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Peer reviewed
Direct linkVan Duser, Kyle Eric; Tanabe, Clifton S. – Journal of College Student Retention: Research, Theory & Practice, 2021
This study employed propensity score matching and regression analysis to determine whether or not a retention scholarship pilot program at a mid-size public research university was effective at increasing first-year retention. The scholarship pilot did not require any application process for students but rather used a predictive logistic…
Descriptors: Prediction, Data Analysis, Student Financial Aid, School Holding Power
Download full textAuhl, Greg; Bain, Alan – Australian Journal of Teacher Education, 2021
In this study, we examined whether the Australian Tertiary Admissions Rank (ATAR) predicted pre-service teachers' schema development for inclusive classroom teaching. Where previous studies have employed grade point average (GPA) as a criterion measure, this study employed a validated measure linked to standards-based classroom practice. The study…
Descriptors: Prediction, Preservice Teachers, Inclusion, Classroom Techniques
Lyall, Kristen; Hosseini, Mina; Ladd-Acosta, Christine; Ning, Xuejuan; Catellier, Diane; Constantino, John N.; Croen, Lisa A.; Kaat, Aaron J.; Botteron, Kelly; Bush, Nicole R.; Dager, Stephen R.; Duarte, Cristiane S.; Fallin, M. Daniele; Hazlett, Heather; Hertz-Picciotto, Irva; Joseph, Robert M.; Karagas, Margaret R.; Korrick, Susan; Landa, Rebecca; Messinger, Daniel; Oken, Emily; Ozonoff, Sally; Piven, Joseph; Pandey, Juhi; Sathyanarayana, Sheela; Schultz, Robert T.; St. John, Tanya; Schmidt, Rebecca; Volk, Heather; Newschaffer, Craig J. – Journal of Autism and Developmental Disorders, 2021
Prior work proposed a shortened version of the Social Responsiveness Scale (SRS), a commonly used quantitative measure of social communication traits. We used data from 3031 participants (including 190 ASD cases) from the Environmental Influences on Child Health Outcomes (ECHO) Program to compare distributional properties and criterion validity of…
Descriptors: Pervasive Developmental Disorders, Autism, Measures (Individuals), Test Validity
Vo, Thi Ngoc Chau; Nguyen, Phung – IEEE Transactions on Learning Technologies, 2021
A course-level early final study status prediction task is to predict as soon as possible the final success of each student after studying a course. It is significant because each successful course accomplishment is required for a degree. Further, early predictions provide enough time to make necessary changes for ultimate success. This article…
Descriptors: Prediction, Academic Achievement, Data Collection, Learning Processes
Georgakopoulos, Ioannis; Tsakirtzis, Stylianos – International Electronic Journal of Mathematics Education, 2021
Mathematical courses aid individuals to deal with any problem that they might encounter in their life on the ground that Mathematics familiarize them with a problem-solving process. Additionally, people who have stood out in their profession are deemed to be those who have mastered their mathematical skills. Though, a lot of students encounter…
Descriptors: Prediction, Models, Secondary School Students, At Risk Students
Broda, Michael D.; Bogenschutz, Matthew; Dinora, Parthenia; Prohn, Seb M.; Lineberry, Sarah; Ross, Erica – American Journal on Intellectual and Developmental Disabilities, 2021
In this article, we demonstrate the potential of machine learning approaches as inductive analytic tools for expanding our current evidence base for policy making and practice that affects people with intellectual and developmental disabilities (IDD). Using data from the National Core Indicators In-Person Survey (NCI-IPS), a nationally validated…
Descriptors: Artificial Intelligence, Prediction, Employment Patterns, Day Programs
Chen, Patricia; Ong, Desmond C.; Ng, Jessica C.; Coppola, Brian P. – AERA Open, 2021
Self-regulated learners strategically manage physical, technological, online, and social resources for learning--by selecting resources that could be useful, reflecting on how useful these resources have been, and adjusting resource use accordingly. We propose a model that conceptualizes resource management as learners' intentional,…
Descriptors: Grade Prediction, Self Control, College Students, Organic Chemistry
Annesi, James J. – Research Quarterly for Exercise and Sport, 2021
Purpose: Although exercise is typically included in behavioral weight-loss programs, the amount associated with meaningful short- to long-term weight reduction required investigation. Indirect paths between exercise-associated psychological changes and weight loss might be more relevant than the direct effect of exercise on energy…
Descriptors: Exercise, Physical Activity Level, Obesity, Psychological Patterns
Yazgan, Akan Deniz – Journal of Theoretical Educational Science, 2021
The purpose of this study is to determine to what extent problem-solving skill contributes to the prediction of lateral thinking. The sample of the research consisted of 475 undergraduate students, more specifically 357 female (75.2%) and 118 male (24.8%) students, attending the Faculty of Education at Çanakkale Onsekiz Mart University in…
Descriptors: Foreign Countries, Preservice Teachers, Thinking Skills, Logical Thinking
Stelzer, Florencia; Richard's, María M.; Andrés, María Laura; Vernucci, Santiago; Introzzi, Isabel – Educational Psychology, 2021
Competence with fractions is important for learning more advanced mathematics. The present study examined the predictive value of sustained attention, verbal and visuospatial working memory, cognitive flexibility, fluid intelligence, multiplication and division abilities for fraction knowledge in fifth grade. Participants were 97 elementary school…
Descriptors: Cognitive Processes, Mathematics Skills, Prediction, Fractions
McCaffrey, Daniel; Holtzman, Steven; Burstein, Jill; Beigman Klebanov, Beata – Grantee Submission, 2021
Low retention rates in college is a policy concern for US postsecondary institutions, and writing is a critical competency for college (Graham, 2019). This paper describes an exploratory writing analytics study at six 4-year universities aimed at gaining insights about the relationship between college retention and writing. Findings suggest that…
Descriptors: College Students, School Holding Power, Writing Ability, Writing Evaluation
Fateen, Menna; Mine, Tsunenori – International Educational Data Mining Society, 2021
Studying for entrance examinations can be a distressing period for numerous students. Consequently, many students decide to attend cram schools to assist them in preparing for these exams. For such schools and for all educational institutes, it is necessary to obtain the best tools to provide the highest quality of learning and guidance.…
Descriptors: Grade Prediction, Academic Achievement, Observation, Middle School Students
Hanson, R. Karl – APA Books, 2021
At last, a comprehensive guide that meets psychologists and other social scientists' growing need to master the tools of statistical prediction. "Prediction Statistics for Psychological Assessment," by R. Karl Hanson, is the first book to teach students and practitioners the nuts and bolts of prediction statistics, while illustrating the…
Descriptors: Prediction, Psychological Evaluation, Decision Making, Evidence Based Practice
Mao, Ye – ProQuest LLC, 2021
Intelligent Tutoring Systems (ITSs) have emerged as valuable systems to promote active learning. It is critical to build accurate student models to support the learning process. In order to provide efficient and effective personalized instructions for students, tracking a student's time-varying knowledge state is essential to an ITS. Prior…
Descriptors: Time Perspective, STEM Education, Intelligent Tutoring Systems, Learning Processes
Kay Perry Durbin – ProQuest LLC, 2021
This is a quantitative correlational study of the relationship between adolescent extracurricular activities and college persistence within a theoretical framework of Bandura's self-efficacy theory. The study utilized a sample of 2,300 participants from a 27-year national longitudinal study of adolescent health. The study found a significant…
Descriptors: Extracurricular Activities, Adolescents, Academic Persistence, Self Efficacy
