American Journal of Educational Research
ISSN (Print): 2327-6126 ISSN (Online): 2327-6150 Website: https://www.sciepub.com/journal/education Editor-in-chief: Ratko Pavlović
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American Journal of Educational Research. 2017, 5(8), 858-862
DOI: 10.12691/education-5-8-4
Open AccessArticle

Using Binary Logistic Regression to Predict Long-Term Effects of Early-Age Home Literacy Environment on Reading Motivation

Taoufik Boulhrir1,

1Department of English Studies, Discourse, Creativity, and Society, USMBA, Saiss-Fes, Morocco

Pub. Date: August 09, 2017

Cite this paper:
Taoufik Boulhrir. Using Binary Logistic Regression to Predict Long-Term Effects of Early-Age Home Literacy Environment on Reading Motivation. American Journal of Educational Research. 2017; 5(8):858-862. doi: 10.12691/education-5-8-4

Abstract

Home literacy environment has ubiquitously been investigated against its impact on academic achievement and reading motivation. This study is an investigation of the long-lasting effects of home literacy environment on Moroccan students’ reading motivation. 178 students aged 14-24 were surveyed online to elicit their early-age home literacy experiences and to test them against the odds of their reading motivation. Using data gathered on such environments and experiences, a binary logistic regression inferential test was conducted to test if students who grow up in literacy-rich home environments are more likely to be motivated readers, and vice versa. The purpose of using this test in particular is to find out whether reading motivation can be predicted based on home literacy environment data. The accuracy of prediction of this test can be indicative of its potential to detect and diagnose reading motivation at various academic levels. As far as findings of this study are concerned the BLR test affirms that the odds of reading motivation being tied to HLE factors are significantly high. Using BLR to predict, diagnose, and intervene may help educators, parents, and curricula developers in considering HLE and early-age literacy experiences in policy making and curricula designs.

Keywords:
reading motivation home literacy environment binary logistic regression

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References:

[1]  Hess, R. D., Holloway , S., Price, G. G., & Dickson, P. W. (1980). Family Environments and the Acquisition of Reading Skills. New York: Plenum.
 
[2]  Monroe, B. J. (2004). Crossing the Digital Age: Race, Writing, and Technology in the Classroom. New York: Teachers College Press.
 
[3]  Delgado-Gaitan, C. (1990). Literacy for Empowerment: The Role of Parents in Children's Education. London: Falmer Press.
 
[4]  Taylor, D., & Dorsey- Gaines, C. (1988). Growing up Literate: Learning from Inner-city Families. Portsmouth, NJ: Heinemann.
 
[5]  Garcia , G. E., & Pearson, D. P. (1990). Modifying Reading Instructionto Maximize its Effectiveness for all Students. Champaign: Center for the Study of Reading.
 
[6]  Cairney, T. H. (2003, July 30). Literacy within Family Life. Retrieved May 1, 2014, from http://trevorcairney.com/: http://trevorcairney.com/wp-content/uploads/2012/11/Hall-08.pdf.
 
[7]  Wigfield, A., & Asher , S. A. (1983, Novermber 3). Social and Motivational Influence on Reading . Retrieved May 6, 2014, from www.ideals.illinois.edu.
 
[8]  Teale, W. H., & Sulzby, E. (1986). Emergent Literacy as a Perspective for Examining How Young Children Become Writers and Readers. Norwood, NJ: Ablex.
 
[9]  Cheng, S.-T. (2003). Home Literacy Practices: The Emergent Literacy Experience of Five Chinese Children in America. Loyola Univeristy Chicago . Chicago, Illinois: UMI.
 
[10]  Britto, P. R. (2001, December ). Family Literacy Environments and Young Children’s Emerging. Retrieved May 2, 2014, from http://www.proquest.com/.
 
[11]  Burgess, S. R., Hecht, S. A., & Lonigan, C. J. (2002, October). Relations of the Home Literacy Environment (HLE) to the Development of Reading-Related Abilities: A One-Year Longitudinal Study. Retrieved May 25, 2014, from https://www.jstor.org.
 
[12]  Sege, E. (2013, April 4). Early Experience Shapes Later Literacy. Retrieved May 5, 2014, from https://eyeonearlyeducation.com.
 
[13]  Cabrera, A. F. (1994). Logistic Regression Analysis in Higher Education: An Applied Perspective. In J. C. Smart , Higher Education: Handbook of Theory and Research (pp. 225-256). New York: Agathon Press. Retrieved from http://www.education.umd.edu/.
 
[14]  Durkin, D. (1966). Children who Read Early. New York: Teacher’s College Press.
 
[15]  Hosmer, D. W., & Lemeshow, S. (2000). Applied Logistic Regression . New York : John-Wiley & Sons, Inc.
 
[16]  Loasa, L. M. (1978, December ). Maternal Teaching Strategies in Chicano Families of Varied Educational and Socioeconomic Levels. Retrieved January 14, 2013, from www.jstor.org.
 
[17]  Boulhrir, T. (2014). Raising Achievement for All Students (RAFA): Differentiation. Presentation, Center for British Teachers: ADEC Tamkeen Program, Abu Dhabi, UAE.