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,…

The present study examined the relationship between adult attachment and subjective social status (SSS) in college students through a cross-sectional survey (Study 1) and a longitudinal study (Study 2). In Study 1, 1300 college students were recruited via research flyers and online campus advertisements. They completed measures of adult attachment…

In this paper, we examine whether early warning signals from accounting courses (such as early engagement and early formative performance) are predictive of first-year progression outcomes, and whether this data is more predictive than personal data (such as gender and prior achievement). Using a machine learning approach, results from a sample of…

While previous research has established that faculty and their interactions with students have had the greatest impact on student retention and satisfaction for centuries, limited studies have been done to understand how faculty are influencing Generation Z, our newest generation of students in higher education. This study examined how the…

This research study explored the level of student engagement that transfer students experience and how these levels can predict their persistence. This quantitative study utilized secondary data from the National Survey of Student Engagement (NSSE). George Kuh's Theory of Student Engagement guided this study and influenced the development of the…

The current study examines the role of gender, socioeconomic status, and region in predicting the reading comprehension of English as a Foreign Language (EFL) learners. Based on the relevant literature, three hypotheses have been formulated, which entail three independent variables (gender, socioeconomic status, and region) and the dependent…

The transition to university is an exciting yet challenging period for many students. While previous research has documented the association between stress and adjustment, little is known about the long-term effect of students' early stress on their subsequent university adjustment. The present study sought to examine the effectiveness of a short,…

Despite lack of standardization, high school grade-point average (HSGPA) is frequently the best single predictor of first-year postsecondary GPA (FYGPA). This study evaluated the extent to which HSGPA reflected standardized test scores, social-emotional learning (SEL) competencies, demographics, and high-school characteristics. Dominance analysis…

English as a foreign language education is a top national priority in China, and improving learners' English language proficiency is a concern. However, most research focuses on how to enhance English proficiency in the educational environment. Investigations of the impacts of family environment on English language development are limited. This…

Student dropout is a major concern in studies investigating retention strategies in higher education. This study identifies which variables are important to predict student dropout, using academic data from 3583 first-year students on the Business Administration (BA) degree at the University of Barcelona (Spain). The results indicate that two…

The interest and participation in dual credit programs and courses has grown over the past several decades, especially within Texas; however, there is a lack of research that shows how the participation in dual credit programs and courses has impacted leading and lagging student success metrics once they enroll at a post-secondary institution. The…

Engagement plays an important role in students' success in learning. While learner engagement has been widely examined, the degree to which learners engage in online learning and the relationship between online engagement and learning outcomes, particularly in the domain of second/foreign (L2) language learning, still remain under-explored. To…

"Education is the key to success," one of the most heard motivational statements by all of us. People engage in education at different phases of our lives in various forms. Among them, university education plays a vital role in our academic and professional lives. During university education many undergraduates will face several…

Objective: We wanted to identify factors associated with pre-nursing student retention and success at a small, rural two-year institution in South Carolina. Method: Transcript analysis generated a dataset for pre-nursing students (N = 125). Both descriptive and inferential statistics were used to analyze high school and university data. Results:…

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.