Data analytics is undergoing an evolution through effective data use to support both operational and learning analytics models. However, this evolution will require that institutional leaders transform their data systems to best support the needs of application modeling and use their intuition to help drive the development of better analytical…

School dropout is a growing concern across Latin America because of its negative social and economic consequences. Identifying who is likely to drop out, and therefore could be targeted for interventions, is a well-studied prediction problem in countries with strong administrative data. In this paper, we use new data in Guatemala and Honduras to…

With the adoption of Learning Management Systems (LMSs) in educational institutions, a lot of data has become available describing students' online behavior. Many researchers have used these data to predict student performance. This has led to a rather diverse set of findings, possibly related to the diversity in courses and predictor variables…

We use data from Washington State to examine two stages of the teacher pipeline: the placement of prospective teachers into student teaching assignments and the hiring of prospective teachers into their first teaching positions. We find that prospective teachers are likely to complete their student teaching near their college and hometowns but…

We use data from Washington State to examine two stages of the teacher pipeline: the placement of prospective teachers in student teaching assignments; and the hiring of prospective teachers into their first teaching positions. We find that prospective teachers are likely to complete their student teaching near their college and hometowns, but…

Faced with rising demand for information about early childhood programs, states need to find tools and strategies to monitor the progress of and to identify high-quality early childhood programs. In response, REL Mid-Atlantic convened a regional workgroup for state personnel who work with the systems containing early childhood data. The workgroup…

We use data from Washington State to examine two distinct stages of the teacher pipeline: the placement of prospective teachers in student teaching assignments; and the hiring of prospective teachers into their first teaching positions. We find that prospective teachers are likely to complete their student teaching near their college and…

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…

We study the effectiveness of teachers certified by the National Board for Professional Teaching Standards (NBPTS) in Washington State, which has one of the largest populations of National Board Certified Teachers (NBCTs) in the nation. Based on value-added models in math and reading, we find that NBPTS certified teachers are about 0.01-0.05…

This study investigated the unique relations between school concentrations of student risk factors and measures of reading, mathematics, and attendance. It used an integrated administrative data system to create a combined data set of risks (i.e., birth risks, teen mother, low maternal education, homelessness, maltreatment, and lead exposure) for…

This paper demonstrates the importance of effective planning when using database application programs in exceptional education programs, to more efficiently track students' performance, keep vital information, and create desired reports. The described approach, called the ends-to-means model, calls for developing the database by designing the…

Using as examples four computerized database systems operating in schools of medicine, this article examines ways in which software designs differ and some of the operating implications of these differences. (Author/GK)

Trident Technical College developed a process using microcomputers to produce certificates for competency-based curricula. At the beginning of the process, criteria were set for the program. A software program was needed that used available computers, was easy to use, and produced a competency statement that was easy to read and interpret. A…

The design and development of a computerized student flow model at Eastern Montana College and its use in monitoring student enrollment are considered. In addition, guidelines are presented for adapting a flow model to the dimensions of a particular institution. Particular emphasis is given to reviewing the criteria that researchers should use…

Due to factors such as high enrollment demands, limited institutional space, and high program costs, certain admissions requirements in the guidance/selection of students for health technology programs at Virginia Western Community College (VWCC) have become necessary. A Health Technology Admissions Evaluation System was created to develop and…