Amount of educational data has been constantly increasing for years in all domains and kinds of education (formal or informal) and educational activities (teaching, learning, assessment, use of social media and collaboration and so on). Accordingly, Learning Analytics (LA) become a powerful mechanism for supporting learners, instructors, teachers,…

This paper introduces a learning analytics policy and strategy framework developed by a cross-European research project team -- SHEILA (Supporting Higher Education to Integrate Learning Analytics), based on interviews with 78 senior managers from 51 European higher education institutions across 16 countries. The framework was developed adapting…

Higher education institutions and involved stakeholders can derive multiple benefits from learning analytics by using different data analytics strategies to produce summative, real-time, and predictive insights and recommendations. However, are institutions and academic as well as administrative staff prepared for learning analytics? A learning…

In this article we report on the findings of a project funded by the Australian Office for Learning and Teaching and entitled "Learning Analytics: Assisting Universities with Student Retention." While this project was primarily focused on retention as a potential outcome of learning analytics, its application could be related to the…

Recently, the possibilities for leveraging "big data" in research and pedagogy have given rise to the growing field of "learning analytics" in online education. While much of this work has focused on quantitative metrics, some have called for critical perspectives that interrogate such data as an interplay between technical…

The Scholarship of Teaching and Learning (SoTL) has been described as the fastest growing academic development movement in higher education. As this field of inquiry matures, there is a need to understand how SoTL research is conducted. The purpose of our study was to inform this debate by investigating research approaches used in SoTL…

Designing, validating, and deploying learning analytics tools for instructors or students is a challenge that requires techniques and methods from different disciplines, such as software engineering, human-computer interaction, computer graphics, educational design, and psychology. Whilst each has established its own design methodologies, we now…

The phenomenon of low fertility has been negatively impacted on the social structure of the educational environment in Taiwan. To increase the learning effectiveness of students became the most important issue for the Universities in Taiwan. Due to the subjective judgment of evaluators and the attributes of influenced factors are always fuzzy, it…

This article starts with a detailed literature review of recent studies that focused on using learning analytics software or learning management system data to determine the nature of any relationships between online student activity and their academic outcomes within university-level business courses. The article then describes how data was…

Presents the results of student evaluations of an experimental program in self-directed learning at Kent State University. Focuses on student demography, overall student reaction, certain comparative evaluations to determine student reaction, student load preferences, and the impact of teacher-guides. (Author/RK)

Reports the results of a study of the effects of intermediate economics courses on knowledge and understanding of economic concepts among undergraduate students at Harvard University. Courses involved in the study included micro and macro courses, field courses, a theoretical course, and a policy-oriented course. (Author/DB)

A model that integrates the systematic observation of student and teacher behaviors with an analysis of student achievement is presented. It assesses student learning and time use for a particular lesson and provides the instructor with immediate feedback that documents teaching effectiveness. (MLW)

Several important issues to improvement of teaching and learning are identified: accountability, assessing effectiveness, increasing demands for data, expanding technology and research, and minority participation in higher education. Useful tools for institutional researchers emerging from work at National Center for Research to Improve…

The study examines the learning and personal experiences of college students in three geography courses. A major objective is to ascertain the personal meaning of the course, as denoted by the way students define the course experience, their learning, and its relation to later experiences. An additional objective is to develop a model for…

Designed specifically for higher education administrators, faculty, and student affairs professionals, this book provides a comprehensive overview of the principles, purposes, practices and uses of assessment, with particular emphasis on student learning and development. Nine chapters present and discuss a series of assessment steps: Chapter 1…