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Showing 1 to 6 of 6 for “"Hierarchical generalized linear modeling"”.
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The Effects of Curriculum and Social Capital on Post-Secondary Educational Attainment Among Public High School Students: A Multi-Level Analysis
… likelihood of college attendance. Using Hierarchical Generalized Linear Modeling with the ELS (2002), student and school level factors were examined on the likelihood of postsecondary educational attainment among public high school students. At the student level, girls, students with …
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A Multilevel Analysis to Examine Interdisciplinary Research Experience Among Doctoral Graduates and Its Effect on Career Outcomes
… in the 2021 Survey of Earned Doctorates. Hierarchical Generalized Linear Modeling was used because it measures the effects of both student characteristics and institutional factors. The findings from this analysis suggest student demographics are an important predictor, but the …
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Understanding the High School Dropout Process Through Student Engagement and School Processes: Evidence from the Educational Longitudinal Study of 2002
… engagement on dropping out of high school. Hierarchical generalized linear modeling (HGLM) indicated that emotional engagement was a statistically significant predictor of dropping out of school, whereas, behavioral and cognitive engagement were not significant predictors. An analysis of the …
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College-Going Behaviors: Are there School Effects for the Rural Student?
… the HSLS:09 survey. The data was analyzed using Hierarchical Generalized Linear Modeling. This study found that the odds of attending college decreased 18.7% for rural students. There was also a 4.8% decrease in the odds of college enrollment by students from majority White high schools. School's …
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Curriculum Track And Its Influences On Predicting High School Dropout Likelihood
… differences. Analysis was conducted via Hierarchical Generalized Linear Modeling (HGLM) due to the nested data structure of Education Longitudinal Study of 2002 (ELS). Variables included were academic background, academic and career aspiration, school-sponsored activity participation, …
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Multilevel modeling of item position Effects
… in a variety of findings. This study presents a hierarchical generalized linear model, a type of multilevel model, for estimating item position effects. Previous approaches to estimating and modeling position effects are described within a multilevel framework, and an extension of these …