Existing research has studied the underrepresentation of Black, Indigenous and People of Color (BIPOC) students enrolling in and graduating from science, technology, engineering, and mathematics (STEM) fields in college (e.g., Okahana et al., 2018; Rincón & Lane, 2017). However, there is a dearth of research that examines the precollegiate…

Brain drain--the movement of high school and college graduates out of state for employment--is a concern for state policymakers. This study focuses on brain drain of students who graduate from high school in Maryland. Using data from the Maryland Longitudinal Data System and applying propensity score matching to control for differences between the…

Institutional researchers (IRs) are often asked to conduct focus groups as an efficient way to address an institutional concern or problem. Typically, IR professionals depend on external consultants and specialists to conduct these group interviews for them; however, due to recent resource constraints (staffing, budgets), they are increasingly…

Hierarchical linear models (HLM) solve the problems associated with the unit of analysis problem such as misestimated standard errors, heterogeneity of regression and aggregation bias by modeling all levels of interest simultaneously. Hierarchical linear modeling resolves the problem of misestimated standard errors by incorporating a unique random…

Back-and-forth enrollment at different institutions--student swirl--and concurrent enrollment at two or more institutions--double-dipping--have become common experiences for students in the United States. However, empirical studies explaining student mobility are rather rare. This study examines how student departures from and returns to a single…

Despite substantial efforts across postsecondary education to increase minority participation in study abroad, the homogeneity of study abroad participants remains largely unchanged (Desoff, 2006; Shih, 2009). This study applies an integrated student choice model (Perna, 2006) to identify differences between white and minority (African-American,…

As more students enroll at community colleges, questions are raised about whether learning is the same in the two- and four-year sectors, both overall and for sub-groups, and whether effects of student backgrounds and college experiences on learning are similar. This study used structural equation modeling with CCSSE and NSSE data from a sample…

A prime role of institutional research is to contextualize institutional or survey data in a clear, accurate, concise, and compelling fashion. The purpose of this paper is to delineate the strategy used by a comprehensive Canadian community college to improve the analysis and reporting of student satisfaction surveys. Although data-rich with many…

Enrollment forecasting is the central component of effective budget and program planning. The integrated enrollment forecast model is developed to achieve a better understanding of the variables affecting student enrollment and, ultimately, to perform accurate forecasts. The transfer function model of the autoregressive integrated moving average…

This study is an investigation of the derivation of scores that predict whether or not prospective first-time freshmen will apply or will enroll and whether or not first-time freshman enrollees will graduate using data from the ACT (American College Testing) assessment. Using a regression methodology, four basic scores are derived to be…

Electronic portfolios (eportfolios) represent an assessment measure with strong potential to provide feedback about student performance to improve curricula and pedagogy, to determine individual students' mastery of learning and support feedback for improvement, and to actively involve students in the assessment process. This study examined the…

This study reports how an institutional research office at a large public research university has taken the lead to call attention to retention problems, describe attrition/retention predictors, and influence policy. Building on existing retention theories and previous institutional research studies, the institutional research office began…

This paper explores how students adjust to life at universities outside their home countries. Much of the current research was conducted prior to the 9/11 tragedy and focuses primarily on studies within a single U.S. institution. This project expands the boundaries by including multiple institutions from around the globe post-9/11. Findings…

The effects of various college preparation programs, class ranking, and student background characteristics on college retention were studied. The data were obtained from the National Education Longitudinal Study:1988-2000 and NELS:88/2000 Postsecondary Education Transcript Study. The sample contained 4,445 first-time freshmen students who enrolled…

This exploratory data mining project used distance-based clustering algorithms to study three indicators of student behavioral data collectively called AB-Index, and established a typology of six types of learners for a suburban community college. The study is based on the notion that student behavioral data are a good basis for new ways of doing…