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Yamaguchi, Kazuhiro – Journal of Educational and Behavioral Statistics, 2023
Understanding whether or not different types of students master various attributes can aid future learning remediation. In this study, two-level diagnostic classification models (DCMs) were developed to represent the probabilistic relationship between external latent classes and attribute mastery patterns. Furthermore, variational Bayesian (VB)…
Descriptors: Bayesian Statistics, Classification, Statistical Inference, Sampling
Stapleton, Laura M.; Kang, Yoonjeong – Sociological Methods & Research, 2018
This research empirically evaluates data sets from the National Center for Education Statistics (NCES) for design effects of ignoring the sampling design in weighted two-level analyses. Currently, researchers may ignore the sampling design beyond the levels that they model which might result in incorrect inferences regarding hypotheses due to…
Descriptors: Probability, Hierarchical Linear Modeling, Sampling, Inferences
Zhu, Pei; Jacob, Robin; Bloom, Howard; Xu, Zeyu – MDRC, 2011
This paper provides practical guidance for researchers who are designing and analyzing studies that randomize schools--which comprise three levels of clustering (students in classrooms in schools)--to measure intervention effects on student academic outcomes when information on the middle level (classrooms) is missing. This situation arises…
Descriptors: Intervention, Academic Achievement, Research Methodology, Research Design
Black, Willie James, Jr. – ProQuest LLC, 2012
The purpose of this study was to investigate the characteristics of African American males and the obstacles they experience on their path to the principalship. A secondary purpose, but very important as well, was to analyze critically the experiences of successful African American male principals to help inform the preparation of principals who…
Descriptors: African Americans, Males, Principals, Administrator Characteristics
Wong-Kam, JoAnn C. W. N. – ProQuest LLC, 2012
The focus of this study was on creating a climate for innovation in schools to lead to improvements in student achievement. Bolman and Deal's (2008) four frame model of organizational thinking was used as a framework for the study. The study examined the influence of leadership practices, structure, and school culture in the context of a K-12…
Descriptors: Educational Innovation, Academic Achievement, Models, Qualitative Research
Monreal, Jeanette – ProQuest LLC, 2013
Although implemented in 1975, the inclusion of students with special needs into the mainstream general education environment has taken a slow path. Now in an age where federal and state mandates affect the ways in which schools are run, the least restrictive environment mandate has been met with increasingly wide acceptance. In order for all…
Descriptors: Principals, Social Justice, Administrator Characteristics, Inclusion
Rios-Aguilar, Cecilia; Gonzalez Canche, Manuel S.; Moll, Luis C. – Teachers College Record, 2012
Background/Context: Arizona's most recent English Language Learner (ELL) legislation, starting in the school year 2008-2009, requires all such students be educated through a specific Structured English Immersion (SEI) model: the 4-hour English Language Development (ELD) block. The basic premise behind this particular model is that ELL students…
Descriptors: Limited English Speaking, English Language Learners, School Districts, Models