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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
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
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
Alicia Ann Burns – ProQuest LLC, 2024
This study used quantitative hierarchical regression modeling to investigate factors influencing student grades in the context of online tutoring, guided by Tinto's persistence theory. The purpose of this quantitative predictive correlational study was to determine if and to what extent do demographics (gender and age), prior academic success…
Descriptors: Undergraduate Students, Tutors, Grade Point Average, Online Courses
Smith, Melton Dale – ProQuest LLC, 2023
This study analyzed admission practices at four-year universities in the United States to determine whether a relationship exists between the score of an individual component of the admission practice and completion of radiologic technology programs. Attrition is a major concern for higher education as funding for higher education continues to…
Descriptors: Allied Health Occupations Education, Radiology, College Admission, Admission Criteria
Witmer, Suzanne M. – ProQuest LLC, 2023
The purpose of this quantitative correlational-predictive study was to examine Physical Activity and BMI as potential predictors of Academic Performance among community college students at a community college in Southern California. The foundation for this study was provided by physical activity, BMI, social cognitive theory of self-regulation,…
Descriptors: Community College Students, Physical Activity Level, Body Composition, Predictor Variables
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
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
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
April Wood Stewart – ProQuest LLC, 2023
This quantitative study used archived student records to determine which high school and postsecondary factors are the most significant predictors of college retention among 2,175 students enrolled at the University of West Georgia in Fall 2018. A two-tailed t-test was conducted for research questions one and two to analyze the high school GPAs…
Descriptors: Dual Enrollment, Academic Persistence, College Students, Grade Point Average
Vincent Okot – ProQuest LLC, 2023
This descriptive correlational study examined the predictive relationships between ACT composite scores, high school GPA, ACT testing attempts, and gender with teacher candidate's overall performance on the edTPA and each of the three edTPA instructional tasks (Task 1, Task 2, and Task 3). The edTPA is a portfolio-based subject-specific teaching…
Descriptors: College Entrance Examinations, Performance Based Assessment, Preservice Teachers, Student Teachers
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
Samuel Wayne Earls – ProQuest LLC, 2023
Early college entrance programs have existed in the United States since the 1950s, but in-depth research on academic success in these programs is lacking. Every year, early college entrance programs utilize a variety of data-gathering and candidate-screening techniques to select hundreds of students for admission into these accelerated programs.…
Descriptors: College Students, Early Admission, Success, Academic Achievement
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
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