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Autor/inn/enTighe, Elizabeth L.; Schatschneider, Christopher
TitelA Quantile Regression Approach to Understanding the Relations among Morphological Awareness, Vocabulary, and Reading Comprehension in Adult Basic Education Students
QuelleIn: Journal of Learning Disabilities, 49 (2016) 4, S.424-436 (13 Seiten)Infoseite zur Zeitschrift
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ZusatzinformationWeitere Informationen
Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN0022-2194
DOI10.1177/0022219414556771
SchlagwörterAdult Basic Education; Adult Students; Morphology (Languages); Vocabulary; Reading Comprehension; Multiple Regression Analysis; Predictive Validity; Statistical Analysis; Factor Analysis; Florida; Expressive One Word Picture Vocabulary Test; Peabody Picture Vocabulary Test; Test of Adult Basic Education
AbstractThe purpose of this study was to investigate the joint and unique contributions of morphological awareness and vocabulary knowledge at five reading comprehension levels in adult basic education (ABE) students. We introduce the statistical technique of multiple quantile regression, which enabled us to assess the predictive utility of morphological awareness and vocabulary knowledge at multiple points (quantiles) along the continuous distribution of reading comprehension. To demonstrate the efficacy of our multiple quantile regression analysis, we compared and contrasted our results with a traditional multiple regression analytic approach. Our results indicated that morphological awareness and vocabulary knowledge accounted for a large portion of the variance (82%-95%) in reading comprehension skills across all quantiles. Morphological awareness exhibited the greatest unique predictive ability at lower levels of reading comprehension whereas vocabulary knowledge exhibited the greatest unique predictive ability at higher levels of reading comprehension. These results indicate the utility of using multiple quantile regression to assess trajectories of component skills across multiple levels of reading comprehension. The implications of our findings for ABE programs are discussed. (As Provided).
AnmerkungenSAGE Publications and Hammill Institute on Disabilities. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: http://sagepub.com
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2022/4/11
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