In studies that generate course recommendations based on similarity, the typical enrollment data used for model training consists only of one record per student-course pair. In this study, we explore and quantify the additional signal present in course transaction data, which includes a more granular account of student administrative interactions…

Students who take an online course, such as a MOOC, use the course's discussion forum to ask questions or reach out to instructors when encountering an issue. However, reading and responding to students' questions is difficult to scale because of the time needed to consider each message. As a result, critical issues may be left unresolved, and…

Knowledge components (KCs) have many applications. In computing education, knowing the demonstration of specific KCs has been challenging. This paper introduces an entirely data-driven approach for: (1) discovering KCs; and (2) demonstrating KCs, using students' actual code submissions. Our system is based on two expected properties of KCs: (1)…

Student grade prediction is a popular task for learning analytics, given grades are the traditional form of student performance. However, no matter the learning environment, student background, or domain content, there are things in common across most experiences in learning. In most previous machine learning models, previous grades are considered…

Emoji are commonly used in social media to convey attitudes and emotions. While popular, their use in educational contexts has been sparsely studied. This paper reports on the students' use of emoji in an online course forum in which students annotate and discuss course material in the margins of the online textbook. For this study, instructors…

The political processes involved in an academic program evaluation are discussed. Data gathered from a program evaluation conducted at a small, public, liberal arts university in the Southeast were used in examining the explanatory power of the various theories and models. (Author/MLW)

The Ohio Board of Regents was established as a mechanism to coordinate the growth of higher education institutions in Ohio during the period when enrollments in K-12 school systems suggested large increases in college attendance. During the 1960s 23 states took similar actions to centralize state authority to coordinate or govern higher education.…

This paper argues that a typical use of regression models to target student recruitment efforts is theoretically unsound and may therefore be operationally inefficient. It presents results from a study using a predictive model to identify the prospective students on whom recruitment efforts have the greatest impact. The model uses four kinds of…

This study conducted an econometric analysis of the impact of the University of Delaware (UD), a public, doctoral level institution, on the Delaware economy, particularly the impact of nonresident students. To construct a model the study used historical institutional data from the Office of Institutional Research and Planning at UD and…

The model used in a multivariate fashion to reorganize the Department of Industrial Technology Education at the University of Idaho thereby undergoing a test for effectiveness is presented. This model is a product of a seminar held in West Germany in 1986 in which a group of professional educators from several countries produced a generic model…

This paper examines issues involved in selecting a strategy that could be carried out by institutions to achieve salary equity between male and female faculty. It compares potential strategies based on equity of salary adjustments, political constraints, cost to the institution, and whether the plan removes inequities. Steps in determining…

Possible impacts of the Southern Association of Colleges and Schools (SACS) criterion, Section III, Institutional Effectiveness, are considered. The way that one state university is approaching the new SACS' expectation on institutional effectiveness is examined. Attention is directed to: an effectiveness process model developed by a self-study…

This paper reports on the development and testing of a system dynamics model of the departmental deployment of instructional resources at the University of Wisconsin-Madison. A model was developed using the Stella II computer software package. The model describes describes how departments keep student enrollments, number of course sections, and…

The Learning Resources Service (LRS) at Southern Illinois State University at Carbondale is a department that has evolved from a film service to a broad-based instructional design center. It is involved in some aspects of faculty development, and the relationship between this involvement and traditional instructional design can be viewed in the…

At regional state universities, teacher education is usually a university-wide endeavor. The majority of American public school teachers are prepared at regional state universities. This paper describes a successful, low-cost follow-up study model at a regional state university, Kutztown University (Pennsylvania) Since 1952, the university has…