School dropout is a structural problem which permanently penalizes students and society in areas such as low qualification jobs, higher poverty levels and lower life expectancy, lower pensions, and higher economic burden for governments. Given these high consequences and the surge of the problem due to COVID-19 pandemic, in this paper we propose a…

Background: The importance of high school completion for jobs and postsecondary opportunities is well- documented. Combined with federal laws where high school graduation rate is a core performance indicator, school systems and states face pressure to actively monitor and assess high school completion. This proposal employs machine learning…

The issue within education reform of high dropout rates has been an enduring problem for education in the United States (U.S.) since the 1960s. Dropping out of high school is associated with a broad range of social pathologies in adulthood, including poor job prospects, the propensity to engage in criminal behavior, out-of-wedlock births, low…

Presents a research-based model of student persistence. Concludes that high school academic achievement, needs for financial aid and employment, day/evening status, goal commitment, and expected student/college fit have primary effects on persistence, while background characteristics and academic self-confidence have secondary effects. Explains…

Tinto's conceptual schema of college dropout forms the theoretical framework for the development of a model of university student dropout intention. This study validated Tinto's model in two different departments within a single university. Analyses were conducted on a sample of 684 college freshmen in the Education and Economics Department. A…

Few studies have been conducted on nontraditional student attrition in postsecondary vocational educational programs. This lack of attention is due to methodological limitations, lack of priority on data collection in vocational education, and lack of perceived need for research. The conceptual model of student attrition in postsecondary…

A survey of 498 undergraduate students withdrawing from a Canadian university was used to develop a model of student attrition. Students frequently attributed withdrawal to personal characteristics, institutional factors, and societal variables. Student academic performance was a causal factor for university-initiated withdrawal, and student…

Characteristics and attendance patterns of persisters and dropouts from college and vocational/technical schools were studied, and a model of the persistence process was tested using data from the National Longitudinal Study (NLS), which surveyed high school seniors in 1972, with followup surveys in 1973 and 1974. Student persistence was defined…

The design and development of a computerized student flow model at Eastern Montana College and its use in monitoring student enrollment are considered. In addition, guidelines are presented for adapting a flow model to the dimensions of a particular institution. Particular emphasis is given to reviewing the criteria that researchers should use…

Tinto's model of college persistence/withdrawal, developed for residential colleges, is tested at a nonresidential institution. Results indicated that the concepts of person-environment fit, social integration, and institutional commitment operated differently in the commuter institution. A reconceptualized model for explaining…

Four major components comprised the Organizational Development Research Project at Indiana Vocational Technical College (Ivy Tech). The major component of the research was an evaluation of a model of cost effectiveness/benefit analysis previously developed for postsecondary vocational educators in Indiana. Cost data for all Region 8 Ivy Tech…

To test Tinto's theory of college attrition, a longitudinal study involving 766 students enrolled in Syracuse University in September 1975 was conducted to determine whether freshmen persisters and voluntary dropouts differed on certain attitudinal and behavioral measures of academic and social integration once selected background characteristics…

The findings of a computer model designed to project the number and educational profile of young people leaving the school system to enter the labor force in Canada in the 1980's are reported. The four-tiered computer model utilized in the study projects elementary-secondary enrollment, college and university enrollment, "leavers" from…

In 1990, a study was conducted to validate factors which relate to the persistence or retention of students enrolled in two-year college occupational programs, with a particular focus on minority students. Data were collected through a questionnaire survey of 731 students and 55 faculty members at 5 colleges in New York. In addition to the survey,…

At the request of the Air Force School of Aviation Medicine, a project was initiated to evaluate the current screening process used for entry into three medical technical training courses: Aeromedical Specialist, Environmental Health Specialist, and Physiological Training Specialist. A sample of 1,003 students were administered the General…