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…

Higher education in science, technology, engineering, and mathematics (STEM) disciplines has been in a turbulent period for several decades. Pressures for reform include declining STEM student enrollments, high attrition rates from STEM curricula, and the rise of powerful alternative teaching strategies shown by cognitive science and educational…

This article considers the intersection between two major themes in university policy: the improvement of participation by rural and regional communities and the dimension of graduate employability. It argues that work-integrated learning has the potential to address both themes, but that the development of an apprenticeship model for prestige…

Genetic and environmental factors account for variability in a range of developmental outcomes, including socioeconomic status (SES). The challenge is to find ways to incorporate genetic information based on studies using biologically related family members (i.e., studies not involving twins). To address this issue, we computed polygenic scores…

In this article, the authors describe their experiences with planning, implementing, and revising a lesson for which the goal is for students to consider the mathematical and pragmatic issues that are related to a task of maximizing the area for a fixed perimeter. The authors also wanted students to engage in the Standards for Mathematical…

Models are at the heart of any physics discipline, and in recent decades physics education has shifted heavily toward teaching students how to think using models. Involving students in an investigation of a real phenomenon through measurements and the applications of models is an ideal learning experience for a physics student and is the aim of…

We describe the rise in intergenerational narcissistic behavior amongst college students and educational issues that this trend creates in the classroom, including entitlement and academic dishonesty. As these behaviors impose costs on faculty, other students, and society, we use a game-theoretic approach to exhibit the efficacy of creating and…

The research has been carried out at the Islamic junior high school of East Lampung to determine the effectiveness of the Connecting, Organizing, Reflecting, and Extending (CORE) learning model on students' creative thinking skills on sound waves topic. The research method used was a quasi-experimental design with Non-Equivalent Control Group…

Although there have been numerous mobile learning studies, relatively few concerns the moderating impact of perceived fit on mobile learning outcomes. A total of 335 adult learners with a mobile language learning experience in Taiwan took part in this study. Partial least squares structural equation modelling (PLS-SEM) is used to determine the key…

There are a number of psycho-social variables that predict the levels of social capital of pre-service teachers. Social capital, which is in connection with almost all of these psycho-social variables, is associated with personality traits in literary studies. This study aimed to investigate the social capital predictive levels of five-factor…

Background: Teacher instructional competency, the set of essential knowledge and skills needed to guide teaching practice, is critical to the successful implementation of school health education. The purpose of this paper is to introduce the Health Education Teacher Instructional Competency (HETIC) framework, a new conceptualization describing…

Recurring reports indicate that doctoral and postdoctoral students are regularly confronted with tasks that exceed contractually agreed duties and responsibilities. Research shows that such unreasonable tasks are dysfunctional to both the individual and the organization. However, there is a lack of reliable knowledge about more complex…

This is a systematic literature review aiming to systematically synthesize research of teachers' collaborative professional development (CPD) for inclusive education. In total, 21 articles out of 55 from three data-based met the inclusion criteria. Cohen's kappa was used to measure the agreement, found that the agreement between the raters was…

This study analyses how different political regimes used the study of history to promote a patriotic identity among schoolchildren between 1900 and 1960 in Spain. Qualitative methods were employed to examine a sample of the reading material most widely used in Spanish schools throughout the aforementioned period. These readers contained the…

Purpose: Competitive universities try to improve their reputation to attract the best students as university reputation is a significant factor affecting the decision of a student. In this context, universities need a systematic management plan to improve their reputation among the stakeholders. This study aims to identify the factors affecting…