We encounter variables with little variation often in educational data mining (EDM) due to the demographics of higher education and the questions we ask. Yet, little work has examined how to analyze such data. Therefore, we conducted a simulation study using logistic regression, penalized regression, and random forest. We systematically varied the…

This study was conducted to test whether social-emotional learning skills are a significant predictor of academic achievement and happiness in middle school students. A total of three different data collection tools were used in the study: A Personal Information Form, The Social-Emotional Learning Skills Scale, and The Adolescent Happiness Scale.…

Aim/Purpose: One of the main objectives of higher education institutions is to provide a high-quality education to their students and reduce dropout rates. This can be achieved by predicting students' academic achievement early using Educational Data Mining (EDM). This study aims to predict students' final grades and identify honorary students at…

The temporal contiguity effect (TCE) is the tendency for the recall of one event to cue recall of other events originally experienced nearby in time. Retrieved context theory proposes that the TCE results from fundamental properties of episodic memory: binding of events to a drifting context representation during encoding and the reinstatement of…

When students experience failure in the pursuit of a marketing degree (e.g., on a test or a course), do they persist or relent their academic efforts? Relenting can lead to long-term academic failure and severe negative consequences for students, universities, and society. Thus, identifying students prone to relenting and directing resources to…

This article proposes a novel account for the overuse of free morphemes and underuse of bound morphemes in English as a second language (L2) based on the framework of Distributed Morphology. It will be argued that an Economy Principle 'Do everything in Narrow Syntax (DENS)' operates in the L2 learner's computational system. Consequently,…

Although text readability has traditionally been measured based on simple linguistic features, recent studies have employed natural language processing techniques to develop new readability formulas that better represent theoretical accounts of reading processes. This study evaluated the construct validity of different readability formulas,…

Cognitive flexibility is one of the most important skills that school administrators should have in today's world of rapid change and transformation. This study aimed to explore whether emotional intelligence and self-leadership predicted cognitive flexibility. The study universe consisted of principals and deputy principals working in primary,…

To provide a holistic profile of the factors pertinent to teachers' knowledge in technology integration in teaching, the experiences of technology uses and the technological pedagogical content knowledge (TPACK) of Chinese preservice teachers (PSTs) were investigated. The researchers also studied what demographic backgrounds and technology use…

Various instructor qualities have been shown to have variable influences student outcomes in online courses. In this study, the impact of faculty quality on student performance was examined by comparing student performance when taught by excellent faculty and average faculty (determined through administrative evaluations). We examined 328 student…

A survey targeting education researchers conducted in November 2020 provides forecasts of how much achievement gaps between low- and high-income students in U.S elementary schools will change as a result of COVID-related disruptions to in-class instruction and family life. Relative to a pre-COVID achievement gap of 1.00 SD, respondents' median…

An individual's gender determines his position in the society he lives in. According to the social role theory, the differences between the behaviours of women and men can be explained by gender stereotypes and social roles. Value and attitudes go hand in hand. It is noteworthy that the individual has gained or possessed in the situation that…

Implicit causality (IC) is a well-known phenomenon whereby certain verbs appear to create biases to remention either their subject or object in a causal dependent clause. This study investigated to what extent Korean learners of English made use of IC information for predictive processing at a discourse level, and whether L2 proficiency played a…

This research examines the relationship between student ratings of school climate and three student outcome variables: Number of credits earned in one semester, number of days in attendance in one academic year, and number of discipline referral incidents in one academic year. The research further examines whether these relationships were…

As the conversation in higher education shifts from diversity to inclusion, the attrition rates of students in the STEM fields continue to be a point of discussion. Combined with the demand for expansion in the STEM workforce, various retention reforms have been proposed, implemented, and in some cases integrated into policy following evidence of…