We present a machine learning model that uses particular attributes of individual questions asked by teachers and students to predict two properties of classroom discourse that have previously been linked to improved student achievement. These properties, uptake and authenticity, have previously been studied by using trained observers to live-code…

The purpose of this work is to contribute to the body of knowledge on processes by which students develop interdisciplinary understanding of contents, as well as to suggest technology-enhanced means for supporting them in these processes in the context of higher education. In doing so, we suggest a rethinking of three traditional practices that…

A growing appreciation for the porous boundaries between the classroom and life experience, along with the power of social learning, authentic audiences, and integrative contexts, has created not only promising changes in learning but also disruptive moments in teaching. Disruptive moments, the author means "disruption" in the way Clayton…

This study reveals general didactic concepts of the Expert Systems (ES) development process in the educational area. The proof of concept is based on the example of teaching the 8th grade Algebra subject. The main contribution in this work is the implementation of innovative approaches in analysis and processing of data by expert system as well as…

Governors and other state leaders have shown an increasing interest in creating new models of teacher compensation that would reward educators based on their contributions to student learning. To support this interest, the National Governors Association (NGA) hosted a policy academy focusing on that issue. The policy academy provided teams with…

On August 9, 2012, the Institute of Education Sciences (IES) convened a meeting of researchers and U.S. Department of Education (ED) and IES staff to discuss recent advances in measuring teacher effectiveness. The objectives of the meeting were to: (1) Identify and discuss recent advances in the use of value-added models (VAMs) and student growth…

On August 9, 2012, the Institute of Education Sciences (IES) convened a meeting of researchers and U.S. Department of Education (ED) and IES staff to discuss recent advances in measuring teacher effectiveness. The objectives of the meeting were to: (1) Identify and discuss recent advances in the use of value-added models (VAMs) and student growth…

In recent years, education systems around the world have been keeping a keen eye on rankings of student achievement as measured by internationally benchmarked tests. This has led to considerable attention being paid to teasing out success factors that may account for countries that have emerged top of the ranks or those that have shown the most…

In a series of well-known papers, Chi and Slotta (M. T. H. Chi, 1992, 2005; M. T. H. Chi & J. D. Slotta, 1993; M. T. H. Chi, J. D. Slotta, & N. de Leeuw, 1994; J. Slotta & M. T. H. Chi, 2006; J. D. Slotta, M. T. H. Chi, & E. Joram, 1995) have contended that a reason for students' difficulties in learning physics is that students…

This report takes a comprehensive look at achievement for low-income promising learners--past, present, and future. At its core, it challenges the nation to move beyond its near-singular focus of achieving minimum performance for all students, to identifying and developing the talent of all students who are capable of high achievement, including…

With the current emphasis in educational policy on improving teacher effectiveness, states and school districts are quickly developing and implementing new models of teacher evaluation. However, few models address the unique challenges in accurately measuring achievement growth of students with disabilities (including those participating in…

Change is indeed the watchword for this millennial generation and the inherent responsibility of educating our youth places our country's education system in the epicenter of that evolutionary experience. Such a clarion call for academic excellence requires an educational paradigm, which fosters a school's continuous capacity for improvement. The…

This paper explores the developing concept of expertise, taking the Dreyfus and Dreyfus staged model as its starting point. It analyses criticism of the Dreyfus model and considers more recent attempts to resolve the tensions implicit within it. The authors go on to suggest ways some of the later modifications can be improved. The traditional…

Universal design for learning (UDL) offers an educational framework for a college instructor that can maximize the design and delivery of course instruction by emphasizing multiple representations of materials, varied means for student expression, content and knowledge, and multiple ways to motivate and engage student learning. Through a UDL lens,…

The Comprehensive Application of Behavior Analysis to Schooling or CABAS[R] model is characterized by an organizational system of teacher training and mentoring by those with more expertise in the science of behavior analytic teaching. At the center of the system are the students, whose data drive the system. Decades of research support the…