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Wodtke, Geoffrey T. – Sociological Methods & Research, 2020
Social scientists are often interested in estimating the marginal effects of a time-varying treatment on an end-of-study continuous outcome. With observational data, estimating these effects is complicated by the presence of time-varying confounders affected by prior treatments, which may lead to bias in conventional regression and matching…
Descriptors: Regression (Statistics), Computation, Statistical Analysis, Statistical Bias
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Kim, Su-Young; Huh, David; Zhou, Zhengyang; Mun, Eun-Young – International Journal of Behavioral Development, 2020
Latent growth models (LGMs) are an application of structural equation modeling and frequently used in developmental and clinical research to analyze change over time in longitudinal outcomes. Maximum likelihood (ML), the most common approach for estimating LGMs, can fail to converge or may produce biased estimates in complex LGMs especially in…
Descriptors: Bayesian Statistics, Maximum Likelihood Statistics, Longitudinal Studies, Models
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Nikolakopoulos, Stavros – Research Synthesis Methods, 2020
In narrative synthesis of evidence, it can be the case that the only quantitative measures available concerning the efficacy of an intervention is the direction of the effect, that is, whether it is positive or negative. In such situations, the sign test has been proposed in the literature and in recent Cochrane guidelines as a way to test whether…
Descriptors: Synthesis, Evidence, Statistical Analysis, Nonparametric Statistics
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Chen, Chia-Wen; Wang, Wen-Chung; Chiu, Ming Ming; Ro, Sage – Journal of Educational Measurement, 2020
The use of computerized adaptive testing algorithms for ranking items (e.g., college preferences, career choices) involves two major challenges: unacceptably high computation times (selecting from a large item pool with many dimensions) and biased results (enhanced preferences or intensified examinee responses because of repeated statements across…
Descriptors: Computer Assisted Testing, Adaptive Testing, Test Items, Selection
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Jackson, Benjamin A.; Harshman, Jordan; Miliordos, Evangelos – Journal of Chemical Education, 2020
The concept of an atom with an expanded octet, known as hypervalency, has persisted in the general chemistry curriculum, despite abundant theoretical work disputing its veracity. Here, the electronic structure of traditionally hypervalent molecules (H[subscript 2]SO[subscript 3], H[subscript 2]SO[subscript 4], PF[subscript 5], and SF[subscript 6])…
Descriptors: Chemistry, Molecular Structure, Science Instruction, Scientific Concepts
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Cuida, A.; Laudano, F.; Martinez-Moro, E. – International Journal of Mathematical Education in Science and Technology, 2020
We propose some generalizations of the classical Division Algorithm for polynomials over coefficient rings (possibly non-commutative). These results provide a generalization of the Remainder Theorem that allows calculating the remainder without using the long division method, even if the divisor has degree greater than one. As a consequence we…
Descriptors: Division, Computation, Mathematical Concepts, Algebra
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Schochet, Peter Z. – Journal of Educational and Behavioral Statistics, 2020
This article discusses estimation of average treatment effects for randomized controlled trials (RCTs) using grouped administrative data to help improve data access. The focus is on design-based estimators, derived using the building blocks of experiments, that are conducive to grouped data for a wide range of RCT designs, including clustered and…
Descriptors: Randomized Controlled Trials, Data Analysis, Research Design, Multivariate Analysis
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Shi, Dexin; Lee, Taehun; Fairchild, Amanda J.; Maydeu-Olivares, Alberto – Educational and Psychological Measurement, 2020
This study compares two missing data procedures in the context of ordinal factor analysis models: pairwise deletion (PD; the default setting in Mplus) and multiple imputation (MI). We examine which procedure demonstrates parameter estimates and model fit indices closer to those of complete data. The performance of PD and MI are compared under a…
Descriptors: Factor Analysis, Statistical Analysis, Computation, Goodness of Fit
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Lee, Irene; Grover, Shuchi; Martin, Fred; Pillai, Sarita; Malyn-Smith, Joyce – Journal of Science Education and Technology, 2020
This article provides an introduction for the special issue of the "Journal of Science Education and Technology" focused on computational thinking (CT) from a disciplinary perspective. The special issue connects earlier research on what K-12 students can learn and be able to do using CT with the CT skills and habits of mind needed to…
Descriptors: Computation, Thinking Skills, Elementary Secondary Education, STEM Education
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Juškeviciene, Anita – Informatics in Education, 2020
Computational thinking abilities development is a recent popular research topic. Teachers need support and examples of suiTable STEAM activities that focuses on CT implementation. For this purpose, possible class activities were presented for CT abilities development purpose. Teachers from different disciplines identified possible interconnections…
Descriptors: STEM Education, Art Education, Computation, Thinking Skills
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Halpern, Arthur M.; Noll, Robert J. – Journal of Chemical Education, 2020
The design and operation of the vapor-absorption refrigerator (VAR) are described using the principles and tools typically covered in upper-division undergraduate physical chemistry courses. The objective is to enable students to understand in detail how this device works and how it compares with more typical vapor-compression refrigerators.…
Descriptors: Science Instruction, Chemistry, College Science, Scientific Concepts
McNeish, Daniel; Bauer, Daniel J. – Grantee Submission, 2020
Deciding which random effects to retain is a central decision in mixed effect models. Recent recommendations advise a maximal structure whereby all theoretically relevant random effects are retained. Nonetheless, including many random effects often leads to nonpositive definiteness. A typical remedy is to simplify the random effect structure by…
Descriptors: Multivariate Analysis, Hierarchical Linear Modeling, Factor Analysis, Matrices
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S. Kanageswari Suppiah Shanmugam; Arsaythamby Veloo; Yus'aiman Bin Jusoh Yusoff – International Journal of Science and Mathematics Education, 2025
Language as a cultural element influences Aboriginal pupils' mathematic performance. This study examines the utility of oral test in native language for computation and word problem mathematics items using score comparability. The sample includes 230 Grade 5 Orang Asli pupils from eight Malaysian primary schools in two states. By employing…
Descriptors: Foreign Countries, Elementary School Mathematics, Elementary School Students, Mathematics Tests
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Emily R. DeFouw; Melissa A. Collier-Meek; Brian Daniels; Robin S. Codding; Margarida Veiga – Journal of Applied School Psychology, 2025
For schools implementing Response-to-Intervention, it is important to understand how to efficiently intensify interventions. Treatment intensity, or intervention design, is a critical yet overlooked and understudied aspect in math. More frequent dosage results in greater student gains. However, questions remain regarding how teaching episodes…
Descriptors: Mathematics Instruction, Teaching Methods, Outcomes of Education, Response to Intervention
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Le Minh Cuong; Nguyen Tien-Trung; Pham Nguyen Hong Ngu; Vilaxay Vangchia; Nguyen Phuong Thao; Trinh Thi Phuong Thao – European Journal of Science and Mathematics Education, 2025
Problem-solving competency is crucial for social development, especially in complex environments. In mathematics education, problem-solving enhances logic, creativity, and analytical skills, contributing to societal progress. This article identified quantitative information about important publications, authors, resources, and research trends on…
Descriptors: Problem Solving, Mathematics Education, Mathematics Skills, Educational Research
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