Abstract
This longitudinal study investigated profiles of lexical quality domains in preschool children and the extent to which profile membership predicted reading comprehension in first grade. A latent profile analysis was conducted to classify 420 preschool children on lexical quality domains, including orthography, phonology, morphosyntax, and vocabulary. Regression analysis was used to determine whether profile membership was associated with first grade outcomes across reading comprehension and its components (i.e., listening comprehension and word recognition). Results revealed five profiles of lexical quality which were predictive of all three outcomes in first grade. Children in low lexical quality profiles performed more poorly on the outcome measures than children in the higher lexical quality profiles. Additionally, profile membership did differentially predict later reading outcomes. These results suggest that lexical quality profiles are associated with reading and therefore may offer a means of early identification of children who are susceptible to future reading difficulties.
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Notes
Given this high correlation, we tested a two-factor confirmatory factor analysis with reading (all measures) and listening comprehension. Model fit was worse than for the three-factor model; thus we retained the three factors.
References
Apel, K., Wilson-Fowler, E. B., Brimo, D., & Perrin, N. A. (2012). Metalinguistic contributions to reading and spelling in second and third grade students. Reading and Writing: An Interdisciplinary Journal, 25(6), 1283–1305. doi:10.1007/s11145-011-9317-8.
Bishop, D. V. M. (2003). Test for reception of grammar (2nd ed.). Minneapolis, MN: Pearson.
Catts, H. W., Adlof, S. M., & Ellis Weismer, S. (2006). Language deficits in poor comprehenders: A case for the simple view of reading. Journal of Speech, Language, and Hearing Research, 49(2), 278–293. doi:10.1044/1092-4388(2006/023).
Catts, H. W., Nielsen, D. C., Bridges, M. S., & Liu, Y.-S. (2014). Early identification of reading comprehension difficulties. Journal of Learning Disabilities,. doi:10.1177/0022219414556121.
Celeux, G., & Soromenho, G. (1996). An entropy criterion for assessing the number of clusters in a mixture model. Journal of Classification, 13(2), 195–212. doi:10.1007/BF01246098.
Dunn, L. M., & Dunn, D. M. (2007). Peabody picture vocabulary test (4th ed.). Minneapolis, MN: Pearson.
Florit, E., Roch, M., & Levorato, M. C. (2014). Listening text comprehension in preschoolers: A longitudinal study on the role of semantic components. Reading and Writing: An Interdisciplinary Journal, 27(5), 793–817. doi:10.1007/s11145-013-9464-1.
Francis, D. J., Shaywitz, S. E., Stuebing, K. K., Shaywitz, B. A., & Fletcher, J. M. (1996). Developmental lag versus deficit models of reading disability: A longitudinal, individual growth curves analysis. Journal of Educational Psychology, 88(1), 3–17. doi:10.1037/0022-0663.88.1.3.
Gillam, R. B., & Pearson, N. A. (2004). Test of narrative language. Austin, TX: Pro-Ed.
Hoover, W. A., & Gough, P. B. (1990). The simple view of reading. Reading and Writing: An Interdisciplinary Journal, 2(2), 127–160. doi:10.1007/BF00401799.
Juel, C. (1988). Learning to read and write. Journal of Educational Psychology, 80(4), 437–447. doi:10.1037//0022-0663.80.4.437.
Kaufman, A. S., & Kaufman, N. L. (1997). Kaufman brief intelligence test (2nd ed.). Minneapolis, MN: Pearson.
Keenan, J. M., Betjemann, R. S., & Olson, R. K. (2008). Reading comprehension tests vary in the skills they assess: Differential dependence on decoding and oral comprehension. Scientific Studies of Reading, 12(3), 281–300. doi:10.1080/10888430802132279.
Kendeou, P., van den Broek, P., White, M. J., & Lynch, J. S. (2009). Predicting reading comprehension in early elementary school. Journal of Educational Psychology, 101(4), 765–778. doi:10.1037/a0015956.
Kim, Y.-S. (2014). Language and cognitive predictors of text comprehension: Evidence from multivariate analysis. Child Development, 86(1), 128–144. doi:10.1111/cdev.12293.
Kim, Y.-S., Apel, K., & Al Otaiba, S. (2013). The relation of linguistic awareness and vocabulary to word reading and spelling for first-grade students participating in response to intervention. Language, Speech, and Hearing Services in Schools, 44(4), 337–347. doi:10.1044/0161-1461(2013/12-0013).
