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Bosch, Nigel – Journal of Educational Data Mining, 2021
Automatic machine learning (AutoML) methods automate the time-consuming, feature-engineering process so that researchers produce accurate student models more quickly and easily. In this paper, we compare two AutoML feature engineering methods in the context of the National Assessment of Educational Progress (NAEP) data mining competition. The…
Descriptors: Accuracy, Learning Analytics, Models, National Competency Tests
Stage, Virginia C.; Kolasa, Kathryn M.; Díaz, Sebastián R.; Duffrin, Melani W. – Journal of School Health, 2018
Background: Explore associations between nutrition, science, and mathematics knowledge to provide evidence that integrating food/nutrition education in the fourth-grade curriculum may support gains in academic knowledge. Methods: Secondary analysis of a quasi-experimental study. Sample included 438 students in 34 fourth-grade classrooms across…
Descriptors: Nutrition, Sciences, Mathematics, Nutrition Instruction
Tong, Xiuli; McBride, Catherine – Journal of Learning Disabilities, 2018
Following a review of contemporary models of word-level processing for reading and their limitations, we propose a new hypothetical model of Chinese character reading, namely, the graded lexical space mapping model that characterizes how sublexical radicals and lexical information are involved in Chinese character reading development. The…
Descriptors: Chinese, Orthographic Symbols, Memory, Reading Processes
Cervetti, Gina N.; Wright, Tanya S.; Hwang, HyeJin – Reading and Writing: An Interdisciplinary Journal, 2016
Previous research has documented the role of readers' existing topic knowledge in supporting students' comprehension of text; yet, we know less about how to build students' knowledge in order to support comprehension and vocabulary learning. In the current study, we test the hypothesis that knowledge can be built and leveraged simultaneously in…
Descriptors: Reading Comprehension, Vocabulary Development, Hypothesis Testing, Elementary School Students
Braithwaite, David W.; Tian, Jing; Siegler, Robert S. – Developmental Science, 2018
Many children fail to master fraction arithmetic even after years of instruction. A recent theory of fraction arithmetic (Braithwaite, Pyke, & Siegler, 2017) hypothesized that this poor learning of fraction arithmetic procedures reflects poor conceptual understanding of them. To test this hypothesis, we performed three experiments examining…
Descriptors: Fractions, Addition, Arithmetic, Hypothesis Testing
Braithwaite, David W.; Tian, Jing; Siegler, Robert S. – Grantee Submission, 2018
Many children fail to master fraction arithmetic even after years of instruction. A recent theory of fraction arithmetic (Braithwaite, Pyke, & Siegler, in press) hypothesized that this poor learning of fraction arithmetic procedures reflects poor conceptual understanding of them. To test this hypothesis, we performed three experiments…
Descriptors: Fractions, Addition, Arithmetic, Mathematics
Huggins-Manley, Anne Corinne – Educational and Psychological Measurement, 2017
This study defines subpopulation item parameter drift (SIPD) as a change in item parameters over time that is dependent on subpopulations of examinees, and hypothesizes that the presence of SIPD in anchor items is associated with bias and/or lack of invariance in three psychometric outcomes. Results show that SIPD in anchor items is associated…
Descriptors: Psychometrics, Test Items, Item Response Theory, Hypothesis Testing
Hastie, Peter A.; Ward, Jeffrey K.; Brock, Sheri J. – Physical Education and Sport Pedagogy, 2017
Background: A guiding principle of Sport Education is that all students get equal opportunity to play, which is expedited through the use of small-sided contests. One element included within the philosophy of Sport Education is that of "graded competition." In graded competition, leagues are arranged that match students of similar skill…
Descriptors: Physical Education, Athletics, Grading, Competition
Andrews, Naomi C. Z.; Martin, Carol L.; Field, Ryan D.; Cook, Rachel E.; Lee, Jieun – Child Development, 2016
This study examined children's expectancies about interactions with own- and other-gender peers. Goals were to examine expectancies about the outcomes related to own- versus other-gender group interactions, assess cohort and temporal changes in expectancies, and assess the effect of expectancies on school-related outcomes. Students in second and…
Descriptors: Expectation, Interaction, Peer Relationship, Grade 2
Kiili, Kristian; Ojansuu, Kai; Lindstedt, Antero; Ninaus, Manuel – International Journal of Game-Based Learning, 2018
The main aim of this article was to investigate the educational potential of a game-based math game competition to engage students in training rational numbers. Finnish fourth (n = 59; M[subscript age] = 10.36) and sixth graders (n = 105; M[subscript age] = 12.34) participated in a math game competition relying on intra-classroom cooperation and…
Descriptors: Mathematics Instruction, Teaching Methods, Educational Games, Competition
Bishara, Saied; Weiss, Itzhak – Cogent Education, 2017
Phonological and morphological awareness and its correlation with reading punctuated and non-punctuated words in Arabic as a first language were examined, as well as its transfer to Hebrew as a second language. Research participants were 30 fourth grade pupils. Phonological awareness was examined by phonological decoding of actual and meaningless…
Descriptors: Semitic Languages, Correlation, Phonological Awareness, Morphology (Languages)
Blazar, David; Pollard, Cynthia – Educational Researcher, 2017
Critics of test-based accountability warn that test preparation has a negative influence on teachers' instruction due to a focus on procedural skills. Others advocate that the adoption of more rigorous assessments may be a way to incentivize more ambitious test preparation instruction. Drawing on classroom observations and teacher surveys, we do…
Descriptors: Test Preparation, Educational Quality, Accountability, Teacher Effectiveness
Knapp, Andrea; Landers, Racheal; Liang, Senfeng; Jefferson, Vetrece – Educational Studies in Mathematics, 2017
The researchers in this study investigated the impact of mathematics-focused parental involvement on Kindergarten to Grade 8 children and parents as well as factors prompting that impact. Qualitative analysis consisting of parent, child, and teacher interviews and 3-year quantitative testing showed significant improvements in students' mathematics…
Descriptors: Mathematics Instruction, Parent Participation, Teaching Methods, Elementary Secondary Education
Mayfield, Carlene A.; Child, Stephanie; Weaver, Robert G.; Zarrett, Nicole; Beets, Michael W.; Moore, Justin B. – Journal of School Health, 2017
Background: We examined the effectiveness of Peaceful Playgrounds™ (P2) to decrease antisocial behaviors (ASB) while increasing physical activity (PA) and prosocial behaviors (PSB) in elementary school children. Methods: A longitudinal, cluster-randomized design was employed in 4 elementary school playgrounds where students (third to fifth) from 2…
Descriptors: Playgrounds, Student Behavior, Physical Activity Level, Peace
Webb, Paula – Online Submission, 2017
Students with physical and health disabilities struggle with basic mathematical concepts. The purpose of this research study was to increase the students' mathematical computation skills through implementing new strategies and/or methods. The strategies implemented with the students was utilizing the ten-frame tiles and technology with the purpose…
Descriptors: Physical Disabilities, Mathematics Instruction, Mathematical Concepts, Teaching Methods