In reconsidering the three "tiers of institutional intelligence" needed for effective institutional research practice he first offered 20 years ago (Terenzini in "Res Higher Educ" 34:1-10, 1993), Terenzini suggests that those forms of intelligence retain their overall relevance today, but that they also require some important redefinition. The…

Quantitative meta-analysis is a very useful, yet underutilized, technique for synthesizing research findings in higher education. Meta-analytic inquiry can be more challenging in higher education than in other fields of study as a result of (a) concerns about the use of regression coefficients as a metric for comparing the magnitude of effects…

Previous research suggests that it is the department, not the graduate school that bears the greatest responsibility for doctoral students' progress and success (Ehrenberg et al., Doctoral education and the faculty of the future (pp. 15-34). Ithaca, NY: Cornell University Press, "2009") dictating the need to examine and understand how doctoral…

Using data from the 2008 University of California Undergraduate Experience Survey, we show that study time and academic conscientiousness were lower among students in humanities and social science majors than among students in science and engineering majors. Analytical and critical thinking experiences were no more evident among humanities and…

Armed with a strong toolkit of knowledge and skills, institutional research (IR) professionals often serve as collaborators with campus colleagues who may need assistance with survey design, statistical analysis, program review, and assessment of individual programs or the institution. This paper discusses the role that an IR professional played…

Current definitions of retention and graduation rates distort the picture of student success by limiting it to completion of a degree at the institution of entry. By incorporating data from the National Student Clearinghouse (NSC), a clearer picture emerges. The NSC data captures retention and graduation at both entry and transfer institutions. To…

Recent studies have suggested that a causal link exists between college rankings and subsequent admissions indicators. However, it is unclear how these effects vary across institutional type (i.e., national universities vs. liberal arts colleges) or whether these effects persist when controlling for other factors that affect admissions outcomes.…

This methodological note illustrates how a commonly used calculation of the Delta-p statistic is inappropriate for categorical independent variables, and this note provides users of logistic regression with a revised calculation of the Delta-p statistic that is more meaningful when studying the differences in the predicted probability of an…

Variables that address student enrollment patterns (e.g., persistence, enrollment inconsistency, completed credit hours, course credit load, course completion rate, procrastination) constitute a longstanding fixture of analytical strategies in educational research, particularly research that focuses on explaining variation in academic outcomes.…

The authors argue for the inclusion of students' subjective sense of belonging in an integrated model of student persistence (Cabrera et al., J Higher Educ 64:123-139, 1993). The effects of sense of belonging and a simple intervention designed to increase sense of belonging are tested in the context of this model. The intervention increased sense…

This paper suggests an alternative to the standard practice of measuring the graduation rate performance using regression analysis. The alternative is production frontier analysis. Production frontier analysis is appealing because it compares an institution's graduation rate to the best performance instead of the average performance. The paper…

This paper demonstrates a formal statistical test that can be used to help researchers make decisions about alternative statistical model specifications. This test is commonly used by researchers who would like to test whether adding new variables to a model improves the model fit. However, we demonstrate that this formal test can also be employed…

Using data on upper-division students in the University of California system, we show that two distinct cultures of engagement exist on campus. The culture of engagement in the arts, humanities and social sciences focuses on interaction, participation, and interest in ideas. The culture of engagement in the natural sciences and engineering focuses…

Building upon earlier work by Camp, Gibbs, and Masters II, (1988). "The Journal of Higher Education" 59(6): 652-667 and Wenger and Girard, (2000). "Research in Higher Education" 41(2):195-207, we present a model for allocating funds for salary increases to faculty lines within an academic unit at a public research university. The model first…

Although recent research suggests that congruence between students and their academic environment is critical for successful student outcomes, little research has been done on student college major choice. Using Holland's theory of careers, we analyze college major choice using a multinomial logit model. We use the CIRP Freshman Survey and…