Rhode Island's "Blueprint for Multilingual Learner (MLL) Success" articulates a vision and research-based principles that lay out what must be in place at all levels of the educational system for MLLs to thrive. Together, the vision and the principles set the foundational structure for systemic improvement of MLL instruction in Rhode…

The 2018 NSSME+ was based on a national probability sample of schools and computer science, mathematics, and science teachers in grades K-12 in the 50 states and the District of Columbia. The sample was designed to yield national estimates of course offerings and enrollment, teacher background preparation, textbook usage, instructional techniques,…

Effectively grouping learners in an online environment is a highly useful task. However, datasets used in this task often have large numbers of attributes of disparate types and different scales, which traditional clustering approaches cannot handle effectively. Here, a unique dissimilarity measure based on the random forest, which handles the…

Purpose: Various economic growth theories propose a view of globalisation resulting in economic convergence. However, others suggest economic divergence (i.e. a widening gap between global rich and poor) and others still, different patterns of development. Hence it is necessary to validate such globalisation hypotheses with sound quantitative…

This article seeks to answer the following questions: (1) What is keeping educators from moving districts and schools to high-performing data cultures? and (2) What vital role does leadership play? Three years ago, as a senior designer and facilitator, Jennifer Unger developed a data leadership academy to address challenges for leaders, whether…

The introduction of a planetary science topic into teaching provides an opportunity for teachers to broaden the science base and offer an enrichment activity outside the National Curriculum. It enables students to undertake independent learning by engaging in a scientific investigation relevant to the real world. Here, more able students are given…

Using effective assessment techniques can improve an instructor's understanding of student needs and support learner-centered classrooms. Evaluating student learning takes on a new meaning in online classroom environment where students and instructors do not share physical proximity. According to Garrison (2011), the assessment strategies used to…

This paper examines the role of Big Data Analytics in addressing contemporary challenges associated with current changes in institutions of higher education. The paper first explores the potential of Big Data Analytics to support instructors, students and policy analysts to make better evidence based decisions. Secondly, the paper presents an…

The growing ubiquity of the Internet has changed the way we conduct many of our meaningful activities, occupations, today. Despite the changes in technology, human needs haven't changed as radically, we still need connection, involvement, information and avenues of expression, but what has changed are the myriad ways in which we do those things.…

Communicating via text-only computer-mediated communication (CMC) channels is associated with a number of issues that would impair users in achieving dialogue coherence and goals. It has been suggested that humans have devised novel adaptive strategies to deal with those issues. However, it could be that humans rely on "classic"…

As the quality of educational outputs has been problematized, accountability systems have driven reform based upon summative assessment data. These policies impact the ways that educators use data within schools and subsequently, how teacher education programs may adjust their curricula to teach data-driven decision-making to inform instruction.…

Over the years, companies have relied on On-Line Analytical Processing (OLAP) to answer complex questions relating to issues in business environments such as identifying profitability, trends, correlations, and patterns. This paper addresses the application of OLAP in education and learning. The objective of the research presented in the paper is…

This article analyzes the professional development of two English language teachers in a Mexican language center. In particular, it explores the interplay between professional development, identity and agency, and the part played by English language teaching certificates in all of these. Drawing on a case study methodology, which included the use…

Information and communication technology (ICT)-enhanced research methods such as educational data mining (EDM) have allowed researchers to effectively model a broad range of constructs pertaining to the student, moving from traditional assessments of knowledge to assessment of engagement, meta-cognition, strategy and affect. The automated…

The field of learning analytics is being discussed in many circles as an emerging concept in education. In many districts and states, the core philosophy behind learning analytics is not entirely new; for more than a decade, discussions of data-driven decision making and the use of data to drive instruction have been common. Still, the U.S.…