This study investigates a possible way to analyze chat data from collaborative learning environments using epistemic network analysis and topic modeling. A 300-topic general topic model built from TASA (Touchstone Applied Science Associates) corpus was used in this study. 300 topic scores for each of the 15,670 utterances in our chat data were…

The Kindergarten Observation Tool (KOT), an observation-based assessment tool designed for use during the first 30 instructional days of kindergarten, was implemented across New Mexico in fall of 2016 as the states' kindergarten entry assessment (KEA). After KOT administration ended, a survey was developed aimed to understand how New Mexico…

The report expands knowledge about Texas Latino students while providing higher education institutions and policymakers across the country with actionable information to help more Latino students graduate. Stakeholders in Texas have diverse strategies to improve the pathways to college completion. However, too often discussion on transfer pathways…

Education has undergone a sweeping renovation throughout the last several decades as part of the school accountability movement aimed to increase student success. High school graduation rates are the highest they have been in decades. School accountability measures continue to be implemented and modified with a goal of increasing student success…

The purpose of this phenomenological study was to examine how teachers from various levels of technology self-efficacy perceive and implement technology within their specific classroom. Using a qualitative approach, I explored four public schools from a medium to large-sized school district in the Southeastern United States. The Technology…

More than 65,000 teachers show up each day to work in Tennessee's public schools. At the current rate, half of these teachers will leave or retire in the next decade. The positions they vacate will be filled primarily by novice educators. What will it take to ensure Tennessee has a strong and vibrant new teacher pipeline in the years to come? This…

European policy-making in vocational education and training (VET) needs to be supported by sound evidence. In this report, Cedefop has selected 36 indicators to quantify key aspects of VET and lifelong learning. The selection is based on their policy relevance and their importance in achieving the Europe 2020 objectives. The report accounts for…

Research in schools entails a journey of mutual recognition and trust between the researchers and the teaching staff, and a negotiation of give-and-take. The most effective reward for both parties is engaging in a mutually satisfying project in which both the researchers and the teachers occupy complementary spaces--rather than asymmetrical…

Educational systems typically contain a large pool of items (questions, problems). Using data mining techniques we can group these items into knowledge components, detect duplicated items and outliers, and identify missing items. To these ends, it is useful to analyze item similarities, which can be used as input to clustering or visualization…

An integrated data system (IDS) that links information from separate administrative data systems offers policymakers, program administrators and researchers a powerful tool to analyze interactive effects across systems and make more informed decisions to improve outcomes for vulnerable families. This case study discusses how two states (Washington…

The 2012 edition of the "Digest of Education Statistics" is the 48th in a series of publications initiated in 1962. The "Digest" has been issued annually except for combined editions for the years 1977-78, 1983-84, and 1985-86. Its primary purpose is to provide a compilation of statistical information covering the broad field…

Identifying collaboration between learners in a course is an important challenge in education for two reasons: First, depending on the courses rules, collaboration can be considered a form of cheating. Second, it helps one to more accurately evaluate each learners competence. While such collaboration identification is already challenging in…

In this paper, we discuss a scalable approach for integrating learning analytics into an online K-12 science curriculum. A description of the curriculum and the underlying pedagogical framework is followed by a discussion of the challenges to be tackled as part of this integration. We include examples of data visualization based on teacher usage…

Analyzing a conference, especially one as young and focused as LAK, provides the opportunity to observe the structure and contributions of the scientific community around it. This work will perform a Scientometric analysis, coupled with a more in-depth manual content analysis, to extract this insight from the proceedings and program of LAK 2013.…

This paper describes an application of learning analytics that builds on an existing research program investigating how students contribute and attend to the messages of others in asynchronous online discussions. We first overview the E-Listening research program and then explain how this work was translated into analytics that students and…