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…

This discussion paper explores the possibilities and risks that data linkage presents for the vocational education and training (VET) sector. Along with a broad overview of the nature of data linkage, it highlights possible applications for data linkage in the VET sector and examines the key challenges associated with its use. A number of case…

This paper presents a systematic literature review of the state-of-the-art of research on learning dashboards in the fields of Learning Analytics and Educational Data Mining. Research on learning dashboards aims to identify what data is meaningful to different stakeholders and how data can be presented to support sense-making processes. Learning…

Educational authorities and policymakers are increasingly focused on protecting student privacy while using data to inform program and policy decisions. Data from more than one government agency is often analyzed to more holistically inform these decisions. This has led to the development of integrated data systems (IDSs) that allow linkage of…

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…

Educational data mining (EDM) is an emerging discipline that focuses on applying data mining tools and techniques to educationally related data. The discipline focuses on analyzing educational data to develop models for improving learning experiences and improving institutional effectiveness. A literature review on educational data mining topics…

This article describes a data management system (DMS) developed to support a large-scale randomized study of an innovative web-course that was designed to improve substance abuse counselors' knowledge and skills in applying a substance abuse treatment method (i.e., cognitive behavioral therapy; CBT). The randomized trial compared the performance…

This report summarizes more than a decade of experiences with implementing computer-based testing across a 4-year medical curriculum. Practical considerations are given to the fields incorporated within an item database and their use in the creation and analysis of examinations, security issues in the delivery and integrity of examinations,…

The Educational Resources Information Center (ERIC) is one of the major bibliographic databases in the world. The ERIC Clearinghouse on Tests, Measurement, and Evaluation (ERIC/TM) contributes to this database by acquiring, selecting, and processing documents pertaining to all aspects of testing, evaluation, and learning theory. The ERIC/TM has…

Higher Education institutions in the United States are considering Open Source software applications such as the Moodle and Sakai course management systems and the Kuali financial system to build integrated learning environments that serve both academic and administrative needs. Open Source is presumed to be more flexible and less costly than…

The interdisciplinary school-university partnership based at Stanford University is establishing a database for developing educational policy. The following features are discussed: (1) historical perspective; (2) data collection/feedback process and its contribution to the linking of researcher and practitioner on a national basis; (3) lessons…

In response to legislative mandates calling on educational institutions to become more accountable for monies spent, a number of community colleges in California have implemented research and data collection models to help them answer state and local questions about institutional effectiveness. However, there is a significant difference between…

Describes the development and impact of minicomputer-based system of instructional management for the general psychology program at Texas Tech University (Lubbock). Discusses how a program might be used for educational research in other university settings. Suggests the program can be used in either large or small departments. (KO)

This paper describes and evaluates a computerized system, MATCH, which is being used in South Carolina to match or link student records from year to year. The functioning of MATCH and its specific features are described, and its use in matching student test scores is detailed. The problem of mismatched records and the use of visual editing to…

Nine of the 15 papers in this collection consider the current uses of technology in education and the implications of this use; the six remaining papers focus on applications of technology in education. The papers are: (1) "A Qualitative Synthesis of Pictorial Complexity on Learner Achievement" (Jay Angert, Jon Denton, and Francis Clark); (2)…