As the drive to move from traditional face-to-face classroom learning to e-learning is ever in demand, the knowledge corpus exposed to students can be overwhelming because there is a need to automate certain functions of the e-learning framework. One of these functions is the course recommendation feature. Course recommendations help students save…

In response to a large backlog of demand for data analytics expertise, universities are adding analytics courses and/or programs. Data visualization and exploration are among the pillars of the analytics curriculum and should be included in analytics programs. This article presents the philosophy, structure, and content of a data visualization and…

Information frictions--where a worker and her current employer know more about the worker's productivity than prospective employers--have complex equity-efficiency implications in the teacher labor market. Reducing information frictions may make it easier for effective teachers to move to their preferred schools and increase cross-school…

Nowadays, with increasing competitiveness in every field, securing a good job may be difficult. In this connection, students aiming to get into the best educational institution (EI) would give them their best chance of quality education and good job opportunities. Institutional evaluation and selection are complex tasks that must simultaneously…

Colleges are increasingly offering online courses, including computer programming courses for business school students. Programming languages that are most useful to students are those that are widely used in the job market. However, the most popular computer languages change at least every three years. Therefore, the language used for instruction…

In this paper is proposed a straightforward model selection approach that indicates the most suitable count regression model based on relevant data characteristics. The proposed selection approach includes four of the most popular count regression models (i.e. Poisson, negative binomial, and respective zero-inflated frameworks). Moreover, it…

Broadly defined, coaching is "a form of professional learning within the classroom or school that helps [educators] develop and apply new knowledge, make strong plans for instruction and assessment, obtain feedback, refine their practices, and examine results" (The University of Florida Lastinger Center for Learning, Learning Forward,…

This paper focuses on the use of video technology (VT) in Jordanian schools. The Jordanian Ministry of Education (MoE) has endorsed the use of VT in schools in recent times thus the number of schools employing VT in Jordan is expected to increase dramatically in the near future. One of the existing pedagogical frameworks that can help in…

The challenges of the COVID-19 pandemic led districts and schools to experiment with new staffing and support structures to meet students' academic, emotional, and physical safety needs. Shortages of teachers and substitute teachers, challenging conditions for student teaching, and early retirements all became pressing issues during this time.…

Higher education is facing increasing expectations on accountability, better quality, outcomes and social relevance. Recruitment of academic staff is often considered the single most important component in creating a successful university. This paper describes a model for proactive strategic recruitment that can be seen as a way to improve…

Recently the US have seen a movement of African American students demonstrating dissatisfaction with their treatment and presence at predominantly white institutions. Some of the common discrepancies from the students' perspectives have included the lack of student and faculty representation of color on these campuses. The model of cohort…

America's public schools are in a crisis. Despite investing more money in K-12 education than most other countries (nearly $15,000 per student annually), educational performance levels are stagnant. One source of the problem is a rigid and deficient process for selecting and employing teachers. Teacher certification laws, intended to ensure good…

Thanks to an increase in the amount of information on the Internet and the spread of ICT-supported educational environments, much attention has been paid to learning support based on "smart" recommendation technologies. In this study, we propose an education improvement model based on the recommender system using the human-in-the-loop…

Many public high schools in large urban school districts face challenges staffing their sports programs with knowledgeable and well-qualified coaches. Compared to smaller and more suburban districts, these schools have low student participation in sports and high coach attrition rates. These challenges make it difficult for districts to provide…

The heterogeneous choice model (HCM) has been proposed as an extension of the standard logit and probit models, which allows taking into account different error variances of explanatory variables. In this note, I show that in an important special case, this model is just another way to specify an interaction effect.