Language and Reading Research Consortium (2015). Learning to read: Should we keep things simple? Reading Research Quarterly, 50(2), 151–169. doi:10.1002/rrq.99.
Language and Reading Research Consortium, Farquharson, K., & Murphy, K. A. (2016). Ten steps to conducting a large, multi-site, longitudinal investigation of language and reading in young children. Frontiers in Psychology, 7. doi:10.3389/fpsyg.2016.00419.
Lawson, M. A., & Masyn, K. E. (2015). Analyzing profiles and predictors of students’ social-ecological engagement. AERA Open,. doi:10.1177/2332858415615856.
Leslie, L., & Caldwell, J. (2010). Qualitative reading inventory (5th ed.). Boston, MA: Pearson.
Logan, R. J. A., & Pentimonti, M. J. (2016). Introduction to latent class analysis for reading fluency research. In D. K. Cummings & Y. Petscher (Eds.), The fluency construct: Curriculum-based measurement concepts and applications (pp. 309–332). New York, NY: Springer.
Lonigan, C. J., Wagner, R. K., Torgesen, J. K., & Rashotte, C. A. (2007). Test of preschool early literacy. Austin, TX: Pro-Ed.
MacGinitie, W. H., MacGinitie, R. K., Maria, K., & Dreyer, L. G. (2000). Gates-MacGinitie reading tests (4th ed.). Itasca, IL: Riverside Publishing.
Muter, V., Hulme, C., Snowling, M. J., & Stevenson, J. (2004). Phonemes, rimes, vocabulary, and grammatical skills as foundations of early reading development: Evidence from a longitudinal study. Developmental Psychology, 40(5), 665–681. doi:10.1037/0012-1649.40.5.665.
Muthén, L. K., & Muthén, B. O. (2012). MPlus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.
Nation, K., Cocksey, J., Taylor, J. S. H., & Bishop, D. V. M. (2010). A longitudinal investigation of early reading and language skills in children with poor reading comprehension. Journal of Child Psychology and Psychiatry, 51(9), 1031–1039. doi:10.1111/j.1469-7610.2010.02254.x.
Nation, K., & Snowling, M. J. (2004). Beyond phonological skills: Broader language skills contribute to the development of reading. Journal of Research in Reading, 27(4), 342–356. doi:10.1111/j.1467-9817.2004.00238.x.
National Early Literacy Panel. (2008). Developing early literacy: Report of the national early literacy panel. Washington, DC: National Institute for Literacy.
Nylund, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling: A Multidisciplinary Journal, 14(4), 535–569. doi:10.1080/10705510701575396.
Perfetti, C. A. (2007). Reading ability: Lexical quality to comprehension. Scientific Studies of Reading, 11(4), 357–383. doi:10.1080/10888430701530730.
Perfetti, C. A., & Hart, L. (2002). The lexical quality hypothesis. Precursors of functional literacy, 11, 67–86.
Rice, M. L., & Wexler, K. (2001). Rice/wexler test of early grammatical impairment. San Antonia, TX: The Psychological Corporation.
Richter, T., Isberner, M.-B., Naumann, J., & Neeb, Y. (2013). Lexical quality and reading comprehension in primary school children. Scientific Studies of Reading, 17(6), 415–434. doi:10.1080/10888438.2013.764879.
Semel, E., Wiig, E. H., & Secord, W. A. (2003). Clinical evaluation of language fundamentals (4th ed.). Bloomington, MN: Pearson.
Snowling, M. J., Gallagher, A., & Frith, U. (2003). Family risk of dyslexia is continuous: Individual differences in the precursors of reading skill. Child Development, 74(2), 358–373. doi:10.2307/3696318.
Stothard, S. E., Snowling, M. J., Bishop, D. V. M., Chipchase, B. B., & Kaplan, C. A. (1998). Language-impaired preschoolers: A follow-up into adolescence. Journal of Speech, Language, and Hearing Research, 41(2), 407–418. doi:10.1044/jslhr.4102.407.
Tambyraja, S. R., Schmitt, M. B., Farquharson, K., & Justice, L. M. (2015). Stability of language and literacy profiles of children with language impairment in the public schools. Journal of Speech, Language, and Hearing Research, 58(4), 1167–1181. doi:10.1044/2015_JSLHR-L-14-0197.
