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Liqun Yin; Ummugul Bezirhan; Matthias von Davier – International Electronic Journal of Elementary Education, 2025
This paper introduces an approach that uses latent class analysis to identify cut scores (LCA-CS) and categorize respondents based on context scales derived from largescale assessments like PIRLS, TIMSS, and NAEP. Context scales use Likert scale items to measure latent constructs of interest and classify respondents into meaningful ordered…
Descriptors: Multivariate Analysis, Cutting Scores, Achievement Tests, Foreign Countries
Flunger, Barbara; Trautwein, Ulrich; Nagengast, Benjamin; Lüdtke, Oliver; Niggli, Alois; Schnyder, Inge – Journal of Experimental Education, 2021
The present study illustrates the utility of applying multilevel mixture models in educational research, using data on the homework behavior of 1,812 Swiss eighth-grade students in French as a second language. A previous person-centered study identified 5 homework learning types characterized by different patterns of high or low homework time and…
Descriptors: Foreign Countries, Middle School Students, Grade 8, Multivariate Analysis
Toker, Turker; Green, Kathy E. – AERA Online Paper Repository, 2017
This study provides the results of a latent class analysis (LCA) using data from the Trends in International Mathematics and Science Study -- 2011 (TIMSS-2011) with a focus on the 8th grade mathematics section. The study presents the analysis of item data with Mplus 7.31 to determine if results obtained yielded distinct latent subgroups. The data…
Descriptors: Cross Cultural Studies, Comparative Education, Achievement Tests, Elementary Secondary Education
Mindrila, Diana L. – Psychology in the Schools, 2016
To describe and facilitate the identification of child school behavior patterns, we developed a typology of child school behavior (ages 6-11 years) using the norming data (N = 2,338) for the second edition of the Behavior Assessment System for Children Teacher Rating-Child form). Latent profile analysis was conducted with the entire data set,…
Descriptors: Classification, Student Behavior, Statistical Analysis, Multivariate Analysis
Fagginger Auer, Marije F.; Hickendorff, Marian; Van Putten, Cornelis M.; Béguin, Anton A.; Heiser, Willem J. – Applied Measurement in Education, 2016
A first application of multilevel latent class analysis (MLCA) to educational large-scale assessment data is demonstrated. This statistical technique addresses several of the challenges that assessment data offers. Importantly, MLCA allows modeling of the often ignored teacher effects and of the joint influence of teacher and student variables.…
Descriptors: Educational Assessment, Multivariate Analysis, Classification, Data
van den Boer, Madelon; de Jong, Peter F. – Journal of Educational Psychology, 2015
Fluent reading is characterized by rapid and accurate identification of words. It is commonly accepted that such identification relies on the availability of orthographic knowledge. However, whether this orthographic knowledge should be seen as an accumulation of word-specific knowledge in a lexicon acquired through decoding or as a well-developed…
Descriptors: Foreign Countries, Reading Processes, Children, Reading
Mofield, Emily L.; Parker Peters, Megan – Roeper Review, 2015
Researchers explored the typology of perfectionism among 153 (46% male, 54% female; 88% White, 8% African American, 5% Asian American, 4% Hispanic, 1% Other) suburban gifted adolescents and compared perfectionism scores (using the Goals and Work Habits Survey, a modification of Frost's Multidimensional Perfectionism Scale [F-MPS]) to samples of…
Descriptors: Personality Traits, Gifted, Adolescents, Suburbs
Hovardas, Tasos – Journal of Environmental Education, 2016
The study concentrated on an area in Greece with a multiplicity of sites for outdoor education. Informal networks of teachers were detected through a snowball technique and data were collected by means of a questionnaire and semi-structured interviews. A typology was first enriched to account for teacher interaction. This typology was then…
Descriptors: Outdoor Education, Classification, Foreign Countries, Networks
King, Kathleen R.; Lembke, Erica S.; Reinke, Wendy M. – School Psychology Quarterly, 2016
Identifying classes of children on the basis of academic and behavior risk may have important implications for the allocation of intervention resources within Response to Intervention (RTI) and Multi-Tiered System of Support (MTSS) models. Latent class analysis (LCA) was conducted with a sample of 517 third grade students. Fall screening scores in…
Descriptors: Multivariate Analysis, Identification, At Risk Students, Elementary School Students
Kaosa-ard, Chanapat; Erawan, Waraporn; Damrongpanit, Suntonrapot; Suksawang, Poonpong – Educational Research and Reviews, 2015
The researcher applied latent profile analysis to study the difference of the students' mathematical process skill. These skills are problem solving skills, reasoning skills, communication and presentation skills, connection knowledge skills, and creativity skills. Samples were 2,485 seventh-grade students obtained from Multi-stage Random…
Descriptors: Foreign Countries, Mathematics Skills, Classification, Statistical Analysis
Sanagi, Tomomi – Contemporary Issues in Education Research, 2016
Teachers' misunderstanding the concept of inclusive education will not lead to good practices, rather make an exclusive environment for pupils with special educational needs in mainstream schools. This study clarified teachers' attitudes towards the image of inclusive education with conjoint analysis and cluster analysis. The participants for this…
Descriptors: Teacher Attitudes, Attitudes toward Disabilities, Inclusion, Misconceptions
Ning, Hoi Kwan; Lee, Daphnee; Lee, Wing On – Teachers and Teaching: Theory and Practice, 2016
The development of teacher professional learning communities (PLC) has attracted growing attention among practitioners, policy-makers and researchers. The aims of this study were to identify typologies of professional learning teams based on measures of professional learning engagement, and assess their linkages with teachers' value orientations.…
Descriptors: Foreign Countries, Communities of Practice, Multivariate Analysis, Values
Klein, Perry D.; Haug, Katrina N.; Arcon, Nina – Journal of Experimental Education, 2017
Argument writing is challenging for elementary students. Previous experimental research has focused on scaffolding rhetorical goals, leaving content goals relatively unexplored. In a randomized experiment, 73 students in grades 5, 6, and 7 wrote persuasive texts about difficult-to-classify vertebrates. Each student received one of three sets of…
Descriptors: Writing (Composition), Persuasive Discourse, Cues, Content Area Writing
Beach, Kristen D.; O'Connor, Rollanda E. – Journal of Learning Disabilities, 2015
We explored the usefulness of first and second grade reading measures and responsiveness criteria collected within a response-to-intervention (RtI) framework for predicting reading disability (RD) in third grade. We used existing data from 387 linguistically diverse students who had participated in a longitudinal RtI study. Model-based predictors…
Descriptors: Response to Intervention, Reading Difficulties, Predictor Variables, Criteria
Nowicki, Elizabeth A.; Brown, Jason; Stepien, Magdalena – Journal of Mixed Methods Research, 2014
Elementary school children between 9 and 12 years of age were interviewed on what they believed to be the causes of learning difficulties and were invited to take part in the analysis of the data. We achieved this with Trochim's concept mapping approach that combines qualitative and quantitative data analyses. Study results indicated that children…
Descriptors: Foreign Countries, Elementary School Students, Learning Problems, Student Attitudes