Measurement of the building blocks of everyday thought must capture the range of different ways that humans may train, develop, and use their cognitive resources in real world tasks. Executive Function as a construct has been enthusiastically adopted by cognitive and education sciences due to its theorized role as an underpinning of, and…

Oral reading fluency (ORF) assessments are commonly used to screen at-risk readers and to evaluate the effectiveness of interventions as curriculum-based measurements. As with other assessments, equating ORF scores becomes necessary when we want to compare ORF scores from different test forms. Recently, Kara et al. (2023) proposed a model-based…

Because creativity is an essential 21st century skill that must be developed in gifted and talented student populations, it is important for gifted and talented programs to nurture mathematical creativity. To shed light on this topic, this article explores three questions: What is mathematical creativity? How can we develop students' mathematical…

An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…

Collaboration between English as a Second Language (ESL) and content teachers to support multilingual students designated as English Learners is a growing but complex phenomenon in U.S. schools, and one that has continued to evolve during the pandemic and related disruptions to schooling. We draw upon ecological perspectives on language learning…

Young children seem to pick up words quickly, almost effortlessly, through various media in the early years. Studies have shown that storybooks, TV, screen media, and ebooks can all be sources for incidental word learning without formal instruction. Yet, typically, research has investigated learning from a single medium in isolation or in…

Currently the design standards for single case experimental designs (SCEDs) are based on validity considerations as prescribed by the What Works Clearinghouse. However, there is a need for design considerations such as power based on statistical analyses. We compute and derive power using computations for (AB)[superscript k] designs with multiple…

Credit recovery programs are a form of alternative learning in which students have an additional opportunity to gain credit, or pass, a previously failed class by retaking the course, either in full or with key standards. Although little scientific research exists regarding the effectiveness of credit recovery, in addition to the short- and…

Given the rapid growth of research-practice partnerships (RPPs), we need a framework that helps the field understand how RPPs can facilitate organizational learning in service of local educational improvement and transformation. Drawing on sociocultural and organizational learning theories, we argue that learning can happen for the organizations…

As part of the federally-funded grant project "SLIDE: The School Librarian Investigation--Decline or Evolution?" this study analyzed the status of school librarian employment for almost 13,000 U.S public school districts from 2018-19 and 2020-21. The purpose of the study was to learn how the COVID-19 pandemic, which radically disrupted…

Structural equation modeling (SEM) is a widely used technique for studies involving latent constructs. While covariance-based SEM (CB-SEM) permits estimating the regression relationship among latent constructs, the parameters governing this relationship do not apply to that among the scored values of the constructs, which are needed for…

Bayesian inference for structural equation models (SEMs) is increasingly popular in social and psychological sciences owing to its flexibility to adapt to more complex models and the ability to include prior information if available. However, there are two major hurdles in using the traditional Bayesian SEM in practice: (1) the information nested…

In the target article, Xing and colleagues (2021) claimed that 6- to 8-year-olds who spontaneously referenced the midpoint of 0-100 number lines made more accurate magnitude estimates and scored higher on a standardized math achievement test than other children. Unlike previous studies, however, the authors found no relation between accuracy on…

I discuss a published paper in political science that made a claim that aroused skepticism. The reanalysis is an example of how we, as consumers as well as producers of science, can engage with published work. This can be viewed as a sort of collaboration performed implicitly between the authors of a published paper and later researchers who want…

School and district leaders make annual decisions about investing their budgets in a multitude of educational programs. Policy directives set expectations for investing in programs that show evidence of improving student outcomes. However, evaluating many simultaneously-implemented programs under typical school operating conditions is challenging.…