We propose a novel approach to address the issue of college student attrition by developing a hybrid model that combines a structural neural network with a piecewise exponential model. This hybrid model not only shows the potential to robustly identify students who are at high risk of dropout, but also provides insights into which factors are most…

Background: Education plays a pivotal role in empowering individuals with the knowledge and skills needed for careers, economic progress, and societal engagement. Dropping out of school before achieving a qualification undermines these opportunities and has an impact on individuals and society (Audit Commission, 2010; OECD, 2023). International…

Recent studies of MOOCs demonstrate their ability to reach a large number of users, but also caution against the high rate of dropout. Some have looked closely at MOOC participation in order to better understand how and when users start to disengage, and, if they remain engaged, in what activities they participate. Most of this prior work relies…

This study of high school outcomes in the Baltimore City Public Schools builds on substantial prior research on the early warning indicators of dropping out. It sought to investigate whether the same variables that predicted a non-graduation outcome in other urban districts--attendance, behavior problems, and course failure--were also significant…

Dropouts pay a steep price for leaving high school without their diplomas. In terms of wages, unemployment rates, and career mobility, the grim statistics have been lamented for decades. Society also suffers--more crime and welfare, fewer tax dollars, and lower voter turnout. Not every dropout faces a bleak future. But on balance, the…

This article discusses school-related indicators among learning-disabled adolescents at risk of dropping out and potential interventions. Absenteeism, discipline problems, low achievement, and grades are considered as early warning signals and appropriate/effective teacher responses reviewed. Findings indicate that at-risk students can be…

As a response to legislative demands, the Texas School Dropout Survey described in this document attempted to identify the magnitude of the dropout problem, regional characteristics or causes of the problem, costs associated with dropping out, and programs currently available for serving the dropout population. Twenty-four major findings of the…

This report outlines plans to reduce the dropout rate of Detroit (Michigan) Public Schools from the present 45% to 34% by 1990. First, current efforts to improve pupil learning experiences and reduce the dropout rate are listed. These are divided into three types: (1) early interventions (identification of adjustment or learning problems and…

This dropout prevention guide was designed to assist school districts in identifying potential dropouts and in developing and implementing programs that provide prevention, intervention, and remediation. The introductory section briefly reviews the purpose, design, and origin of this guide and recognizes national dropout concerns, the…

This booklet for students is part of a series of program materials for a school-based intervention process to help at-risk students stay in school. It lists members of the helping process team, discusses what the helping process team does, and describes the eight steps in the helping process. The steps are as follows: referral, needs…

Identifies basic issues relevant to the development of dropout prevention programs. Considers (1) risk factors leading to dropout, (2) nine possible target groups for dropout intervention, and (3) four possible constraints (cost, burden, directions, and laws) that will influence the consideration and selection of new policies or programs. (IW)

This guidebook is part of a series of program materials for a school-based intervention process to help at-risk students stay in school. It is intended for participating adults and begins by giving them a quick look at the extent of the dropout problem nationwide. The booklet goes on to provide a discussion of the basic steps of the helping…

This guidebook is part of a series of program materials for a school-based intervention process to help at-risk students stay in school. An introduction sets forth the responsibilities of the adminstrator/planner. The rest of the booklet contains suggestions for ways to carry out the administrator/planner role creatively and effectively. The…

This booklet for dropout prevention program coordinators is part of a series of program materials for a school-based intervention process to help at-risk students stay in school. An introduction lists the qualities a good program coordinator must have or will need to develop as well as the specific tasks a program coordinator must do to make the…

This packet contains materials and lists resources to help those concerned with preventing students from dropping out of school. The packet begins with excerpts from a report prepared by the American Institutes for Research (Robert J. Rossi and others) on the "Evaluation of Projects Funded by the School Dropout Demonstration Assistance Program."…