Educational data mining increasingly leverages enrollment data for higher education applications. However, these data describe final end-of-semester course selections, not the often complex enrollment activities leading up to a finalized schedule. Fine-grain transaction data of student waitlist, add, and drop actions during academic semester…

Gaining insight into course choices holds significant value for universities, especially those who aim for flexibility in their programs and wish to adapt quickly to changing demands of the job market. However, little emphasis has been put on utilizing the large amount of educational data to understand these course choices. Here, we use network…

Academic advising is a time-consuming activity that takes a considerable effort in guiding students to improve student performance. Traditional advising systems depend greatly on the effort of the advisor to find the best selection of courses to improve student performance in the next semester. There is a need to know the associations and patterns…

Liberal Arts programs are often characterized by their open curriculum. Yet, the abundance of courses available and the highly personalized curriculum are often overwhelming for students who must select courses relevant to their academic interests and suitable to their academic background. This paper presents the course recommender system that we…

This research focuses on course-taking patterns of beginning community college students enrolled in one or more non-remedial science, technology, engineering, and mathematics (STEM) courses during their first year of college, and how these patterns are mapped against upward transfer in STEM fields of study. Drawing upon postsecondary transcript…

Middle school is an important phase in the academic trajectory, which plays a major role in the path to successful post-secondary outcomes such as going to college. Despite this, research on factors leading to college-going choices do not yet utilize the extensive fine-grained data now becoming available on middle school learning and engagement.…

This article investigates the utility and availability of college data to evaluate the impact of high school interventions. It reports results of a pilot study that collected information about the college experiences of graduates from four high schools in the northeast United States. Using these results as a lens, the article examines what…

The first CSRC Research Report to examine the Latina/o education pipeline, "Falling through the Cracks: Critical Transitions in the Latina/o Educational Pipeline" (Pérez Huber et al. 2006), inaugurated a series of reports that have sought to address critical issues related to the Latina/o education pipeline and to provide policy…

"Science and Engineering Indicators" (SEI) is first and foremost a volume of record comprising high-quality quantitative data on the U.S. and international science and engineering enterprise. SEI includes an overview and seven chapters that follow a generally consistent pattern. The chapter titles are as follows: (1) Elementary and…

This research examines the effect of undergraduate course letter grades on future course selection and major choice. Using a Regression-Discontinuity design, we exploit the fact that the probability of earning a particular letter grade jumps discontinuously around letter grade cutoffs. This variation in letter grades allows us to isolate the…

This report examines career/technical education (CTE) coursetaking of 2005 public high school graduates using a recently revised taxonomy and new indicators of participation to present a more contemporary and detailed picture of CTE coursetaking than is provided by previously-used indicators. To understand how students use the CTE curriculum, this…

The development of a national database describing the real undergraduate curriculum, the courses that college and university students actually take, is reported. Based on analyses of student transcripts from 30 public and private institutions of varying sizes, this report provides a rationale for the database; analyzes student choices across the…

This 1989 report provides a statistical overview of followup surveys concerning college freshmen (in 1985 and 1987) students attending two- and four-year colleges and universities. The report's purpose is to contrast college freshmen responses with those given 2 and 4 years later to better examine how students change during the undergraduate…

This 1990 report provides a statistical overview of followup surveys concerning college freshmen students entering two- and four-year colleges and universities in 1986 and 1988. The study's purpose was to compare student responses as freshmen and later in their college careers. Additionally presented is a description of the methods used in…

This report provides a statistical overview of followup surveys concerning college freshmen entering two- and four-year colleges and universities in 1987 and 1989. The study's purpose was to contrast college freshmen responses with those given 2 and 4 years later to examine how students change during the undergraduate years. Additionally presented…