clear that data on examinees' test-taking behaviors can illuminate their …