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Agus Santoso; Heri Retnawati; Kartianom; Ezi Apino; Ibnu Rafi; Munaya Nikma Rosyada – Open Education Studies, 2024
The world's move to a global economy has an impact on the high rate of student academic failure. Higher education, as the affected party, is considered crucial in reducing student academic failure. This study aims to construct a prediction (predictive model) that can forecast students' time to graduation in developing countries such as Indonesia,…
Descriptors: Time to Degree, Open Universities, Foreign Countries, Predictive Measurement
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Alexandra Starr; Zainab F. Haider; Sophie von Stumm – Developmental Psychology, 2024
In putatively meritocratic societies, doing well in school is a pivotal precondition for accessing further and higher education, which, in turn, has a pervasive, long-term influence on adulthood development. Yet, doing well in school may also predict "real-life success" outside formal education settings and independent of the educational…
Descriptors: Foreign Countries, Young Adults, Outcomes of Education, Educational Attainment
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Tyler Milburn; Meagan E. Ita; Krista M. Kecskemety – Discover Education, 2025
A better understanding of how to improve student retention in engineering is required to support students in completing engineering degrees and entering the workforce. Application processes to engineering majors are one barrier to retention in some engineering programs. This study evaluates demographic, grades, application process, and engineering…
Descriptors: College Students, Majors (Students), Engineering Education, Predictor Variables
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Thomas Mgonja – Education and Information Technologies, 2024
The successful completion of remedial mathematics is widely recognized as a crucial factor for college success. However, there is considerable concern and ongoing debate surrounding the low completion rates observed in remedial mathematics courses across various parts of the world. This study applies explainable artificial intelligence (XAI) tools…
Descriptors: Higher Education, Remedial Mathematics, Artificial Intelligence, Predictor Variables
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Aaron Gottlieb; Zitsi Mirakhur; Bianca Schindeler – Educational Researcher, 2024
Exclusionary school discipline is one of the primary ways that schools address student behavior. Existing scholarship has focused on examining the implications of exclusionary school discipline for two sets of outcomes: academic achievement and future juvenile and criminal legal involvement. However, these two areas of scholarship are largely…
Descriptors: Discipline, Police School Relationship, Grade Point Average, Police
Ariel Rosenfeld; Avshalom Elmalech – Journal of Education for Library and Information Science, 2023
Many Library and Information Science (LIS) training programs are gradually expanding their curricula to include computational data science courses such as supervised and unsupervised machine learning. These programs focus on developing both "classic" information science competencies as well as core data science competencies among their…
Descriptors: Graduate Students, Information Science, Data Science, Competence
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Jeffrey T. Steedle; Jason D. Way – Educational Assessment, 2024
Despite lack of standardization, high school grade-point average (HSGPA) is frequently the best single predictor of first-year postsecondary GPA (FYGPA). This study evaluated the extent to which HSGPA reflected standardized test scores, social-emotional learning (SEL) competencies, demographics, and high-school characteristics. Dominance analysis…
Descriptors: High School Students, Grade Point Average, Predictor Variables, College Freshmen
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Thomas Mgonja; Francisco Robles – Journal of College Student Retention: Research, Theory & Practice, 2024
Completion of remedial mathematics has been identified as one of the keys to college success. However, completion rates in remedial mathematics have been low and are of much debate across America. This study leverages machine learning techniques in trying to predict and understand completion rates in remedial mathematics. The purpose of this study…
Descriptors: Predictor Variables, Remedial Mathematics, Mathematics Achievement, Graduation Rate
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Krysti N. Turnquest; Weihua Fan; Virginia Snodgrass Rangel; Nazly Dyer; Allison Master – Social Psychology of Education: An International Journal, 2024
Transfer students comprise half of all undergraduate students, yet their educational experiences may differ in meaningful ways from those of traditional students. Importantly, the transfer student population is diverse and not monolithic. Achievement emotions, which occur in an iterative pattern with past experiences informing current and future…
Descriptors: College Transfer Students, Undergraduate Students, Emotional Response, Anxiety
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Sami Mejri; Steven Borawski – International Journal on E-Learning, 2023
This article will address predictors of success for online students. A survey questionnaire was used to gather data concerning online students' social and educational readiness levels at a four-year private university in the Midwestern United States. Of the 4,050 potential participants, 250 (6.23%) responded to the survey. Stepwise regression…
Descriptors: Academic Persistence, Success, Online Courses, Readiness
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Bozgun, Kayhan; Akin-Kosterelioglu, Meltem – Participatory Educational Research, 2023
Metacognitive awareness is said to be reflected by self-confidence scores, and there exists a mutual relationship between them. This study was conducted to examine the role of self-confidence in predicting metacognitive awareness in high school students and to examine whether gender, grade point average, type of high school and father's education…
Descriptors: High School Students, Metacognition, Self Esteem, Grade Point Average
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Millicent Musyoka; Raymond Doe – Journal of Developmental and Physical Disabilities, 2024
Graduate Records Examinations (GRE) remain an important criterion for admission to the graduate program. This study explored the predictive role of the GRE for college success among deaf students because most deaf and hard-of-hearing students experience lifelong difficulties in English language and literacy because of their different language…
Descriptors: Graduate Study, College Entrance Examinations, Predictor Variables, Academic Achievement
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Julia Hormuth; Marlene Ferencz; Jutta Heikkilä; Taija Ihamäki – Research in Comparative and International Education, 2025
Student academic success plays an important role in higher education institutions, as it is often used as a core measure of university performance. Internationally, there is an extensive literature on the predictors of academic success. In addition to intellectual variables, the effects of psychological factors have received increased attention.…
Descriptors: Self Efficacy, Personality Traits, Student Motivation, Predictor Variables
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Carey Bernini Dowling; C. Veronica Smith; Yue Yin; Jeffrey M. Williams – Journal of the Scholarship of Teaching and Learning, 2025
People view many attributes, including intelligence, through implicit theories (or mindsets). Entity mindsets position the attribute as unchangeable or static, whereas incremental mindsets see the attribute as malleable or capable of being changed/improved (Dweck & Leggett, 1988). The present studies examined a new questionnaire designed to…
Descriptors: Grade Point Average, Undergraduate Students, Study Habits, Intelligence
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Pilotti, Maura; Alkuhayli, Halah; Al Ghazo, Runna – Learning and Teaching in Higher Education: Gulf Perspectives, 2022
Purpose: In the present study, the authors examined whether academic performance [grade point average (GPA)] can be predicted by self-reported frequency of memorization and recitation, verbatim memory performance, and self-efficacy in a sample of college students from Saudi Arabia. Design/methodology/approach: Students' verse memory, word memory,…
Descriptors: Foreign Countries, Grade Point Average, Predictor Variables, Memorization
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