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Yongyun Shin; Stephen W. Raudenbush – Grantee Submission, 2023
We consider two-level models where a continuous response R and continuous covariates C are assumed missing at random. Inferences based on maximum likelihood or Bayes are routinely made by estimating their joint normal distribution from observed data R[subscript obs] and C[subscript obs]. However, if the model for R given C includes random…
Descriptors: Maximum Likelihood Statistics, Hierarchical Linear Modeling, Error of Measurement, Statistical Distributions
Schmitt-Wilson, Sarah; Downey, Jayne A.; Beck, Ashley E. – Journal of Research in Rural Education, 2018
Understanding patterns of educational attainment among rural youth is a critical concern for our nation as we seek to make postsecondary access and attainment more equitable across our increasingly diverse student population. The current study examines data collected in the Education Longitudinal Study of 2002 to identify contemporary patterns of…
Descriptors: Rural Education, Educational Attainment, Context Effect, Longitudinal Studies
Browne, Dillon T.; Wade, Mark; Plamondon, Andre; Leckie, George; Perlman, Michal; Madigan, Sheri; Jenkins, Jennifer M. – Developmental Psychology, 2018
The present study examined the effects of socioeconomic status (SES) and sibling differences in birth weight on sibling differences in the receipt of maternal sensitivity (i.e., differential parenting). It was hypothesized that sibling differences in birth weight would predict "absolute" differential parenting across the sibship (i.e.,…
Descriptors: Children, Context Effect, Siblings, Body Weight
Liu, Yan; Bellibas, Mehmet Sukru; Printy, Susan – Educational Management Administration & Leadership, 2018
Distributed leadership is a dynamic process and reciprocal interaction of the leader, the subordinates and the situation. This research was inspired by the theoretical framework of Spillane in order to contextualize distributed leadership and compare the variations using the Teaching and Learning International Survey 2013 data. The two-level…
Descriptors: Structural Equation Models, Context Effect, Teacher Characteristics, Participative Decision Making
Context-Linked Influences on the Achievement Outcomes of African American Female High School Seniors
Clayton, M. Annette – Children & Schools, 2017
The study discussed in this article examined the relationships between support from parents, teachers, and peers; contextual risks; and select achievement outcomes in a representative sample of African American female high school seniors enrolled in an urban school district in southeastern Virginia. Quantitative analysis revealed that some support…
Descriptors: African American Students, Females, High School Seniors, Context Effect
Tang, Steven; Gogel, Hannah; McBride, Elizabeth; Pardos, Zachary A. – International Educational Data Mining Society, 2015
Online adaptive tutoring systems are increasingly being used in classrooms as a way to provide guided learning for students. Such tutors have the potential to provide tailored feedback based on specific student needs and misunderstandings. Bayesian knowledge tracing (BKT) is used to model student knowledge when knowledge is assumed to be changing…
Descriptors: Intelligent Tutoring Systems, Difficulty Level, Bayesian Statistics, Models
Johnson, Matthew D.; Horne, Rebecca M.; Galovan, Adam M. – Developmental Psychology, 2016
Drawing from a relational developmental systems (RDS) perspective (Lerner, Agans, DeSouza, & Gasca, 2013) and data from 1,427 continuously partnered young adult and midlife mixed-sex couples over the first 5 years of the German Panel Analysis of Intimate Relationships and Family Dynamics (pairfam), this study examined the developmental course…
Descriptors: Adults, Coping, Stress Management, Marriage
Adelman, Robert Mark; Herrmann, Sarah D.; Bodford, Jessica E.; Barbour, Joseph E.; Graudejus, Oliver; Okun, Morris A.; Kwan, Virginia S. Y. – Grantee Submission, 2017
This research examined the function of future self-continuity and its potential downstream consequences for academic performance through relations with other temporal psychological factors and self-control. We also addressed the influence of cultural factors by testing whether these relations differed by college generation status. Undergraduate…
Descriptors: Cultural Influences, Undergraduate Students, Psychological Patterns, Academic Achievement
Yang, Guang; Badri, Masood; Al Rashedi, Asma; Almazroui, Karima; Qalyoubi, Rula; Nai, Peng – Compare: A Journal of Comparative and International Education, 2017
Drawing on data from a merged data set from a student survey and a parent survey that were conducted in the Emirate of Abu Dhabi in 2013, this article uses a multilevel framework to investigate the effects of individual characteristics and the classroom and school environments on high school students' school engagement in a modernising education…
Descriptors: Foreign Countries, Learner Engagement, High School Students, Classroom Environment
Almuna Salgado, Felipe – Mathematics Education Research Group of Australasia, 2016
This paper reports on a study that examines the effects of problem context on students' performance. The performance of 151 Year 10 students on six mathematical problems was compared with the performance on fifteen variants with more and less context familiarity (CF) and engagement (CE) across levels of context use (LCU). The latter explanatory…
Descriptors: Mathematics Achievement, Context Effect, Familiarity, Predictor Variables
Sun, Jingjng; Anderson, Richard C.; Perry, Michelle; Lin, Tzu-Jung – Cognition and Instruction, 2017
Social skills involved in leadership were examined in a problem-solving activity in which 252 Chinese 5th-graders worked in small groups on a spatial-reasoning puzzle. Results showed that students who engaged in peer-managed small-group discussions of stories prior to problem solving produced significantly better solutions and initiated…
Descriptors: Foreign Countries, Elementary School Students, Grade 5, Cooperative Learning
Demir, Özlem Ece; Rowe, Meredith L.; Heller, Gabriella; Goldin-Meadow, Susan; Levine, Susan C. – Developmental Psychology, 2015
This study examines the role of a particular kind of linguistic input--talk about the past and future, pretend, and explanations, that is, talk that is decontextualized--in the development of vocabulary, syntax, and narrative skill in typically developing (TD) children and children with pre- or perinatal brain injury (BI). Decontextualized talk…
Descriptors: Vocabulary Development, Syntax, Language Skills, Children
Warkentien, Michael – ProQuest LLC, 2016
The purpose of this non-experimental study was to determine whether teacher cognitive and behavioral agility relates to student achievement as measured by their value-added model (VAM) score and their performance evaluation measured through the Marzano instructional practice (IP) framework, and whether that relationship is moderated by contextual…
Descriptors: Teacher Behavior, Cognitive Ability, Correlation, Teacher Influence
Martínez Abad, Fernando; Chaparro Caso López, Alicia A. – School Effectiveness and School Improvement, 2017
In light of the emergence of statistical analysis techniques based on data mining in education sciences, and the potential they offer to detect non-trivial information in large databases, this paper presents a procedure used to detect factors linked to academic achievement in large-scale assessments. The study is based on a non-experimental,…
Descriptors: Foreign Countries, Data Collection, Statistical Analysis, Evaluation Methods
Predicting Community College Outcomes: Does High School CTE Participation Have a Significant Effect?
Dietrich, Cecile; Lichtenberger, Eric; Kamalludeen, Rosemaliza – Journal of Career and Technical Education, 2016
This study explored the relative importance of participation in high school career and technical education (CTE) programs in predicting community college outcomes. A hierarchical generalized linear model (HGLM) was used to predict community college outcome attainment among a random sample of direct community college entrants. Results show that…
Descriptors: Career Education, Technical Education, High School Students, Community Colleges

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