We propose an innovative, effective, and data-agnostic method to train a deep-neural network model with an extremely small training dataset, called VELR (Voting-based Ensemble Learning with Rejection). In educational research and practice, providing valid labels for a sufficient amount of data to be used for supervised learning can be very costly…

With the emergence of MOOCs, it becomes crucial to automate the process of a course design to accommodate the diverse learning demands of students. Modeling the relationships among educational topics is a fundamental first step for automating curriculum planning and course design. In this paper, we introduce "Topic Transition Map" (TTM),…

There is growing recognition that mathematical modeling can be a lever for equity in elementary mathematics classrooms. This study focuses on the impact of a professional development program focused on culturally responsive mathematical modeling on 8 kindergarten through 2nd grade teachers' practices in modeling lessons. We use a project developed…

Students with learning disabilities/difficulties in mathematics often apply ineffective procedures to solve word problems. Given that current mathematics curriculum standards emphasize conceptual understanding in problem solving as well as higher-order thinking and reasoning, the purpose of this study was to evaluate the impact of a model-based…

This mixed methods study examined the impact of using untethered lecture capture (ULC) as an instructional technology with preservice teacher educators, both on learning experiences as students and confidence using technology as teachers. Results found statistically significant (p < 0.05) increases in confidence in using technology as a…

Schools of education are often criticized for not effectively preparing teacher candidates and teacher education research has been criticized for lack of rigor in examining the impact on student learning. Teacher preparation accrediting agencies have responded with requirements for programs to demonstrate the effectiveness of their graduates based…

Recent years have seen a growing interest in block-based programming environments for computer science education. While these environments hold significant potential for novice programmers, they lack the adaptive support necessary to accommodate students exhibiting a wide range of initial capabilities and dispositions toward computing. A promising…

Learning assistance is an essential part of higher education. Tutors, the core of the assistance staff, need to have learning assistance skills. If the potential for these skills can be identified when selecting tutors, the training method will be more efficient. Also, learning assistance skills are thought to be related to learning skills.…

This chapter investigates the impact and relative advantages of two engagement models for delivering science-specific PD: school-led partnerships and external-led PD delivered by STEM experts. Traditionally professional development (PD) led by professional education experts has been used to improve the quality of science teaching and learning in…

Due to the competitive and fast-changing nature of external business environments, university students should acquire knowledge of how to cooperate, share knowledge, and enhance team effectiveness and individual learning in the future workplace. Consequently, the redesign of business courses in higher education merits more discussion. Based on the…

Carbon cycling is a key natural system that requires robust science literacy to understand how and why climate change is occurring. Studies show that students tend to compartmentalize carbon movement within plants and animals and are challenged to make sense of how carbon cycles on a global scale. Studies also show that students hold faulty models…

The reason for the interest in the use of learning technologies that protect health in education is not to harm the physical and psychological health of learners in the process of training and education. After the creation of new types of innovative educational institutions, the knowledge load of learners increases, the increasing learning load…

This study presents a unique educational partnership combining the Children's Defense Fund (CDF) Freedom Schools Program with a concentrated iteration of civic education via iEngage Action Civics in order to provide an opportunity for a localized curriculum that featured specificity to the urban community demographic. Participants were asked to…

This study investigated the impact of the transformation and turnaround intervention models and leadership perception on the achievement of students attending Kentucky's priority high schools. Repeated-measures analyses of variance were conducted to show the effect of the chosen model on academic achievement of students with test scores obtained…

Amidst calls to personalize learning and blend K-12 classrooms, all too often we stop short of specifics. When the Highlander Institute and the Clayton Christensen Institute came together last year to plan the 2016 Blended and Personalized Learning Conference, their goal was to organize an event that put practitioners at the center of the…