Educational institutions and governing practices are increasingly augmented with digital database technologies that function as new kinds of policy instruments. This article surveys and maps the landscape of digital policy instrumentation in education and provides two detailed case studies of new digital data systems. The Learning Curve is a…

Educational data mining is an emerging research field concerned with developing methods for exploring the unique types of data that come from educational context. These data allow the educational stakeholders to discover new, interesting and valuable knowledge about students. In this paper, we present a new user-friendly decision support tool for…

This Innovative Practice Category Work In Progress paper presents an application of machine learning and data mining to student performance data in an undergraduate electrical engineering program. We are developing an analytical approach to enhance retention in the program especially among underrepresented groups. Our approach will provide…

Because the relationship between computer use and achievement is still puzzling, there is a need to prepare and analyze good quality datasets on computer use and achievement. Such a dataset can be derived from TIMSS data. This paper describes how this dataset can be prepared. It also gives an example of how the dataset may be analyzed. The…

As data-based decision making is receiving increased attention in education, more and more school performance feedback systems (SPFSs) are being developed and used worldwide. These systems provide schools with data on their functioning. However, little research is available on the characteristics of the different SPFSs. Therefore, this study…

In this study, we develop a theoretical model to investigate the association between social network properties, "content richness" (CR) in academic learning discourse, and performance. CR is the extent to which one contributes content that is meaningful, insightful and constructive to aid learning and by social network properties we…

Using the same data, which could come from local databases or external sources, such as the Web, virtual museum designers can build different hyperspaces. It is possible that visitors would find some of them more useful than others. Virtual museums designers should be equipped with a tool by which various hyperspaces for virtual museums can be…

One of the challenges limiting the capability for analysis of educational issues is that data on school enrollments, staffing, and financing are collected through separate but annually conducted universe surveys. Because the data are collected and provided by separate agencies, the available data from the nation's school districts are often…

Describes the methodology and results of the log analysis for the Alcohol Studies Database (ASDB), a domain-specific database supported by the Center of Alcohol Studies at Rutgers University Libraries. The objectives were to better understand user search behavior, to analyze failure rates, and to develop approaches for improving the user…

A 5-year study of the Illinois Eastern Community College District 529 Information Referral and Retention (IR&R) Project was conducted. Its purpose was to evaluate demographic and educational information regarding 888 students enrolled in the IR&R Public Assistance Program from November 1983 through June 1988. As part of the study, an…

As part of its Priorities, Quality, and Productivity (PQP) initiative, the Illinois State Board of Higher Education asked institutions to address issues associated with faculty roles and responsibilities. This paper describes the statewide information collected, how the data are used in Board reports, and how improved data collection might…