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Hongwen Guo; Matthew S. Johnson; Kadriye Ercikan; Luis Saldivia; Michelle Worthington – Journal of Learning Analytics, 2024
Large-scale assessments play a key role in education: educators and stakeholders need to know what students know and can do, so that they can be prepared for education policies and interventions in teaching and learning. However, a score from the assessment may not be enough--educators need to know why students got low scores, how students engaged…
Descriptors: Artificial Intelligence, Learning Analytics, Learning Management Systems, Measurement
Burhan Ogut; Blue Webb; Juanita Hicks; Ruhan Circi; Michelle Yin – Grantee Submission, 2024
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…
Descriptors: Mathematics Skills, Problem Solving, Learning Analytics, Algebra
Running out of Time: Leveraging Process Data to Identify Students Who May Benefit from Extended Time
Burhan Ogut; Ruhan Circi; Huade Huo; Juanita Hicks; Michelle Yin – International Electronic Journal of Elementary Education, 2025
This study explored the effectiveness of extended time (ET) accommodations in the 2017 NAEP Grade 8 Mathematics assessment to enhance educational equity. Analyzing NAEP process data through an XGBoost model, we examined if early interactions with assessment items could predict students' likelihood of requiring ET by identifying those who received…
Descriptors: Identification, Testing Accommodations, National Competency Tests, Equal Education
Sara E. Witmer; Nathalie Marinho – Psychology in the Schools, 2024
Extended time is frequently recommended for students with disabilities (SWD) with an intent to remove barriers to accurate measurement of their underlying knowledge and skills. However, empirical findings have varied in terms of whether extended time conditions are an appropriate method for doing so, raising questions of whether frequent…
Descriptors: National Competency Tests, Students with Disabilities, Special Needs Students, Academic Accommodations (Disabilities)
Erin E. Marcotte – ProQuest LLC, 2024
Project-Based Learning (PBL) is a teaching method in which students learn by actively engaging in real-world, personally meaningful projects that allow conceptual transformation to occur within the educational process while fostering intellectual curiosity in a supportive learning environment. PBL supports students developing deep content…
Descriptors: Active Learning, Student Projects, Grade 4, National Competency Tests
George W. Bush Institute, 2023
Texas is booming thanks to economic opportunities that draw people to the Lone Star State. But beneath this success lies concerning trends that call into question if Texas students are ready to compete in the Lone Star economy. This report details how Texas students do not have the knowledge and skills to succeed as they move on to the next grade…
Descriptors: Elementary School Students, Secondary School Students, Career Readiness, College Readiness
Alexander, Curby; Knezek, Gerald; Christensen, Rhonda; Tyler-Wood, Tandra – Journal of Computers in Mathematics and Science Teaching, 2019
Declining academic achievement across U.S. schools, particularly in mathematics and science, has prompted several initiatives to increase the quality of teaching in science, technology, engineering, and mathematics (STEM). The National Science Foundation initiated the Innovative Technology Experiences for Students and Teachers (ITEST) program in…
Descriptors: Educational Technology, Technology Uses in Education, STEM Education, Teaching Methods
Bailey, Jodie A. – Mathematics Teacher: Learning and Teaching PK-12, 2023
The COVID-19 pandemic has affected student learning; according to the National Assessment of Educational Progress (2022), scores for students in the United States have shown a decline in mathematics. . One way educators can strengthen students' current mathematical knowledge and bridge to new content is through Number Talks. Number Talks are brief…
Descriptors: Mathematics Instruction, Teaching Methods, Grade 7, COVID-19
Salmerón, Ladislao; Vargas, Cristina; Delgado, Pablo; Baron, Naomi – Reading and Writing: An Interdisciplinary Journal, 2023
Concerns about the negative effects of digitalization on students' reading comprehension, empirically backed by recent meta-analyses, question the efficacy of digital tools in the language arts classroom. By analyzing data from 4 and 8th grade US students from NAEP 2017, we aimed to test the generalization of the negative association between…
Descriptors: Language Arts, Reading Comprehension, Educational Technology, Technology Uses in Education
Xin Wei; Susu Zhang; Jihong Zhang; Jennifer Yu – Autism: The International Journal of Research and Practice, 2023
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…
Descriptors: Mathematics Achievement, Reaction Time, Autism Spectrum Disorders, Grade 8
Littenberg-Tobias, Joshua – Peabody Journal of Education, 2021
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…
Descriptors: Citizenship Education, National Competency Tests, Active Learning, Civics
Congning Ni; Bhashithe Abeysinghe; Juanita Hicks – International Electronic Journal of Elementary Education, 2025
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…
Descriptors: Reaction Time, Multiple Choice Tests, Behavior Change, National Competency Tests
MacArthur, Charles A.; Traga Philippakos, Zoi A.; May, Henry; Compello, Jill – Grantee Submission, 2021
The paper presents the results of a randomized experimental study of a writing curriculum for college developmental writing courses based on strategy instruction with self-regulation integrated with practices common in college composition. Students in a full semester course learned strategies for planning and revising based on rhetorical analysis…
Descriptors: Learning Strategies, Metacognition, Writing Instruction, Self Efficacy
Sherry Julian-Robinson – ProQuest LLC, 2019
The purpose of this study is to investigate the relationship between the use of active learning in classroom instruction and student achievement, and to ascertain whether this relationship is influenced by classroom discipline problems. Is it the case that the more a teacher utilizes active learning strategies in the classroom, the more her…
Descriptors: National Competency Tests, Grade 4, Reading Achievement, Mathematics Achievement
Xin Wei; Susu Zhang – Journal of Learning Disabilities, 2024
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…
Descriptors: Grade 8, Middle School Students, Learning Disabilities, Students with Disabilities