The study provides a detailed methodological approach, cross-industry standard process for data mining, for predicting at-risk students with an imbalanced class. The objective was to identify the best machine learning model for predicting students at risk of failing the course during weeks 2-8 of the semester. We encountered issues in the dataset,…

The internet has had a vast and pervasive effect on many industries. It has resulted in the creation of new industries and has overhauled the dynamics that governed existing industries. One of the most traditional industries that is now struggling to cope with the changes brought on by the internet is the industry of higher education. Students can…

With the pool of high school graduates decreasing, national and global competition increasing, and the need to invest in new technologies and approaches growing, many universities and small colleges alike are struggling--not just to thrive, but to survive. In this challenging environment, mergers and consolidations are often viewed as options of…

This edited collection provides a state-of-the art overview of research on willingness to communicate (WTC) in a second and foreign language. In particular, it includes innovative studies seeking to demonstrate the ways in which WTC can be examined within the framework of complex dynamic systems, how the construct is related to self-assessment,…

This case describes the research process followed by two professors who chose to study student outcomes in our online accounting classrooms. Motivated by the discovery of a possible anomaly in classroom outcomes, we decided to look further. We thought the anomaly might be explained by student procrastination. If our perception proved true, the…

For more than seventy-five years, standardized tests have been considered a vital tool for gauging students' readiness for college. However, few people--including students, parents, teachers, and policy makers--understand how tests like the SAT or ACT are used in admissions decisions. Once touted as the best way to compare students from diverse…

This established text--now revised and updated--reveals how spoken language skills are acquired and how they affect children's later reading and writing achievement. With a unique focus on the needs of educators, the book examines the foundations of language in the developing brain. It explores the relationship of language processes to core…

This open access book brings together national experts from across the Dinaric region to rigorously review IEA's Trends in International Mathematics and Science Study (TIMSS) 2019 grade four data to develop a multidimensional and culturally sensitive perspective on their TIMSS 2019 primary-level results. The Dinaric region, named after the Dinaric…

This groundbreaking volume is the first to concentrate specifically on the experiences, challenges, and triumphs of immigrant-origin community college students. Drawing on data from the Research on Immigrants in Community College Study (RICC), chapters highlight the unique needs of these students, the role of classrooms and campus settings,…

In recent years, the intersection of cognitive psychology, developmental psychology, and neuroscience with regard to deaf individuals has received increasing attention from a variety of academic and educational audiences. Both research and pedagogy have addressed questions about whether deaf children learn in the same ways that hearing children…

Among the many life transitions that individuals must master throughout their lives, the transition to adulthood ranks very high in terms of importance, complexity and uniqueness. It involves the completion of education, and the assumption of new social roles and responsibilities, at a time when previous institutional structures that guided…

Student retention has become a difficult issue within higher education. As such, it is imperative to examine the causes, as well as provide educators with strategies to implement to improve retention rates. "Critical Assessment and Strategies for Increased Student Retention" is a pivotal reference source for the latest progressive…

The importance of higher education has never been clearer. Educational attainment--the number of years a person spends in school--strongly predicts adult earnings, as well as health and civic engagement. Yet relative to other developed nations, educational attainment in the United States is lagging, with young Americans who heretofore led the…

This book contains a compilation of papers presented at the International Psychological Applications Conference and Trends (InPACT) 2018, organized by the World Institute for Advanced Research and Science (W.I.A.R.S.). Modern psychology offers a large range of scientific fields where it can be applied. The goal of understanding individuals and…

This book contains a compilation of papers presented at the International Psychological Applications Conference and Trends (InPACT) 2019, organized by the World Institute for Advanced Research and Science (W.I.A.R.S.). Modern psychology offers a large range of scientific fields where it can be applied. The goal of understanding individuals and…