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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
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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
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Green, Cathrin D.; Thornton, Keely; Fredrick, Joseph W.; Wiggs, Kelsey K.; Smith, Zoe R.; Langberg, Joshua M.; Becker, Stephen P. – School Mental Health, 2023
A growing body of research demonstrates that school climate is associated with adolescent mental health. Much of the extant literature have focused on identifying risk factors for adverse mental health outcomes, whereas much less work has been done examining factors that are important to foster adolescents' strengths and thereby increase the…
Descriptors: Longitudinal Studies, Educational Environment, Prediction, Psychological Patterns
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Cordeiro, Carolina; Magalhães, Sofia; Nunes, Andreia; Olive, Thierry; Castro, São Luís; Limpo, Teresa – Journal of Research in Childhood Education, 2022
Writing is a complex task that requires the activation and coordination of several processes. In addition to the research on the domain-specific factors that contribute to school achievement, there is an increasing interest on general variables, such as mindfulness. Here, we aimed to test the contribution of middle-grade students' trait…
Descriptors: Metacognition, Writing Achievement, Prediction, Executive Function
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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
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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
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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
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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
Shneyderman, Aleksandr – Research Services, Miami-Dade County Public Schools, 2019
Curriculum Associates' i-Ready is an adaptive diagnostic and individualized instructional tool that has been used in M-DCPS in the last few years. In addition, Curriculum Associates provides the District with results of their predictive model, which uses the students' outcomes on the Fall and Winter i-Ready diagnostic testing as well as the…
Descriptors: Standardized Tests, Mathematics Achievement, Language Arts, Reading Achievement
Didonna, Tiziana – ProQuest LLC, 2018
This study sought to clarify the relationships between morale, job satisfaction, years of experience, and the outcome variable of self-efficacy for teaching students with off-task, noncompliant, and impulsive classroom behaviors. An online survey was completed by middle school teachers throughout the United States (N = 122). On this, participants…
Descriptors: Job Satisfaction, Self Efficacy, Prediction, Correlation
Shneyderman, Aleksandr – Research Services, Miami-Dade County Public Schools, 2017
Curriculum Associates' i-Ready is an adaptive diagnostic and individualized instructional tool that has been used in M-DCPS in the last few years. In addition, in 2016-2017, Curriculum Associates provided the District with results of their predictive model, which used the outcomes of the Fall and Winter i-Ready diagnostic testing to estimate the…
Descriptors: Standardized Tests, Mathematics Achievement, Language Arts, Reading Achievement
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Bass, Ellyn Charlotte; Santo, Jonathan Bruce; da Cunha, Josafa M.; Neufeld, Cara – Journal of Cognitive Education and Psychology, 2016
This study examined the relationship between social withdrawal (isolation and unsociability) and peer victimization by exploring the moderating influences of gender, classroom norms of social withdrawal, individualism, and collectivism. One hundred fifty-eight adolescents (M[subscript age] = 14.11, SD = 1.10; 46.3% boys) in 7th and 8th grade from…
Descriptors: Bullying, Withdrawal (Psychology), Peer Relationship, Social Isolation
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Hong, Jon-Chao; Hwang, Ming-Yueh; Liu, Yeu-Ting; Lin, Pei-Hsin; Chen, Yi-Ling – Interactive Learning Environments, 2016
Educational games can be viewed in two ways, "learning to play" or "playing to learn." The Chinese Idiom String Up Game was specifically designed to examine the effect of "learning to play" on the interrelatedness of players' gameplay interest, competitive anxiety, and perceived utility of pre-game learning (PUPGL).…
Descriptors: Educational Games, Prediction, Anxiety, Competition
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Randler, Christoph; Vollmer, Christian; Wilhelm, David; Flessner, Melanie; Hummel, Eberhard – Educational Gerontology, 2014
Many societies are encountering significant changes in their population structure as the number of older people is increasing while children and adolescents become fewer. This study examines pupils' attitudes towards elderly people in Germany. A total of 935 pupils (458 boys, 477 girls) participated in this study. Grade distribution was as…
Descriptors: Foreign Countries, Older Adults, Adolescent Attitudes, Positive Attitudes
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Truckenmiller, Adrea J.; Petscher, Yaacov; Gaughan, Linda; Dwyer, Ted – Regional Educational Laboratory Southeast, 2016
District and state education leaders frequently use screening assessments to identify students who are at risk of performing poorly on end-of-year achievement tests. This study examines the use of a universal screening assessment of reading skills for early identification of students at risk of low achievement on nationally normed tests of reading…
Descriptors: Prediction, Predictive Validity, Predictor Variables, Mathematics Achievement
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