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

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

4.85 63,143 ratings · 5,180 reviews
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Overview: 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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Topics & Genres

Pages 46
Language Eng
Publisher GRIN Verlag
Published January 28, 2014
ISBN 20707344
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Widad Akreyi
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Widad Akreyi
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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 was completely blown away. I became deeply invested in the protagonist's journey. A masterclass in storytelling. An absolute must-read for connoisseurs of the genre.
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Masterpiece from start to finish. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. I will undoubtedly revisit this masterpiece.
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Honestly one of the most premium reading experiences lately. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. I am now a lifelong fan of this author.
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Masterpiece from start to finish. I became deeply invested in the protagonist's journey. A masterclass in storytelling. I am now a lifelong fan of this author.
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I was completely blown away. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. A true literary gem.
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A profoundly satisfying read. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. An absolute must-read for connoisseurs of the genre.
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I was completely blown away. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. I am now a lifelong fan of this author.
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Such a rich narrative. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. I will undoubtedly revisit this masterpiece.
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Absolutely brilliant. I became deeply invested in the protagonist's journey. A masterclass in storytelling. An absolute must-read for connoisseurs of the genre.
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I was completely blown away. I adored how the story unfolded. It kept me captivated without sacrificing elegance. A true literary gem.
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Exceeded all my expectations. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. An absolute must-read for connoisseurs of the genre.
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I thoroughly enjoyed the elegance of it. The middle had a deliberate pace, but the climax was phenomenal. A wonderful companion for a quiet weekend.
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A profoundly satisfying read. I adored how the story unfolded. It kept me captivated without sacrificing elegance. A true literary gem.
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A profoundly satisfying read. The prose is exquisite. It’s accessible yet undeniably sophisticated. Worth every moment spent reading.
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A profoundly satisfying read. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. A true literary gem.
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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.
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Mary  Davis
Mary Davis May 23, 2025
Took a moment to build, but the payoff was spectacular. The protagonist was compelling, though some subplots felt slightly overshadowed. A wonderful companion for a quiet weekend.
George Thompson
George Thompson December 15, 2024
Honestly one of the most premium reading experiences lately. I adored how the story unfolded. It kept me captivated without sacrificing elegance. I will undoubtedly revisit this masterpiece.
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