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The Uncertain Role of Educational Software in Remediating Student Learning

What is the potential of educational software for remediation?

Educators must balance the need to remediate students who are performing behind grade level with their obligation to teach grade-appropriate content to all. Educational software programs could help them strike this balance by incorporating below-grade-level content into an existing curriculum, allowing students to learn at their own pace while remaining in the same classroom as their peers. If effective, this practice could save school systems the high costs of more intensive remedial interventions like high-dosage tutoring, summer school, extra coursework, and grade retention.

How did this study examine the effectiveness of educational software for remediating below-grade-level students?

This study estimates the causal effects of providing low-performing students in grades 3-6 with below-grade-level math content via an online software program. Students who scored below a designated cutoff on a prior-year math assessment were assigned a modified version of the software program. The modified software included below-grade-level content before the grade-level material. Students who scored above the cutoff received only the grade-level curriculum. We examined whether receiving the modified curriculum affected students’ completion of grade-level learning objectives, pre- and post-objective quiz scores, and math test scores

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ICUE Intervention Improves Children’s Understanding of Mathematical Equivalence

Jodi L. Davenport, Yvonne Kao, Kristen Johannes, Caroline Byrd Hornburg, and Nicole M. McNeil

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Does the ICUE intervention improve math learning?

Yes, second grade students in classrooms using the Improving Children’s Understanding of Equivalence (ICUE) materials and lessons scored higher on measures related to mathematical equivalence, including equation solving and conceptual problem solving. These higher scores came with no observable trade-offs in computational fluency.

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A Cautionary Tale of Tutoring Hard-to-Reach Students in Kenya

Beth Schueler, Daniel Rodriguez-Segura

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What was this study about?

Covid-19 school closures have generated significant interest in tutoring to make up for lost learning time. Tutoring is backed by rigorous research, but it is unclear whether it can be delivered effectively remotely. We study the effect of teacher-student phone calls in Kenya when schools were closed. Schools (j=105) were randomly assigned for 3rd, 5th and 6th graders (n=8,319) to receive one of two versions of a 7-week weekly math intervention—5-minute accountability checks or 15-minute mini-tutoring sessions—or to the control group.

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Examining the Impact of a First Grade Whole Number Intervention by Group Size

Ben Clarke, Christian Doabler, Marah Sutherland, Derek Kosty, Jessica Turtura, and Keith Smolkowski

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The importance of early mathematics

The importance of a successful start to learning mathematics has been a national priority for several decades. Mounting evidence indicates that trajectories of mathematics performance are established early and remain relatively stable across time. This may in part be due to substantial disparities in young students’ access to early mathematics experiences and instruction with preschool-aged students from upper- and middle-class backgrounds already outperforming their economically disadvantaged peers.

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Does Early Mathematics Intervention Change the Processes Underlying Children’s Learning?

Summary by: Wen Wen

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What are “state-” and “trait-” math achievements in early education?

Interventions can boost early math skills, but the role of these early skills on later math achievement is unclear. Consider that students who demonstrate stronger early math skills tend to demonstrate stronger later math achievement, yet some interventions that improve early math skills do not improve later math achievement – that is, the early benefits fade substantially after 2 or 3 years.

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Mathematical Word-Problem-Solving Instruction for Upper Elementary and Secondary Students with Mild Disabilities and Students at Risk for Math Failure: A Research Synthesis

Jonté A. Myers, Elizabeth M. Hughes, Bradley S. Witzel, Rubia D. Anderson, and Jennifer Owens

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How are students performing on assessments of word problem solving?

Students' ability to think critically and abstractly is essential for their success in post-secondary education and career advancement. K-12 schools have increased their focus on assisting students in building these skills through word problem solving (WPS). However, students’ WPS performance on national assessments remains discouragingly low, especially among students with disabilities.

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Evaluation of a state-wide mathematics support program for at-risk students in Grades 1 and 2 in Germany

Ann-Katrin van den Ham and Aiso Heinze

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Is an early mathematics support program based on formative assessment effective?

Yes, it is, according to a study conducted with 135 elementary school classes from 40 schools in Germany. The study shows that students at-risk for mathematical difficulties benefited from the two-year "Mathe macht stark (MMS) - Grundschule" (Maths makes you strong - primary school) implementation in Grades 1 and 2. This effect is maintained one year after the intervention ends and without providing Grade 3 formative assessment material. Moreover, students not at-risk for mathematical difficulties also benefited from the program, despite not being the target of the program. Hence, the formative assessment elements the teachers used in the mathematics classrooms for at-risk students were also beneficial for the other students. Interestingly, in an enhanced version of the program, including two extra teacher working hours per week, did not add value for at-risk students in the follow-up test at the end of Grade 3.

