How can we automatically determine which skills must be mastered for the successful completion of an online course? Large-scale online courses (e.g., MOOCs) often contain a broad range of contents frequently intended to be a semester's worth of materials; this breadth often makes it difficult to articulate an accurate set of skills and knowledge…

Changes in legislation including NCLB, RTT, and ESEA Flexibility Waivers have influenced the educational landscape. States and school districts have spent considerable time and resources to meet the mandates of this changing legislation, including the development of reporting systems and modification of principal evaluations systems. However, the…

The role of teacher assistants has paralleled the changes in education over the years. The teacher assistants, who numbered 1.3 million in 2008 and are projected to increase by 10 percent by 2018 (Office of Labor Statistics, 2012) are valuable members of our educational communities providing support to students with special needs. These teacher…

The Commonwealth of Pennsylvania plans to develop a new statewide evaluation system for teachers and principals in its public schools by school year 2013-2014. To inform the development of this evaluation system, the Team Pennsylvania Foundation (Team PA) undertook the first phase of the Pennsylvania Teacher and Principal Evaluation…

The Commonwealth of Pennsylvania plans to develop a new statewide evaluation system for teachers and principals in its public schools by school year 2013-2014. To inform the development of this evaluation system, the Team Pennsylvania Foundation (Team PA) undertook the first phase of the Pennsylvania Teacher and Principal Evaluation…

We present a new method for analyzing a student's learning over time for a specific skill: analysis of the graph of the student's moment-by-moment learning over time. Moment-by-moment learning is calculated using a data-mined model that assesses the probability that a student learned a skill or concept at a specific time during learning (Baker,…

Some fourth, fifth and sixth grade students in a rural Pennsylvania school district are not achieving at a proficient level and have low self-efficacy in reading. The purpose of this study was to determine the relationship between teacher implemented mastery orientation goals, students' judgment of their ability to perform the task of reading…

Background/Context: Parents, policymakers, and researchers uphold that missing school has negative implications on schooling success, particularly for students in urban schools. However, it has thus far been an empirical challenge within educational research to estimate the true effect that absences have on achievement outcomes. This study…

When taking mathematics courses, students will sometimes ask their recurring question, "When will I ever use this in real life?" Educators are often unable to provide a direct connection between what they are teaching in the classroom and a real-life application. However, when such an opportunity does arise, they should seize it and…

The purpose of this study was to examine the impact of Pennsylvania school library programs on student learning--specifically, the infrastructure (staffing, budgets, collections, technology, and access hours) that contributes most to student achievement, the costs and benefits associated with them, and the gap between current Pennsylvania school…

Prior to the mandatory testing and reporting required by the No Child Left Behind Act (NCLB), school improvement efforts were shown to lack coherence (Newman, Smith, Allensworth, & Bryk, 2001) and often included conflicting programs (Hatch, 2002). Part of the theory of performance-based accountability in general, and NCLB in particular, was…

This proposed research is part of an on-going line of research of developing questionnaire instruments for use at the elementary school level. Because field trials often use child self-report as outcome measures and sometimes determine implementation fidelity using such measures, evaluation of the validity of the use of such measures with…

Seventy secondary mathematics pre-service teachers from two universities were assessed on their content knowledge, vocabulary knowledge, and their perceived confidence in teaching the content addressed on the eleventh grade state assessment. The results indicate the pre-service teachers had significant content weakness in data analysis, algebra,…

This paper presents a model which can automatically detect a variety of student speech acts as students collaborate within a computer supported collaborative learning environment. In addition, an analysis is presented which gives substantial insight as to how students' learning is associated with students' speech acts, knowledge that will…

The Second International Conference on Educational Data Mining (EDM2009) was held at the University of Cordoba, Spain, on July 1-3, 2009. EDM brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large data sets to answer educational research questions. The increase in instrumented…