Logged tracking data for online courses are generally not available to instructors, students, and course designers and developers, and even if these data were available, most content-oriented instructors do not have the skill set to analyze them. Learning analytics, mined from logged course data and usually presented in the form of learning…

Although game-based learning has been increasingly promoted in education, there is a need to adapt game content to individual needs for personalized learning. Procedural content generation (PCG) offers a solution for difficulty in developing game contents automatically by algorithmic means as it can generate individually customizable game contents…

The main objective of this study is to determine the training needs of prospective teachers for gender-aware media literacy training. In this study, within the scope of which qualitative research methods were employed, case study model was used. The study group was designated by using maximum variation sampling method, as one of the purposeful…

Research indicates that understanding levels of abstraction (LOA) and being able to move between the levels is essential to programming success. For K-5 contexts we rename the LOA levels: problem, design, code and running the code. In our qualitative exploratory study, we interviewed five K-5 teachers on their uses of LOA, particularly the design…

Districts across the country are facing severe shortages of teachers--especially in certain subjects (math, science, special education, career and technical education, and bilingual education) and in specific schools (urban, rural, high-poverty, high-minority, and low-achieving). The severity of the teacher shortage problem varies significantly by…

This study examined the effect of various district and site level conditions that influence the frequency of teacher data-driven decision-making behaviors. This study is motivated by four research questions: 1) Among various kinds of data available to teachers and principals in making data-driven decisions: a. What is the relative level of…

This study investigated what log files can reveal about learner behaviour of low- and non-literate adults learning to read for the first time in Finnish as a second language. The participants' reading development was supported by practising in an online training environment. Log files, automatically created user-computer interaction records, were…

This report updates the 2011-12 Integrated Postsecondary Education Data System (IPEDS) survey components report--"The History and Origins of Survey Items for the Integrated Postsecondary Education Data System"--in order to reflect the 2016-17 data collection. As the first report did, this report provides an inventory of the IPEDS data…

This research set out to explore the connections between the use of global data in primary mathematics lessons as a way of engaging and inspiring teachers and pupils and raising levels of participation from more reluctant mathematicians. The study explores to what extent teachers are keen to use this approach to teaching and learning in…

The adult learner is often defined by age (25 years or older) as an easy way to distinguish this group from students who head to college straight out of high school. But age is insufficient as a defining factor. The growing popularity of other terms like nontraditional student--and more recently, terms like post-traditional student or today's…

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.…