New knowledge tracing models are continuously being proposed, even at a pace where state-of-the-art models cannot be compared with each other at the time of publication. This leads to a situation where ranking models is hard, and the underlying reasons of the models' performance -- be it architectural choices, hyperparameter tuning, performance…

Self-regulation, defined as volitional control of attention, behavior, and executive functions for the purposes of goal-directed action is associated with multiple school-related outcomes. Children with robust self-regulation have been shown to more cooperatively participate in classroom activities, sustain focus on tasks and exhibit reduced…

The purpose of this study was to examine the cognitive predictors of calculations and number line estimation with whole numbers and fractions. At-risk 4th-grade students (N = 139) were assessed on 6 domain-general abilities (i.e., working memory, processing speed, concept formation, language, attentive behavior, and nonverbal reasoning) and…

One important reason early childhood education contributes to the overall success of students in the K-12 system is that it helps students start kindergarten better prepared. Every kindergartener entering a public school in Arkansas is given the Qualls Early Learning Inventory (QELI). This is a developmentally appropriate assessment that observes…

Numerous authors have reviewed research to determine which skills are considered fundamental to successful academic and social outcomes for students (Hattie, Briggs, & Purdie, 1996; Masten & Coatworth, 1998; Wang, Haertel, & Walberg, 1994; Zins, Weissberg, Wang, & Walberg, 2004). These skills include: (1) cognitive and…

The aim of this paper is to address two research questions related to the policy goal of having all children ready to learn at kindergarten entry. First, to what extent are children's socioemotional skills and behavior higher when they experience higher quality preschools? Second, are the effects of preschool center quality on these school…

This manual provides guidance and documentation for users of the longitudinal kindergarten-fourth grade (K-4) public-use data file of the Early Childhood Longitudinal Study, Kindergarten Class of 2010-11 (ECLS-K:2011), which includes the first release of the public version of the third-grade data. This manual mainly provides information specific…

Examines the relationship between teacher attitudes toward students and visual attending behavior in the classroom. Thirty-two students were identified in four categories, subsequently labeled accepted, indifferent, concerned and rejected. Results indicated significant differences in visual attending behavior and a two-way interaction with pupil…

Noting that there is little information available about how child and teacher characteristics are related to child engagement behaviors, this study examined the effects of child characteristics on observed engagement in early childhood settings, and the interaction effects of child characteristics and teacher interaction behaviors on observed…

Fourteen second and third grade children viewed "The Electric Company" television series pilot shows while color slides flashed on a nearby screen competed for their attention. The children's visual attention was monitored and recorded. Bits from the shows were then ranked according to percentage of attention they received, and the…