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Okan Bulut; Tarid Wongvorachan; Surina He; Soo Lee – Discover Education, 2024
Despite its proven success in various fields such as engineering, business, and healthcare, human-machine collaboration in education remains relatively unexplored. This study aims to highlight the advantages of human-machine collaboration for improving the efficiency and accuracy of decision-making processes in educational settings. High school…
Descriptors: High School Students, Dropouts, Identification, Man Machine Systems
Rabideau, M.; Starnes, A. – PRIMUS, 2023
In this paper, we study how well SAT scores, high school GPA, and undergraduate precalculus grades relate to undergraduate calculus grades at a 4-year private nonprofit university that does not have a placement exam. In addition, we compare the success in calculus of two groups of students, both of whom require two semesters to pass calculus. The…
Descriptors: Predictor Variables, College Entrance Examinations, Grade Point Average, High Schools
Alberth – International Journal of Emotional Education, 2022
Whereas the role of anxiety and enjoyment in predicting learning outcomes is well documented in the literature, the role of these two emotion dimensions in predicting perceived sense of classroom community is rarely discussed in the literature despite the fact that classroom community serves as a good predictor of learning outcomes. Conducted in a…
Descriptors: Prediction, Sense of Community, Second Language Learning, Psychological Patterns
Zorlu, Sinan; Ünver, Gülsen – Turkish Journal of Education, 2022
The self-regulation and self-efficacy beliefs have a major effect on English language learning achievement. This study examines if self-regulatory learning strategies and English self-efficacy beliefs significantly predicted learning achievement in learning English. 542 ninth grade students studying at ten different Vocational and Technical…
Descriptors: Prediction, Learning Strategies, Self Efficacy, Student Attitudes
Ordaz, Arnold Sánchez; Mosqueda, Eduardo – Journal of Leadership, Equity, and Research, 2021
This study examines the effect of race/ethnicity, immigrant status and the role of school belonging on the academic achievement of Mexican, Filipino, and white students. We focus on school belonging and peer influences in concert with immigrant generational status and family income to predict students' academic achievement at the end of 9th grade.…
Descriptors: Sense of Community, Peer Influence, Academic Achievement, High School Students
Yildiz, Muhammed Berke; Börekci, Caner – Journal of Educational Technology and Online Learning, 2020
Education systems produce a large number of valuable data for all stakeholders. The processing of these educational data and making studies on the future of education based on the data reveal highly meaningful results. In this study, an insight was tried to be developed on the educational data collected from ninth-grade students by using data…
Descriptors: Grade Prediction, Academic Achievement, Artificial Intelligence, Grade 9
Yamamoto, Scott H.; Alverson, Charlotte Y. – Autism & Developmental Language Impairments, 2022
Background and Aims: The fastest growing group of students with disabilities are those with Autism Spectrum Disorder (ASD). States annually report on post-high school outcomes (PSO) of exited students. This study sought to fill two gaps in the literature related to PSO for exited high-school students with ASD and the use of state data and…
Descriptors: Autism Spectrum Disorders, Students with Disabilities, High School Graduates, Outcomes of Education
Cynthia J. Murphy; Siffat A. Sharmin; Hsien-Yuan Hsu – Journal of Education for Students Placed at Risk, 2024
Although studies have investigated educational attainment of groups of students professing low and high educational self-expectations, groups of noncommittal students, rather than being studied as a discrete group, have been treated as missing and ignored. This study investigated the differences between students of noncommittal, low, and high…
Descriptors: Grade 10, Educational Attainment, Hispanic American Students, African American Students
Hester, Candace; Plank, Stephen; Cotla, Chenna; Bailey, Paul; Gerdeman, Dean – Regional Educational Laboratory Southwest, 2021
Arkansas has identified college and career readiness indicators for schools that can be used to monitor students' performance and to improve their postsecondary readiness and success. Using two cohorts of grade 6 students, this study examined the extent to which Arkansas's middle school and high school indicators of postsecondary readiness predict…
Descriptors: Prediction, Educational Indicators, College Readiness, College Entrance Examinations
Regional Educational Laboratory Southwest, 2021
This Study Snapshot highlights findings from a larger study on Arkansas's middle school and high school indicators of postsecondary readiness and success outcomes. The Arkansas Department of Education identified college and career readiness indicators in their Every Student Succeeds Act (ESSA) plan. Using two statewide cohorts of grade 6 students…
Descriptors: Prediction, Educational Indicators, College Readiness, College Entrance Examinations
Regional Educational Laboratory Southwest, 2021
The "Identifying Indicators That Predict Postsecondary Readiness and Success in Arkansas" study examined the extent to which Arkansas's middle school and high school indicators of postsecondary readiness predict a student's postsecondary readiness outcome and success outcomes. The study estimated the accuracy and strength of the middle…
Descriptors: Prediction, Educational Indicators, College Readiness, College Entrance Examinations
Tucker, Leslie; McKnight, Oscar – Journal of College Student Retention: Research, Theory & Practice, 2019
This study assessed the feasibility of using precollege success indicators to identify at-risk students at a large 4-year public research university in the Midwest. Retention data from students who participated in an established student success program were examined. The findings affirm that the initial admissions assessment identifying at-risk…
Descriptors: Validity, Academic Achievement, College Students, At Risk Students
Türk, Fulya – Universal Journal of Educational Research, 2018
The aim of this study is to examine empathic tendency, self-regulation abilities and self-efficacy perceptions in adolescents as predictors of conflict resolution skills. The sample of this study consists of 391 students from 9th and 10th classes of a high school in Kahramanmaras province. In the study, the Conflict Resolution Scale, KA-SI…
Descriptors: Empathy, Conflict Resolution, Self Efficacy, Multiple Regression Analysis
Karumbaiah, Shamya; Baker, Ryan S.; Shute, Valerie – International Educational Data Mining Society, 2018
Identifying struggling students in real-time provides a virtual learning environment with an opportunity to intervene meaningfully with supports aimed at improving student learning and engagement. In this paper, we present a detailed analysis of quit prediction modeling in students playing a learning game called Physics Playground. From the…
Descriptors: Predictor Variables, Academic Persistence, Educational Games, Play
Coleman, Chad; Baker, Ryan S.; Stephenson, Shonte – International Educational Data Mining Society, 2019
Determining which students are at risk of poorer outcomes -- such as dropping out, failing classes, or decreasing standardized examination scores -- has become an important area of research and practice in both K-12 and higher education. The detectors produced from this type of predictive modeling research are increasingly used in early warning…
Descriptors: Prediction, At Risk Students, Predictor Variables, Elementary Secondary Education