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Francesco Innocenti; Math J. J. M. Candel; Frans E. S. Tan; Gerard J. P. van Breukelen – Journal of Educational and Behavioral Statistics, 2024
Normative studies are needed to obtain norms for comparing individuals with the reference population on relevant clinical or educational measures. Norms can be obtained in an efficient way by regressing the test score on relevant predictors, such as age and sex. When several measures are normed with the same sample, a multivariate regression-based…
Descriptors: Sample Size, Multivariate Analysis, Error of Measurement, Regression (Statistics)
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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
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Basilakos, Alexandra; Yourganov, Grigori; den Ouden, Dirk-Bart; Fogerty, Daniel; Rorden, Chris; Feenaughty, Lynda; Fridriksson, Julius – Journal of Speech, Language, and Hearing Research, 2017
Purpose: Apraxia of speech (AOS) is a consequence of stroke that frequently co-occurs with aphasia. Its study is limited by difficulties with its perceptual evaluation and dissociation from co-occurring impairments. This study examined the classification accuracy of several acoustic measures for the differential diagnosis of AOS in a sample of…
Descriptors: Multivariate Analysis, Speech Impairments, Clinical Diagnosis, Aphasia
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Perna, Laura W.; Leigh, Elaine W. – Educational Researcher, 2018
Over the past decade, but especially in the past few years, programs with a "promise" label have been advanced at the local, state, and federal levels. To advance understanding of the design, implementation, and impact of the many different versions of emerging programs, policymakers, practitioners, and researchers need an organizing…
Descriptors: Classification, College Programs, Multivariate Analysis, Policy Analysis
Weingarten, Zachary – ProQuest LLC, 2018
The aim of this study was to explore the variation in student behavior across the ED, LD, and OHI disability categories and to examine demographic, behavioral, and academic factors that may place students at risk for negative outcomes. This study used teachers' rating of students' in-class behavior to identify latent classes of students in the ED,…
Descriptors: Student Behavior, Reading Achievement, Emotional Disturbances, Learning Disabilities
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Yalcin, Seher – International Journal of Progressive Education, 2018
In this study, it is aimed to distinguish the reading skills of students participating in PISA 2015 application into multi-level latent classes at the student and country level. Furthermore, it is aimed to examine how the clusters emerged at country-level is predicted by variables as students have the information and communication technology (ICT)…
Descriptors: Reading Achievement, Reading Skills, Classification, Information Technology
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McDermott, Elana R.; Anderson, Sara; Zaff, Jonathan F. – Applied Developmental Science, 2018
A large body of work has examined factors that push and pull youth to drop out. However, a relatively minimal amount of work has examined whether and how these factors cluster in individuals' lives preceding or concurrent to leaving school. This study used Latent Class Analysis with a national sample (N = 1,942) to examine how push, pull, and…
Descriptors: Dropouts, Individual Characteristics, Classification, Multivariate Analysis
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Wang, Kenneth T.; Tian, Lu; Fujiki, Mayo; Bordon, Jennifer J. – Journal of International Students, 2017
Perfectionism is a multidimensional personality construct salient for international students; they are known to be likely high achievers in their home country and face several acculturative challenges after crossing national borders. This study examined whether perfectionist types changed during cross-national transitions in a sample of 227…
Descriptors: Graduate Students, Foreign Students, Asians, Personality Traits
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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
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Lee, In Heok; Rojewski, Jay W.; Hill, Roger B. – International Journal for Educational and Vocational Guidance, 2013
Latent class analysis was used to examine the career preparation of 5,227 11th-grade Korean adolescents taken from the Korean Education Longitudinal Study of 2005 (KELS:2005). Three career preparedness groups were identified, to reflecting Skorikov's ("J Vocat Behav" 70:8-24, 2007) conceptualization of career preparedness: prepared,…
Descriptors: Foreign Countries, Career Readiness, Adolescents, Longitudinal Studies
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McIntosh, Kent; Mercer, Sterett H.; Nese, Rhonda N. T.; Ghemraoui, Adam – Grantee Submission, 2016
The purpose of this study was to examine the extent to which distinct patterns of fidelity of implementation emerged for 5,331 schools over a five-year course of implementing school-wide positive behavioral interventions and supports (SWPBIS). We used latent class analysis to classify schools based on their likelihood of implementing SWPBIS with…
Descriptors: Positive Behavior Supports, Intervention, Multivariate Analysis, Program Implementation
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Wren, Yvonne; Miller, Laura L.; Peters, Tim J.; Emond, Alan; Roulstone, Sue – Journal of Speech, Language, and Hearing Research, 2016
Purpose: The purpose of this study was to determine prevalence and predictors of persistent speech sound disorder (SSD) in children aged 8 years after disregarding children presenting solely with common clinical distortions (i.e., residual errors). Method: Data from the Avon Longitudinal Study of Parents and Children (Boyd et al., 2012) were used.…
Descriptors: Incidence, Predictor Variables, Speech Impairments, Children
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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
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Redlinger, Lawrence J.; Wiorkowski, John J.; Moses, Anna I. – New Directions for Institutional Research, 2012
The purpose of this chapter is to discuss the conceptual, methodological, and statistical challenges in selecting appropriate peer institutions for comparative purposes. The authors' approach embraces a Western scientific tradition that physical things and phenomena can be "reduced into a set of key variables--identifiable parts--that make key…
Descriptors: Factor Analysis, Colleges, Benchmarking, Institutional Research
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Tellings, Agnes; Coppens, Karien; Gelissen, John; Schreuder, Rob – Applied Psycholinguistics, 2013
Often, the classification of words does not go beyond "difficult" (i.e., infrequent, late-learned, nonimageable, etc.) or "easy" (i.e., frequent, early-learned, imageable, etc.) words. In the present study, we used a latent cluster analysis to divide 703 Dutch words with scores for eight word properties into seven clusters of words. Each cluster…
Descriptors: Vocabulary Development, Multivariate Analysis, Elementary School Students, Grade 2
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