Torgesen, J. K., Wagner, R. K., & Rashotte, C. A. (2012). Test of word reading efficiency (2nd ed.). Austin, TX: Pro-Ed.
Verhoeven, L., & van Leeuwe, J. (2008). Prediction of the development of reading comprehension: A longitudinal study. Applied Cognitive Psychology, 22(3), 407–423. doi:10.1002/acp.1414.
Verhoeven, L., van Leeuwe, J., Irausquin, R., & Segers, E. (2016). The unique role of lexical accessibility in predicting kindergarten emergent literacy. Reading and Writing, 29(4), 591–608. doi:10.1007/s11145-015-9614-8.
Vermunt, J. K. (2010). Latent class modeling with covariates: Two improved +three-step approaches. Political Analysis, 18(4), 450–469. doi:10.1093/pan/mpq025.
Wiig, E. H., Secord, W., & Semel, E. M. (2004). Clinical evaluation of language fundamentals: Preschool (2nd ed.). San Antonio, TX: Psychological Corporation.
Williams, K. T. (2007). Expressive vocabulary test (2nd ed.). Bloomington, MN: Pearson.
Woodcock, R. W. (1998). Woodcock reading mastery tests-revised: Normative update. Circle Pines, MN: American Guidance Service/Pearson Assessments.
Acknowledgments
We are deeply grateful to the numerous staff, research associates, school administrators, teachers, children, and families who participated. Key personnel at study sites include: Lisa Baldwin-Skinner, Lauren Barnes, Garey Berry, Beau Bevens, Jennifer Bostic, Shara Brinkley, Janet Capps, Beth Chandler, Lori Chleborad, Willa Cree, Dawn Davis, Jaclyn Dynia, Michel Eltschinger, Kelly Farquharson, Tamarine Foreman, Rashaun Geter, Sara Gilliam, Cindy Honnens, Miki Herman, Jaime Kubik, Trudy Kuo, Gustavo Lujan, Junko Maekawa, Carol Mesa, Denise Meyer, Maria Moratto, Kimberly Murphy, Marcie Mutters, Amy Pratt, Trevor Rey, Amber Sherman, Shannon Tierney, Stephanie Williams, and Gloria Yeomans-Maldonado.
Funding
This work was supported by grant # R305F100002 of the Institute of Education Sciences’ Reading for Understanding Initiative.
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The authors declare that they have no conflict of interest.
Ethical approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
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Informed consent was obtained from all individual participants included in the study.
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Please see the “Appendix” section for LARRC project sites and investigator details.
Appendix
Appendix
This paper was prepared by a Task Force of the Language and Reading Research Consortium (LARRC) consisting of Kimberly A. Murphy (Convener), Kate Cain, Hugh Catts, Laura Justice, Richard Lomax, and Jill Pentimonti, along with Kelly Farquharson. LARRC project sites and investigators are as follows:
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Ohio State University (Columbus, OH): Laura M. Justice (Site PI), Richard Lomax, Ann O’Connell, Jill Pentimonti1, Stephen A. Petrill2, Shayne B. Piasta
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Arizona State University (Tempe, AZ): Shelley Gray (Site PI), Maria Adelaida Restrepo.
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Lancaster University (Lancaster, UK): Kate Cain (Site PI).
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University of Kansas (Lawrence, KS): Hugh Catts3 (Site PI), Mindy Bridges, Diane Nielsen.
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University of Nebraska-Lincoln (Lincoln, NE): Tiffany Hogan4 (Site PI), Jim Bovaird, J. Ron Nelson.5
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1.
Jill Pentimonti is now at American Institutes for Research.
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Stephen A. Petrill was a LARRC co-investigator from 2010-2013.
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Hugh Catts is now at Florida State University.
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Tiffany Hogan is now at MGH Institute of Health Professions.
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5.
J. Ron Nelson was a LARRC co-investigator from 2010-2012.
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Murphy, K.A., Language and Reading Research Consortium (LARRC). & Farquharson, K. Investigating profiles of lexical quality in preschool and their contribution to first grade reading. Read Writ 29, 1745–1770 (2016). https://doi.org/10.1007/s11145-016-9651-y
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DOI: https://doi.org/10.1007/s11145-016-9651-y