This study aims to reveal the main trends and findings of the studies examining the use of learning analytics in distance education. For this purpose, journal articles indexed in the SSCI index in the Web of Science database were reviewed, and a total of 400 journal articles were analysed within the scope of this study. The systematic review…

This paper aims to provide the reader with a comprehensive background for understanding current knowledge on Learning Analytics (LA) and Educational Data Mining (EDM) and its impact on adaptive learning. It constitutes an overview of empirical evidence behind key objectives of the potential adoption of LA/EDM in generic educational strategic…

The methods and models for categorical data analysis cover considerable ground, ranging from regression-type models for binary and binomial data, count data, to ordered and unordered polytomous variables, as well as regression models that mix qualitative and continuous data. This article focuses on methods for binary or binomial data, which are…

This paper discusses the implementation of the Tri-Squared Test as one of many advanced statistical measures used to verify and validate the outcomes of an initial study on academic professional's perspectives on the use, success, and viability of 9th Grade Freshman Academies, Centers, and Center Models. The initial research investigation…

Data analysis is critical to educational planning. Determining the number of school leavers is crucial for a school board when planning for interventions and supports. In researching the number of early school leavers in the province of Prince Edward Island, the method in which the data were reported affected the rates. Two critical considerations…

This literature review examines current practice in reporting school dropout rates and the impact that school dropout may have on adult education programs and policies. First, I investigate the five dropout estimates commonly reported by the U.S. Department of Education (USDOE), examining how these measures vary in their estimation of school…

This issue brief outlines the immediate need for more accurate dropout and graduation data, while providing a snapshot of work currently underway. By drawing on two prominent methods for calculating graduation rates: the National Governors Association's endorsed longitudinal approach and the Averaged Freshman Graduation Rate (AFGR), this brief…

This biweekly newsletter contains news and information about school improvement in the United States. It is designed expressly for parents and families. This issue highlights an announcement, by U.S. Department of Education Secretary Rod Paige, of a contract to the National Institute of Statistical Sciences to convene a group of experts to review…

In the Wake County, North Carolina, Public School System, there was a duplicated total of 1,230 students who dropped out of school. Of these, 4 were in grades K-6, and the rest were in grades 7-12. These students were first-time dropouts or had dropped out in previous years (duplicated dropouts). There had been a steady decline in the dropout rate…

Global economic transformations have never been as dramatic as in the twentieth century. Most countries have experienced radical changes in the standards of income per capita, technology, fertility, mortality, income inequality and the extent of democracy in the course of the past century. It is the goal of many disciplines--economics, history,…

San Diego City Schools completed a study to determine: (1) the number of school leavers (dropouts) from district schools during 1982-83 for grades 9 through 12; (2) characteristics associated with school leaving; (3) overall rates of attrition; and (4) attrition rates for students with certain characteristics. The study was intended to update and…

Findings from a study that compared six methods for computing dropout rates are presented in this paper, which focuses on determining those appropriate for use at the local level of administrative decision making. Statewide data obtained from the U.S. Department of Education and from the Division of Management Information Services, Florida…

As part of an effort to reduce high school dropout rates in large city school districts, Phi Delta Kappa, the National Association of Secondary School Principals, the Council of Great City Schools, and a group of large city school districts undertook an effort to determine baseline statistics in high schools in large cities by using standardized…

This paper on postsecondary outcomes illustrates a technique to determine whether or not mainstream models are appropriate for predicting educational outcomes of American Indians (AIs) and Alaskan Native (ANs). It introduces a prominent statistical procedure to assess models with empirical data and shows how the results can have implications for…

Participating school districts conforming to the standardized dropout reporting system of a pilot project of the National Center for Education Statistics indicate that revising collection and reporting can be difficult but may yield more accurate results. Recognizing long-term payoffs, administrators nevertheless dislike the time and expense of…