Automated Essay Scoring (AES) can reliably grade essays at scale and reduce human effort in both classroom and commercial settings. There are currently three dominant supervised learning paradigms for building AES models: feature-based, neural, and hybrid. While feature-based models are more explainable, neural network models often outperform…

The purpose of this quantitative study was to identify the instructional leadership practices that develop a growth mindset in teachers and to determine if the evaluation model will lead to enhanced pedagogical practices. Schools were separated into schools of affluence and poverty. Schools of affluence had less than a 35% free and reduced lunch…

Oral Reading Fluency (ORF) is a widely-used index of reading ability in early elementary grades; however, little information exists on predictive value of student characteristics on ORF scores (Wang, Algozzine, Ma, & Porfeli, 2011). A three-step sequential model was used to analyze the influence of student characteristics on scores (N = 2649)…

The purpose of this study was to compare elementary classroom teachers' actual practice and perceived importance of English Language Arts professional development in five professional development dimensions: alignment, content and modeling, active learning, collaboration, and follow-up, in high and low mastery, low needs schools. The schools…

This study illustrates why preschool children who are dual language learners (DLLs) are not a homogeneous group. An empirically developed model of preschool DLL subgroups, based on latent class analysis, was presented. The model reflects three separate subgroups of DLL children present in many classrooms where DLL children are served: Bilinguals,…

As the education reform movement increasingly focuses on teachers and teaching, educators, policy-makers, and researchers need valid and reliable measures that can be used to evaluate individual teachers, provide guidance for improving teaching performance, and support research in ways that advance instruction and classroom dialog and practice. A…