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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 21,947 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

Widad Akreyi writes contemporary fiction and has always been fascinated by character-driven stories. They hold a degree in English Literature and previously worked as an editor before transitioning to writing their own books. Widad Akreyi lives with their spouse and a very vocal rescue cat.

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Ryan Carter
Ryan Carter November 09, 2024
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"I thoroughly enjoyed the elegance of it. A brilliant concept executed with flair. Just a few pacing choices I would change. A wonderful companion for a quiet weekend."
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Susan Anderson
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"A decent, if standard, experience. Certain acts were fascinating, while others felt like a slight endeavor to complete. Suitable if your reading queue is empty."
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"An acceptable diversion. The tempo was somewhat languid, and I found my mind wandering. Not poor, simply average. Unlikely to reread, but a reasonable expenditure of time."
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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. A true literary gem."
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"A highly sophisticated read. It held my rapt attention, even when certain twists were telegraphed. A solid 4 stars from me."
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"Exceeded all my expectations. The prose is exquisite. It’s accessible yet undeniably sophisticated. A true literary gem."
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"I was completely blown away. I became deeply invested in the protagonist's journey. A masterclass in storytelling. Worth every moment spent reading."
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"Exceeded all my expectations. I adored how the story unfolded. It kept me captivated without sacrificing elegance. Worth every moment spent reading."
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"Such a rich narrative. The prose is exquisite. It’s accessible yet undeniably sophisticated. A true literary gem."
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Lisa Parker April 04, 2025
"It was adequate. The tempo was somewhat languid, and I found my mind wandering. Not poor, simply average. Perhaps more aligned with a different audience's tastes."
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Betty Hall November 23, 2025
"A profoundly satisfying read. I became deeply invested in the protagonist's journey. A masterclass in storytelling. I will undoubtedly revisit this masterpiece."
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"I was completely blown away. The author orchestrated a breathtaking finale. Truly a work of art. I am now a lifelong fan of this author."
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"A very strong entry. A brilliant concept executed with flair. Just a few pacing choices I would change. 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. Worth every moment spent reading."
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"Such a rich narrative. I became deeply invested in the protagonist's journey. A masterclass in storytelling. An effortless 5 stars."
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"I was completely blown away. 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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"Such a rich narrative. 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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"Honestly one of the most premium reading experiences lately. I became deeply invested in the protagonist's journey. A masterclass in storytelling. Worth every moment spent reading."
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"Honestly one of the most premium reading experiences lately. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. An effortless 5 stars."
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Daniel Lee November 30, 2025
"Honestly one of the most premium reading experiences lately. The author orchestrated a breathtaking finale. Truly a work of art. Worth every moment spent reading."
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Karen Rivera
Karen Rivera September 04, 2024
"Such a rich narrative. I became deeply invested in the protagonist's journey. A masterclass in storytelling. Worth every moment spent reading."
Gary Flores
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"I was completely blown away. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. A true literary gem."
Mark Thompson
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"Such a rich narrative. I became deeply invested in the protagonist's journey. A masterclass in storytelling. Worth every moment spent reading."
Rebecca Johnson
Rebecca Johnson November 24, 2025
"A decent, if standard, experience. Certain acts were fascinating, while others felt like a slight endeavor to complete. Unlikely to reread, but a reasonable expenditure of time."
William Diaz
William Diaz February 17, 2025
"Masterpiece from start to finish. I became deeply invested in the protagonist's journey. A masterclass in storytelling. I will undoubtedly revisit this masterpiece."
Patricia Ramirez
Patricia Ramirez September 09, 2024
"I thoroughly enjoyed the elegance of it. A brilliant concept executed with flair. Just a few pacing choices I would change. A very distinguished novel."
Eric Anderson
Eric Anderson April 30, 2025
"Excellent, though slightly flawed. A brilliant concept executed with flair. Just a few pacing choices I would change. A wonderful companion for a quiet weekend."
Brian Edwards
Brian Edwards June 05, 2025
"Such a rich narrative. I became deeply invested in the protagonist's journey. A masterclass in storytelling. Worth every moment spent reading."
Karen Martin
Karen Martin March 22, 2025
"A profoundly satisfying read. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. Worth every moment spent reading."
Jacob Perez
Jacob Perez December 16, 2024
"Masterpiece from start to finish. I became deeply invested in the protagonist's journey. A masterclass in storytelling. A true literary gem."
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"A highly sophisticated read. Beautiful writing, though I craved slightly more depth in the lore. Still, undeniably engaging. A solid 4 stars from me."
Laura Jones
Laura Jones August 18, 2025
"Exceeded all my expectations. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. Worth every moment spent reading."
Donald Nelson
Donald Nelson May 06, 2025
"A profoundly satisfying read. The author orchestrated a breathtaking finale. Truly a work of art. An absolute must-read for connoisseurs of the genre."
Andrew Ramirez
Andrew Ramirez August 17, 2025
"A profoundly satisfying read. The author orchestrated a breathtaking finale. Truly a work of art. A true literary gem."
Jessica Hill
Jessica Hill January 09, 2025
"I thoroughly enjoyed the elegance of it. Beautiful writing, though I craved slightly more depth in the lore. Still, undeniably engaging. A wonderful companion for a quiet weekend."
Sharon Jones
Sharon Jones September 11, 2025
"I was completely blown away. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. I will undoubtedly revisit this masterpiece."
Betty Martin
Betty Martin August 06, 2024
"I was completely blown away. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. Worth every moment spent reading."
Paul Baker
Paul Baker January 29, 2024
"A profoundly satisfying read. The prose is exquisite. It’s accessible yet undeniably sophisticated. An effortless 5 stars."
Eric Rodriguez
Eric Rodriguez September 27, 2025
"A highly sophisticated read. It held my rapt attention, even when certain twists were telegraphed. A wonderful companion for a quiet weekend."
Jessica  Parker
Jessica Parker March 02, 2024
"An acceptable diversion. The tempo was somewhat languid, and I found my mind wandering. Not poor, simply average. A fair 3 stars."
Amanda Jones
Amanda Jones August 07, 2025
"Took a moment to build, but the payoff was spectacular. The protagonist was compelling, though some subplots felt slightly overshadowed. Quite impressive overall."
Cynthia Edwards
Cynthia Edwards October 11, 2024
"A highly sophisticated read. The protagonist was compelling, though some subplots felt slightly overshadowed. A wonderful companion for a quiet weekend."
Gary Williams
Gary Williams November 05, 2024
"Exceeded all my expectations. The prose is exquisite. It’s accessible yet undeniably sophisticated. An absolute must-read for connoisseurs of the genre."
Nancy Hill
Nancy Hill June 27, 2024
"A highly sophisticated read. The protagonist was compelling, though some subplots felt slightly overshadowed. I would highly recommend this to discerning readers."
Susan Perez
Susan Perez January 04, 2024
"Such a rich narrative. The author orchestrated a breathtaking finale. Truly a work of art. An absolute must-read for connoisseurs of the genre."
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Carol Green
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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."
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