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Estimation of Treatment Effects with Multilevel Observational Data Using Deep Neural Networks, Logistic Regression, and Multilevel Modeling: A Propensity Score Approach
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Neba Afanwi Nfonsang – ProQuest LLC, 2022
This study used a propensity score approach to estimate treatment effects in a multilevel setting. The propensity score approach involves the estimation of propensity scores for covariate balancing and the estimation of treatment effects. This study aimed at understanding how propensity scores estimated through a simple logistic regression compare…
Descriptors: Hierarchical Linear Modeling, Scores, High School Students, Grade 10
Does Recreational Computer Use Affect High School Achievement?
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Bowers, Alex J.; Berland, Matthew – Educational Technology Research and Development, 2013
Historically, the relationship between student academic achievement and use of computers for fun and video gaming has been described from a multitude of perspectives, from positive, to negative, to neutral. However, recent research has indicated that computer use and video gaming may be positively associated with achievement, yet these studies…
Descriptors: Academic Achievement, Mathematics Achievement, High School Students, Grade 10
A Longitudinal Study of a State-Wide Reading Assessment: The Importance of Early Achievement and Socio-Demographic Factors
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Singh, Malkeet – Educational Research and Evaluation, 2013
Eliminating inequity in public education is a central goal of the No Child left Behind (NCLB) act. Controlling for 3rd-grade performance, the impact of English language learner (ELL) status, socioeconomic status (SES), and special education (SPED) status on a cohort's reading performance was investigated from elementary to high school through a…
Descriptors: Reading Tests, Educational Assessment, Measurement, Longitudinal Studies
Effectiveness of McGraw Hill's "Jamestown Reading Navigator" in Grades 9-10: A Study of Intensive Reading Classes in Miami-Dade High Schools
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Lazarev, Valeriy; Atienza, Sara; Lai, Garrett; Ma, Boya; Sterling, Laurel – Empirical Education Inc., 2010
A quasi-experimental study designed to provide evidence of the effectiveness of the "Jamestown Reading Navigator" ("JRN") program for students in grades 9-10 was conducted in the Miami Dade Public School District (MDCSD). "Jamestown Reading Navigator" is a reading intervention program developed by McGraw-Hill…
Descriptors: Academic Achievement, Reading Achievement, Program Effectiveness, Intervention