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Chuan Cai; Adam Fleischhacker – Journal of Educational Data Mining, 2024
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…
Descriptors: College Students, Student Attrition, Dropouts, Potential Dropouts
Mac Iver, Martha Abele; Messel, Matthew – Council of the Great City Schools, 2012
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…
Descriptors: Academic Achievement, Grade Point Average, Enrollment, Behavior Problems
Gilbert, Charles C.; Lueck, Lowell A. – 1976
Several traditional approaches to studying the student dropout are outlined. They include data collection on reasons given for dropping out and characteristics of dropouts, as well as follow-up study. The use of the National Center for Higher Education Management Systems (MCHEMS) Student Flow Model (SFM) is described to show how students could be…
Descriptors: College Freshmen, College Students, Data Analysis, Dropout Characteristics
Diebolt, Amy; Herlache, Lisa – 1991
School psychologists as consultants can provide valuable services to the school organization by developing interventions for truancy. Traditionally, truancy has been viewed as a discipline referral rather than a psychological referral, with the consequences predominantly punitive in nature and ineffectual. A variety of approaches to improving…
Descriptors: Behavior Change, Consultation Programs, Dropout Prevention, Dropouts
Texas State Dept. of Community Affairs, Austin. Training and Employment Development Div. – 1986
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…
Descriptors: Differences, Dropout Prevention, Dropouts, Identification
Grossnickle, Donald R. – 1986
This booklet addresses the issue of high school dropouts. The dropout problem is briefly reviewed and dropout statistics are presented. A section on identifying the dropout lists early warning signs of potential dropouts and examines reasons for dropping out. Seven profiles of dropouts are included which provide personal insights, describe…
Descriptors: Dropout Prevention, Dropout Programs, Dropouts, High Risk Students
Catterall, James S. – 1986
This paper draws on path-like models of student attrition developed by researchers concerned with American higher education to suggest a process model of dropping out of school which is applicable to secondary schools. It notes that existing research on school dropouts has been conducted largely without the guidance of such a model. Central…
Descriptors: Academic Standards, Dropout Research, Dropouts, Models
California Univ., Los Angeles. Center for Mental Health Schools. – 1998
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."…
Descriptors: Demonstration Programs, Dropout Prevention, Dropouts, High School Students
Foley, Eileen; Crull, Peggy – 1984
This report contains research findings on student achievement and retention at New York City alternative high schools serving dropouts and potential dropouts. After a summary and introduction, statistics are presented which reveal that alternative schools facilitate positive changes in student performance. Next, reasons for students' dropping out…
Descriptors: Academic Achievement, Attendance Patterns, Dropout Characteristics, Dropout Rate
Tucker, Marc – 1994
The core features of the preindustrial model of school-to-work transition are needed now. An environment must be recreated in which young people see the vital connections among education, training, and work that were once so clear. The emerging consensus model has these features: combined formal schooling and structured on-the-job training leading…
Descriptors: Corporate Support, Dropout Prevention, Dropout Programs, Dropouts
Rumberger, Russell W. – California Public Schools Forum, 1986
The problem of high school dropouts has generated increased interest among researchers, policymakers, and educators in recent years. This paper examines the many issues involved in trying to understand and solve this complex social and educational problem. The issues are grouped into four areas, related to the incidence, causes, consequences, and…
Descriptors: Dropout Characteristics, Dropout Prevention, Dropout Rate, Dropout Research
Burac, Zipura T. – 1992
Designed for educational administrators, state-level personnel, program coordinators, teachers, and researchers, this monograph highlights five exemplary vocational programs serving individuals from special populations. Identified through an extensive national search in 1990, each program exemplifies successful practices for secondary and…
Descriptors: Agency Cooperation, Ancillary School Services, Curriculum, Demonstration Programs