The proposed paper utilizes teacher and student data from the 2014 U.S. National Assessment for Education Progress 8th grade Civics test (NAEP-Civics8) to explore the relationship between teacher pedagogical practices and other factors (i.e., teacher credentials, teacher professional characteristics, individual traits, and teachers' education…

This investigation scrutinizes the relative effectiveness of individual versus bundled accommodations -- specifically, breaks and extended time (ET) -- on the performance, behaviors, and attitudes of eighth-grade students with disabilities during the 2017 National Assessment of Educational Progress (NAEP) digital math test. Through a detailed…

There exist passionate debates about the best way to teach children to read. Since the Bush administration, school districts receiving federal funds have been required to have research evidence justifying their methods of teaching reading, and in recent years the need for evidence-based practices have intensified with the "Science of…

Background/Context: Observational studies often employ regression discontinuity (RD) designs and multiple control-group designs to explore the causal quantities of interest. RD designs assess policy and program effectiveness by assigning subjects to treatment based on whether they exceed a pre-defined cutoff. RD designs are classified into two…

School choice is spreading across the U.S. at the same time that scores on the National Assessment of Education Progress (NAEP) are stagnant. We examine the association between education freedom and 8th grade student NAEP score levels and gains in states in 2019. We construct the 2019 Education Freedom Index as a composite measure of the…

At the level of the 50 U.S. states, an interconnected nexus of well-being variables exists. These variables strongly correlate with estimates of state IQ in interesting ways. However, the state IQ estimates are now more than 16 years old, and the state well-being estimates are over 12 years old. Updated state IQ and well-being estimates are…

Educational inequality due to family socioeconomic status (SES) has been the focus of both public dialogue and education research in the United States for many years. The current study aims to understand how educational inequality due to family SES has changed in the United States. Specifically, the study focuses on the changes in achievement gaps…

Despite evidence of unequal learning opportunities, there is limited understanding of how English learners (ELs) with disabilities are faring academically nationwide in comparison with their EL and student with disability counterparts. In response, we conducted secondary data analyses of the 2009 to 2019 National Assessment of Educational Progress…

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…

Background/Context: Some observational studies involve multiple layers of treatment selection, specifically in the context of the extended time accommodation (ETA) for English language learners (ELLs). In ETA settings, the first selection occurs due to the eligibility rule, where students whose ELL English proficiency is below a certain threshold…

Supportive school and classroom climates can add to student achievement and compensate for the negative contribution of low-socioeconomic status (SES) to academic achievement. We tested the added contribution of school and classroom climate to Chilean students' mathematics test scores. We performed a secondary analysis of 151,015 eighth-grade…

Charter schools continue to expand, particularly in urban communities. To critique the civic side of charter schools, we applied Wilson's counter-public framework from a macro level to analyze the 2014 National Assessment of Educational Progress (NAEP)- Civics results. We employed a multilevel regression model to ascertain whether Black and…

In this article, we examine eighth graders' incorrect responses to a specific task on a national standardized assessment of mathematics. The task asked students to write the formula for the perimeter of a given figure as a function of a variable. We focus on incorrect responses to better understand students' difficulties with the algebraic…

This paper examines the relationship between teacher pay and students' academic achievement, using nationally representative, district-level linked data between districts' performance on standardized tests and average teacher base salary. By employing state fixed effects and multilevel mixed effects models, we find that both mathematics and…

"Excellence gaps" are the disparities in advanced academic performance that exist between student groups. These gaps have important implications for both academic equity and American economic competitiveness, as the most lucrative jobs often go to those who perform at the highest levels. Although considerable work has evaluated how and…