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Predicting Dropout for Nontraditional Undergraduate Students: A Machine Learning Approach
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Huo, Huade; Cui, Jiashan; Hein, Sarah; Padgett, Zoe; Ossolinski, Mark; Raim, Ruth; Zhang, Jijun – Journal of College Student Retention: Research, Theory & Practice, 2023
Student attrition represents one of the greatest challenges facing U.S. postsecondary institutions. Approximately 40 percent of students seeking a bachelor's degree do not graduate within 6 years; among nontraditional students, who make up half of the undergraduate population, dropout rates are even higher. In this study, we developed a machine…
Descriptors: Student Attrition, Postsecondary Education, Nontraditional Students, Dropout Rate
Report on the Condition of Education 2021. NCES 2021-144
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Irwin, Véronique; Zhang, Jijun; Wang, Xiaolei; Hein, Sarah; Wang, Ke; Roberts, Ashley; York, Christina; Barmer, Amy; Bullock Mann, Farrah; Dilig, Rita; Parker, Stephanie; Nachazel, Thomas; Barnett, Megan; Purcell, Stephen – National Center for Education Statistics, 2021
The "Condition of Education" is an annual report mandated by the U.S. Congress that summarizes the latest data on education in the United States. This report uses data from across the National Center for Education Statistics (NCES) and from other sources and is designed to help policymakers and the public monitor educational progress.…
Descriptors: COVID-19, Pandemics, Preschool Education, Elementary Secondary Education
The Condition of Education 2020. NCES 2020-144
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Hussar, Bill; Zhang, Jijun; Hein, Sarah; Wang, Ke; Roberts, Ashley; Cui, Jiashan; Smith, Mary; Mann, Farrah Bullock; Barmer, Amy; Dilig, Rita – National Center for Education Statistics, 2020
The "Condition of Education" is an annual report mandated by the U.S. Congress that summarizes the latest data on education in the United States. This report uses data from across the National Center for Education Statistics (NCES) and from other sources and is designed to help policymakers and the public monitor educational progress.…
Descriptors: Preschool Education, Elementary Secondary Education, Postsecondary Education, Family Characteristics
The Condition of Education 2019. NCES 2019-144
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McFarland, Joel; Hussar, Bill; Zhang, Jijun; Wang, Xiaolei; Wang, Ke; Hein, Sarah; Diliberti, Melissa; Cataldi, Emily Forrest; Mann, Farrah Bullock; Barmer, Amy – National Center for Education Statistics, 2019
The Condition of Education is a congressionally mandated annual report summarizing important developments and trends in education using the latest available data. The 2019 Condition of Education report presents 48 indicators on topics ranging from prekindergarten through postsecondary education, as well as labor force outcomes and international…
Descriptors: Preschool Education, Kindergarten, Elementary Secondary Education, Family Characteristics