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Does Principal Professional Development Improve Schooling Outcomes? Evidence from Pennsylvania’s Inspired Leadership Induction Program

Matthew P. Steinberg and Haisheng Yang

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Is principal induction effective at raising student achievement?

Yes, according to a study of Pennsylvania’s Inspired Leadership (PIL) induction program. In schools where principals completed the PIL induction program, teachers became more effective, resulting in modest improvements in student achievement of approximately 1-2 weeks of additional schooling. These benefits were concentrated in schools that served the most economically disadvantaged and minority students in urban districts.

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The Effects of the Louisiana Scholarship Program on Student Achievement and College Entrance

Heidi H. Erickson, Jonathan N. Mills, and Patrick J. Wolf

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How did the LSP affect student outcomes?

A new study estimates the average impact of the Louisiana Scholarship Program (LSP) on student achievement in math, English Language Arts (ELA), and science after four years of the program. After large initial declines in achievement in the first year of the program, students in grades 1-5 who used LSP scholarships won through lotteries regained some of their lost ground. However, they continued to perform below similar students who did not receive a scholarship by a lottery.

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Impacting 9th Grade Educational Outcomes: A Randomized Controlled Trial of the BARR Model

Trisha Borman, Johannes Bos, So Jung Park & Amelia Auchstetter

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BARR students earn more core course credits, perform better on math standardized tests, and report better in-school experiences

The transition from eighth grade to ninth grade is a critical point for students. It can set them on a path toward successfully graduating from high school or dropping out. A growing number of schools have sought to support ninth-grade students through the Building Assets, Reducing Risks (BARR) model. BARR focuses on building in-school relationships and using students’ strengths to improve student outcomes.

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Identifying Progress Toward Ethnoracial Achievement Equity across U.S. School Districts: A New Approach

Allison Atteberry, Kendra Bischoff, Ann Owens

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How do we identify districts where ethnoracial achievement disparities have shrunk since 2009?

We draw on district-level test score data to describe an approach for measuring ethnoracial achievement gaps and assessing trends toward achievement equity from 2009 to 2016. We assess the national landscape to examine if (and to what extent) school districts’ achievement gaps have shrunk or widened since 2009.

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Investigating Efficacy, Moderators, and Mediators for an Online Mathematics Homework Intervention

Summary by: Muqi Guo

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ASSISTments is an online math homework intervention developed to target formative assessment. Teachers and students can assign, do, and review homework using the ASSISTments platform. While doing homework in ASSISTments students receive immediate feedback on their work, opportunities to improve their answers, and hints and tutorials for select problems. Teachers receive a report that identifies which assigned homework problems were difficult for students, along with common wrong answers.

What are the impacts of the ASSISTments intervention?

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Impact of Providing Teachers and Principals with Performance Feedback on Their Practice and Student Achievement: Evidence from a Large-Scale Randomized Experiment

Mengli Song, Andrew J. Wayne, Michael S. Garet, Seth Brown, and Jordan Rickles

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What is the intervention tested in this study?

The 2-year intervention consisted of three components that were designed to provide educators with performance feedback on classroom practice (four times per year), student growth (once per year), and principal leadership (twice per year), respectively. The intervention targeted principals and teachers of reading and mathematics in grades 4–8, whose participation in the intervention was voluntary with no consequences for tenure or employment.

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Immediate and Long-Term Efficacy of a Kindergarten Mathematics Intervention

Ben Clarke, Christian Doabler, Keith Smolkowski, Evangeline Kurtz Nelson, Hank Fien, Scott K. Baker, Derek Kosty

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Early intervention can reduce the achievement gap in mathematics

More than half of elementary school students in the United States score below proficient in mathematics in fourth grade. To address this problem, educators can provide early intervention on whole number skills (e.g., counting by ones; adding two numbers to make 10; decomposing numbers). Early intervention may be integral to children’s long-term success with mathematical thinking because difficulty at school entry typically persists into later elementary grades. Persistent frustration and hardship in learning mathematics are associated with a mathematics learning disability (MLD). Students with MLD are most vulnerable to lifelong difficulty managing daily tasks that involve numbers (e.g., money management). Students with or at risk for MLD will likely benefit from intervention as early as possible to reduce adverse long-term impacts.

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