In this study, we explore the application of process mining techniques on assessment log data to explore problem-solving strategies in Algebra. By analyzing sequences of student activities, we demonstrate the significant potential of process mining in identifying problem-solving strategies that lead to successful and unsuccessful outcomes. Our…

This study analyzed performance, process, and survey data of eighth graders with learning disabilities (LDs) who took the 2017 National Assessment of Educational Progress (NAEP) digital math test. Compared with students with LDs who did not receive extended time accommodations (ETA), students with LDs who received and used ETA scored significantly…

For autistic students receiving special education services, little is known about their relative strengths, weaknesses, and enjoyment across different math content areas; their overall math interest and persistence are also not well-studied. Using the 2017 eighth-grade National Assessment of Education Progress data, this study finds, relative to…

This study investigates the time-use patterns of students with learning disabilities during digital mathematics assessments and explores the role of extended time accommodations (ETA) in shaping these patterns. Using latent profile analysis, four distinct time-use profiles were identified separately for students with and without ETA. "Initial…

In recent years, state policy makers have passed legislation to improve civics education in order to address the persistently low levels of youth civic engagement. However, there is considerable disagreement about what types of learning experiences best prepare students to be active, engaged civic actors. Should students have direct instruction in…

The National Assessment of Educational Progress (NAEP), often referred to as The Nation's Report Card, offers a window into the state of U.S. K-12 education system. Since 2017, NAEP has transitioned to digital assessments, opening new research opportunities that were previously impossible. Process data tracks students' interactions with the…

This study analyzed performance, process, and survey data of eighth graders with learning disabilities (LDs) who took the 2017 National Assessment of Educational Progress (NAEP) digital math test. Compared with students with LDs who did not receive extended time accommodations (ETAs), students with LDs who received and used ETA scored…

Using the 2018 National Assessment of Educational Progress (NAEP) datasets for geography, we explore relationships between geography achievement in the eighth grade and contextual variables related to the content and organization of the geography/social studies curriculum. Differences in student achievement are associated with grade-level…

Extended testing time is a common accommodation given to students with disabilities. However, little is known about whether students who are eligible for the accommodation actually use it, and with what effect. The present study used process data available from the digitally delivered 2017 National Assessment of Educational Progress (NAEP)…

This study re-envisions the Nation's Report Card from a "whole child" perspective that considers not just students' academic achievement, but also their physical and mental health. Jaekyung Lee's integrated analysis of the National Assessment of Educational Progress and the National Survey of Children's Health datasets reveals that many…

In 2017, the mathematics assessments that are part of the National Assessment of Educational Progress (NAEP) program underwent a transformation shifting the administration from paper-and-pencil formats to digitally-based assessments (DBA). This shift introduced new interactive item types that bring rich process data and tremendous opportunities to…

Education is the foundation for the future, and a successful education begins with strong literacy skills. The 2013 National Assessment of Educational Progress reported that only 36% of eighth-grade students in the United States were classified as reading on a proficient level, and 22% of eighth-grade students were unable to read and comprehend…

Automatic machine learning (AutoML) methods automate the time-consuming, feature-engineering process so that researchers produce accurate student models more quickly and easily. In this paper, we compare two AutoML feature engineering methods in the context of the National Assessment of Educational Progress (NAEP) data mining competition. The…

The problem is that translations of language in standardized mathematics tests are not provided, which reduces the achievement scores of native-Spanish-speaking English language learners (ELLs) in Grades 4 and 8. The purpose of this basic qualitative study was to explore teachers' perceptions of language translation for the National Assessment of…

Examining the connections among teacher characteristics, instructional decision-making, and student learning in social studies education are both complicated and contentious. In the current study, we shed light on middle grades social studies teaching and learning--a black hole of research in the subject area. Using data from the National…