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Predictors Of Reading Comprehension Among Children: : Correlations And Various Multiple Regression Techniques

Penned By Widad Akreyi
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Predictors Of Reading Comprehension Among Children: : Correlations And Various Multiple Regression Techniques

Penned By Widad Akreyi
4.85 36,713 Ratings
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Editor's Note:
Multiple regression, which is a data analytic technique used to predict a continuous criterion variable based on several predictor variables, is widely used in educational research and acknowledged as a reliable statistical method that provides estimates of the magnitude and statistical significance of the relationships between variables with acceptable levels of accuracy. This paper is aimed to identify predictors of reading comprehension among children. The database used provides the results of a survey of 332 children on their reading and visual perceptions. It contains several independent variables, such as phoneme awareness, visual perception, morpheme awareness, gender and learning style (visual, auditory, or kinesthetic).In Chapter I, descriptive statistics are reported, and the multiple correlation coefficients and their p-values are computed to investigate the relationships between key variables. Chapter II presents the results of three multivariate analyses, namely forced entry, stepwise, and hierarchical multiple regression methods, used to identify whether there is an association between the dependent variable, reading comprehension, and the independent variables under study. It further presents how to dummy code a categorical variable into a set of dichotomous variables that can be entered into the regression model. The ratio of sample size to independent variables is reviewed, as are the assumptions underlying the various regression techniques. Chapter III synthesizes and discusses the findings, whereas Chapter IV concludes the paper.Most noticeably, all three regression methods suggested that phoneme awareness and visual perception are statistically significant predictors of reading comprehension, with phoneme awareness having the strongest association with reading comprehension in the expected positive direction. Thus, cognitive processes, such as visual perception, as well as reading-related linguistic skills, such as phoneme awareness, are likely to influence children’s reading performance.

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Length 46 Pages
Language Eng
Imprint GRIN Verlag
Released January 28, 2014
Identifier (ISBN) 20707344
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Widad Akreyi
The Mind Behind the Work
Widad Akreyi

After spending years working in the corporate world, Widad Akreyi finally decided to pursue a lifelong passion for writing. They currently reside in a quiet suburb where they spend most of their time outlining new stories, reading extensively, and occasionally attempting to bake.

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"I thoroughly enjoyed the elegance of it. It held my rapt attention, even when certain twists were telegraphed. A very distinguished novel."
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"A profoundly satisfying read. I became deeply invested in the protagonist's journey. A masterclass in storytelling. Worth every moment spent reading."
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"Such a rich narrative. The author orchestrated a breathtaking finale. Truly a work of art. A true literary gem."
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"Honestly one of the most premium reading experiences lately. I became deeply invested in the protagonist's journey. A masterclass in storytelling. I will undoubtedly revisit this masterpiece."
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Cynthia Anderson
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Donald Ramirez
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"Excellent, though slightly flawed. Beautiful writing, though I craved slightly more depth in the lore. Still, undeniably engaging. Quite impressive overall."
Christopher Taylor
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"Exceeded all my expectations. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. I am now a lifelong fan of this author."
Jacob  Parker
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"A decent, if standard, experience. It possessed moments of brilliance, but the narrative felt slightly disjointed ultimately. A fair 3 stars."
Michael Harris
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"Masterpiece from start to finish. The author orchestrated a breathtaking finale. Truly a work of art. I will undoubtedly revisit this masterpiece."
Nicholas Jones
Nicholas Jones October 08, 2024
"I was completely blown away. The author orchestrated a breathtaking finale. Truly a work of art. Worth every moment spent reading."
Thomas Gomez
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"Masterpiece from start to finish. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. A true literary gem."
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"I thoroughly enjoyed the elegance of it. Beautiful writing, though I craved slightly more depth in the lore. Still, undeniably engaging. A solid 4 stars from me."
Thomas Rodriguez
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"I thoroughly enjoyed the elegance of it. It held my rapt attention, even when certain twists were telegraphed. Quite impressive overall."
Elizabeth White
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"Masterpiece from start to finish. I adored how the story unfolded. It kept me captivated without sacrificing elegance. A true literary gem."
Stephanie Williams
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"A profoundly satisfying read. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. Worth every moment spent reading."
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"Honestly one of the most premium reading experiences lately. The author orchestrated a breathtaking finale. Truly a work of art. I will undoubtedly revisit this masterpiece."
Elizabeth Turner
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"Such a rich narrative. The prose is exquisite. It’s accessible yet undeniably sophisticated. I am now a lifelong fan of this author."
Barbara Robinson
Barbara Robinson March 05, 2024
"Masterpiece from start to finish. The prose is exquisite. It’s accessible yet undeniably sophisticated. I am now a lifelong fan of this author."
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"Such a rich narrative. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. I will undoubtedly revisit this masterpiece."
Sarah Garcia
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Kimberly Parker February 02, 2025
"Masterpiece from start to finish. The prose is exquisite. It’s accessible yet undeniably sophisticated. I will undoubtedly revisit this masterpiece."
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James Rivera
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"Absolutely brilliant. I adored how the story unfolded. It kept me captivated without sacrificing elegance. An absolute must-read for connoisseurs of the genre."
Christopher Edwards
Christopher Edwards November 05, 2024
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