Instrumental variables is a popular approach for causal inference in education when randomization of treatment is not feasible. Using a first-year college program as a running example, this article reviews the five assumptions that must be met to successfully use instrumental variables to estimate a causal effect with observational data: SUTVA,…

Studying Latin in secondary education is still widespread in Europe and believed to result in cognitive benefits, even beyond the linguistic domain. In this study we explored the relation between such study and later academic achievement in higher education (N = 1,898). First, we demonstrated that Latin students exhibit increased levels of study…

Despite years of investigation on international students' adjustment, cultural distance and cultural intelligence, the definitions of and the relationship between these concepts are not yet sufficiently well established. This article further explores the three concepts and their possible interrelations. We propose a hypothesized model that…

This article examines enrollments in languages other than English in United States higher education from the perspective of geographical distribution. While the overall decline in language enrollments is well known, enrollments are also very unequal across states when accounting for population. By cross-referencing MLA language enrollment data…

Higher education broadly assumes a conceptual link between generic skills and employability. We accessed a large sample of data collected by the Australian Government to investigate whether the Course Experience Questionnaire (CEQ) subscales Good Teaching (GTS), Graduate Skills (GSS), and Graduate Qualities (GQS) predicted graduates' employment…

This article reports the analysis of data from five different studies to identify predictors of preservice, early childhood teachers' views of (a) the nature of coding, (b) integration of coding into preschool classrooms, and (c) relation of coding to fields other than computer science (CS). Significant changes in views of coding were predicted by…

Since its inception in 1949, over 1,500 studies have investigated the validity of the GRE General Test to predict its performance criteria in higher education (Klieger, Bridgeman, Tannenbaum, & Cline, 2016). The present review paper sought to examine the predictive validity of the GRE General Test. Factors affecting the predictive validity…

Purpose: This study aims to investigate the impact of green image on student loyalty and to present a conceptual framework aimed at retaining current students and attracting new ones in higher education. Design/methodology/approach: After review of prior studies using green image to predict customer loyalty in non-higher education industries and…

This Data Byte uses data from a previous study to analyze whether indicators of having taken advanced coursework in specific subjects (i.e., English, math, science, and social studies) can reduce the negative impact of grade inflation.

The large rates of students' failure is a very frequent problem in undergraduate courses, being even more evident in exact sciences. Pointing out the reasons of such problem is a paramount research topic, though not an easy task. An alternative is to use Educational Data Mining techniques (EDM), which enables one to convert data from educational…

Using large-scale longitudinal data, this study sought to examine factors influencing two important student development outcomes in students with disabilities attending 4-year colleges and universities. Informed by Astin's Input-Environment-Outcome model and the interactional model of disability, this study investigated the effect of student…

The individuals living in the 21st century have become the consumers of digital innovations and have to adapt, adopt and adapt to the new norm of surviving and thriving in the digital society. Familiarity with the latest technologies is not the only requirement for survival. One also needs to have relevant digital competencies to complete tasks…

This article addresses issues related to academics' perception on how well their institutions support and accompany them during their academic career. The main questions addressed in the article are: How accessible is mentoring for academics? Do academics perceive they are well supported in their academic careers? What strategies do higher…

In this article, a large data set containing every course taken by every undergraduate student in a major university in Canada over 10 years is analysed. Modern machine learning algorithms can use large data sets to build useful tools for the data provider, in this case, the university. In this article, two classifiers are constructed using random…

Commonfund's Higher Education Price Index® (HEPI) data show that costs for colleges and universities rose 3.4 percent in FY2024, a decreased rate of inflation compared with 4.0 in FY2023 and 5.2 percent in FY2022. (FY2024 covers the period from July 1, 2023, to June 30, 2024, and coincides with the budget year of most educational institutions.)…