The use of videos in teaching has gained impetus in recent years, especially after the increased attention towards remote learning. Understanding students' video-related behaviour through learning (and video) analytics can offer instructors significant potential to intervene and enhance course designs. Previous studies explored students' video…

The "Forum Guide to Metadata" presents and examines the ways in which metadata can be used by education agencies to improve data quality and promote a better understanding of education data. Supported by metadata-related case studies from state and local education agencies, the guide highlights the uses of metadata from a technical point…

Educational data mining has gained a lot of attention among scientists in recent years and constitutes an efficient tool for unraveling the concealed knowledge in educational data. Recently, semisupervised learning methods have been gradually implemented in the educational process demonstrating their usability and effectiveness. Cotraining is a…

Student Centered e-Learning Environment (SCELE) is a Moodle-based learning management system (LMS) that has been modified to enhance learning within a computer science department curriculum offered by the Faculty of Computer Science of large public university in Indonesia. This Moodle provided a mechanism to record students' activities when…

This paper examines the development of data infrastructure in Australian schooling with a specific focus on interoperability standards that help to make new markets for education data. The conceptual framework combines insights from studies of infrastructure, economic markets and digital data. The case of the Australian National Schools…

"Opportunity to learn" refers to the extent to which teachers dedicate instructional time and content coverage to the intended curriculum using a range of cognitive processes, instructional practices, and grouping formats. This article describes the My Instructional Learning Opportunities Guidance System, a research-based online teacher…

Purpose: This article seeks to address the interface between individual learning facilitators that use course management systems (CMS) data to support decision-making and course design and institutional infrastructure providers that are responsible for institutional business intelligence. Design/methodology/approach: The design of a data warehouse…

Data have long been considered a key factor in organizational decision-making (Simon, 1955; Lindblom & Cohen, 1979). Data offer perspective, guidance, and insights that inform policy and practice (Newell & Simon, 1972; Kennedy, 1984). Recently, education policymakers have invested in the use of data for organizational improvement in states…

Evaluative instruments designed to assess a university's or college's institutionalization of service-learning practices have been devised and widely utilized. These instruments often come with assumptions about aligning data with decision making. To date, attempts to document community engagement practices within a department or an entire…

This article describes the development of a provider-based outcome measurement system, describing core components and processes, what to measure, who should be involved in the development and measurement process, and what data collection technologies can be used or adopted. Problems in developing model outcome measurement services are presented.…

This article summarizes how an organization designed and implemented a quality improvement infrastructure and an effective outcomes-based management system. Stages included: assessing the organization's current status and planning for buy-in, initiating data collection, ensuring data integrity, utilizing data in clinical assessment and…

Implementation of the No Child Left Behind (NCLB) legislation has been accompanied by demand for data systems capable of providing a longitudinal record of each student's educational experiences and performance over time. The national Study of Education Data Systems and Decision Making is examining both the implementation of student data systems…

High-quality out-of-school-time (OST) programs have a positive effect on youth development, but many cities have found it difficult to address the challenges of expanding and improving the quality of programs offered to underserved and high-need students. In response, The Wallace Foundation sponsored an initiative to help five cities increase…

This report discusses the development and characteristics of the Prospective Student Inquiry Data File and Information System, which is used by the California State University at Chico (CSUC) as part of an effort to increase its student applicant population. Following a brief review of organizational background information, the report is divided…

The Data Quality Campaign is a national, collaborative effort to encourage and support state policymakers to improve the collection, availability and use of high-quality education data and to implement state longitudinal data systems to improve student achievement. The campaign aims to provide tools and resources that will assist state development…