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,…

This case study analyzes the application of parametric and nonparametric statistical analyses with the multiple linear regression model in education and agricultural education research. The fields of education and agricultural education heavily rely on parametric analyses. We questioned the validity of the extensive use of such approaches after…

This book examines the use of mixed methods for conducting language and literacy research, defining how and why this approach is successful for solving problems and clarifying issues that researchers encounter. Using research findings, the authors explore how an intermingling of multiple methods expands the possibilities of observation and…

"Education at a Glance: OECD Indicators" is the authoritative source for information on the state of education around the world. With more than 125 charts and 145 tables included in the publication and much more data available on the educational database, "Education at a Glance 2017" provides key information on the output of…

The paradigmatic values underlying British and German higher education emphasise personal growth, the wholeness of the individual, intellectual freedom and the pursuit of knowledge, which cumulatively can be viewed as a form of academic essentialism. However, these concepts were generated within a particular cultural and historical context which…

Our educational system is in a continuous state of reform, yet outcomes are nowhere near what we can accept. Though the search for answers is perpetual, many efforts over the past decade have homed in on one feature of high schools--their size. If we simply reduce school size, the argument goes, students will gain a safer environment that can…

In this important resource, Dr. Fleming (a noted expert in the field of minority retention) draws on educational evaluations she has developed in the course of her distinguished career. This book analyzes the common factors and the role institutional characteristics play in minority student retention to show what really works in increasing…

This is a collection of articles about student attitudes toward schools. Articles include: (1) a foreward by Philip W. Jackson; (2) "Patterns of Classroom Participation, Student Attitudes, and Achievements," and "Developing a Research Agenda on the Quality of School Life(QSL)," by Joyce L. Epstein; (3) "QSL School Problem…

At a time when planning becomes more and more essential for American colleges and universities, precise and accurate information about them becomes critical. This document reports on some sophisticated statistical measurements of certain aspects of the supply and demand for students, places for them to attend college, and faculty members to teach…

This volume tells stories about the tools we use, but these narratives are told in numbers rather than in words. Organized by various aspects of society, each chapter uses tables and statistics to examine everything from budgets, costs, sales, trade, employment, patents, prices, usage, access and consumption. In each chapter, each major topic is…

The paper examines crime from a spatial perspective and provides an introduction to social ecology theory. The document is part of 8 series of resource papers intended to supplement college level geography textbooks. The geography of crime is defined as the spatial manifestation of criminal acts. The social ecological approach interprets crime as…

Since the first edition of "Schools and Data", the No Child Left Behind Act has swept the country, and data-based decision making is no longer an option for educators. Today's educational climate makes it imperative for all schools to collect data and use statistical analysis to help create clear goals and recognize strategies for…

The political education of young people in West Germany, Finland, Iran, Ireland, Israel, Italy, Netherlands, New Zealand, Sweden, and United States is examined. Purposes of the study are to (1) define civic education cross-nationally, (2) deal with methodological problems in assessing student achievement and attitudes, (3) convey a detailed…

Cognition, mind, counseling psychology, lesson plans, learning styles, and Vygotsky are just a few of the many subjects discussed in this exciting work. Educators, students, counselors, parents, and others will find new understanding as they read and browse. How does the immigrant experience affect student outcomes? What are the effects of poverty…

This document contains 11 papers on researching service learning through a multidisciplinary lens. The following papers are included: "Introduction" (Shelley H. Billig, Andrew Furco); "Stretching to Meet the Challenge: Improving the Quality of Research to Improve the Quality of Service-Learning" (Janet Eyler);…