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Yongseok Lee; Walter L. Leite; Audrey J. Leroux – Journal of Experimental Education, 2024
In the current study, we compare propensity score (PS) matching methods for data with a cross-classified structure, where each individual is clustered within more than one group, but the groups are not hierarchically organized. Through a Monte Carlo simulation study, we compared sequential cluster matching (SCM), preferential within cluster…
Descriptors: Comparative Analysis, Data Analysis, Groups, Classification
Atar, Burcu; Atalay Kabasakal, Kubra; Kibrislioglu Uysal, Nermin – Journal of Experimental Education, 2023
The purpose of this study was to evaluate the population invariance of equating functions across country subgroups in TIMSS 2015 mathematics tests in relation to the raw-score distribution, DIF, and DTF. We used equipercentile and IRT observed-score equating methods. The results of the study indicate that there is a relationship between the…
Descriptors: Foreign Countries, Achievement Tests, International Assessment, Mathematics Tests
Nazari, Sanaz; Leite, Walter L.; Huggins-Manley, A. Corinne – Journal of Experimental Education, 2023
The piecewise latent growth models (PWLGMs) can be used to study changes in the growth trajectory of an outcome due to an event or condition, such as exposure to an intervention. When there are multiple outcomes of interest, a researcher may choose to fit a series of PWLGMs or a single parallel-process PWLGM. A comparison of these models is…
Descriptors: Growth Models, Statistical Analysis, Intervention, Comparative Analysis
Pedersen, Pernille Ladegaard; Aunio, Pirjo; Sunde, Pernille Bødtker; Bjerre, Mette; Waagepetersen, Rasmus – Journal of Experimental Education, 2023
The aim of this longitudinal study was to examine the differences between high- and low-performing students' development of fraction proficiency over a school year and to investigate how those differences were related to instruction in fractions versus instruction in other mathematics topics. The data for this study were drawn from a group of (n =…
Descriptors: Fractions, Grade 4, Elementary School Students, Mathematics Instruction
Liu, Yixing; Thompson, Marilyn S. – Journal of Experimental Education, 2022
A simulation study was conducted to explore the impact of differential item functioning (DIF) on general factor difference estimation for bifactor, ordinal data. Common analysis misspecifications in which the generated bifactor data with DIF were fitted using models with equality constraints on noninvariant item parameters were compared under data…
Descriptors: Comparative Analysis, Item Analysis, Sample Size, Error of Measurement
Baek, Eunkyeng; Luo, Wen; Henri, Maria – Journal of Experimental Education, 2022
It is common to include multiple dependent variables (DVs) in single-case experimental design (SCED) meta-analyses. However, statistical issues associated with multiple DVs in the multilevel modeling approach (i.e., possible dependency of error, heterogeneous treatment effects, and heterogeneous error structures) have not been fully investigated.…
Descriptors: Meta Analysis, Hierarchical Linear Modeling, Comparative Analysis, Statistical Inference
Paulsen, Justin; Valdivia, Dubravka Svetina – Journal of Experimental Education, 2022
Cognitive diagnostic models (CDMs) are a family of psychometric models designed to provide categorical classifications for multiple latent attributes. CDMs provide more granular evidence than other psychometric models and have potential for guiding teaching and learning decisions in the classroom. However, CDMs have primarily been conducted using…
Descriptors: Psychometrics, Classification, Teaching Methods, Learning Processes
Wolff, Fabian; Möller, Jens – Journal of Experimental Education, 2021
Dimensional comparisons between math and verbal achievements affect students' academic self-concepts by increasing (decreasing) students' self-concept in the subject with their intraindividual higher (lower) achievement. Dimensional comparison theory assumes that dimensional comparisons are also triggered by external influences. The present…
Descriptors: Comparative Analysis, Intervention, Self Concept, Academic Ability
Chan, Wendy – Journal of Experimental Education, 2021
Statisticians have developed propensity score methods to improve generalizations from studies that do not employ random sampling. However, these methods rely on assumptions whose plausibility may be questionable. We introduce and discuss bounding, an approach that is based on alternative assumptions that may be more plausible. The bounding…
Descriptors: Generalization, Statistics Education, Guidelines, Simulation
Aidoo, Eric Nimako; Appiah, Simon K.; Boateng, Alexander – Journal of Experimental Education, 2021
This study investigated the small sample biasness of the ordered logit model parameters under multicollinearity using Monte Carlo simulation. The results showed that the level of biasness associated with the ordered logit model parameters consistently decreases for an increasing sample size while the distribution of the parameters becomes less…
Descriptors: Statistical Bias, Monte Carlo Methods, Simulation, Sample Size
Cromley, Jennifer G.; Dai, Ting; Fechter, Tia; Van Boekel, Martin; Nelson, Frank E.; Dane, Aygul – Journal of Experimental Education, 2021
Reasoning skills have been clearly related to achievement in introductory undergraduate biology, a course with a high failure rate that may contribute to dropout of undergraduate STEM majors. Existing measures are focused on the experimental method, such as generating hypotheses, choosing a research method, how to control variables other than…
Descriptors: Biology, Science Instruction, Teaching Methods, Undergraduate Students
Miguel-Revilla, Diego; Carril-Merino, Teresa; Sánchez-Agustí, María – Journal of Experimental Education, 2021
Epistemic beliefs about history can influence the way educators address this discipline with their students. This mixed-methods study establishes a comparison between three groups: secondary education, and both second-year and third-year primary education social studies pre-service teachers. Using a sample of 430 participants, the "Beliefs…
Descriptors: Epistemology, Beliefs, History Instruction, Preservice Teacher Education
Baek, Eunkyeng; Beretvas, S. Natasha; Van den Noortgate, Wim; Ferron, John M. – Journal of Experimental Education, 2020
Recently, researchers have used multilevel models for estimating intervention effects in single-case experiments that include replications across participants (e.g., multiple baseline designs) or for combining results across multiple single-case studies. Researchers estimating these multilevel models have primarily relied on restricted maximum…
Descriptors: Bayesian Statistics, Intervention, Case Studies, Monte Carlo Methods
Davenport, Jodi L.; Kao, Yvonne S.; Matlen, Bryan J.; Schneider, Steven A. – Journal of Experimental Education, 2020
How can research findings from cognitive and learning sciences be meaningfully applied in authentic settings to improve student learning outcomes in mathematics? Decades of basic research on how people learn has implications for the design of curriculum, instruction, and assessment. However, bringing research to practice involves simultaneously…
Descriptors: Middle School Students, Mathematics Curriculum, Mathematics Instruction, Curriculum Evaluation
Arens, A. Katrin; Helm, Friederike; Wolff, Fabian; Möller, Jens – Journal of Experimental Education, 2020
This study extended the internal/external reference model to multiple languages including students' language of instruction, first foreign language, and second foreign language. We examined whether social and dimensional comparisons play similar roles in the formation of students' self-concept related to different languages and whether dimensional…
Descriptors: Self Concept, German, Native Language, Second Language Learning