Examining the heterogeneous early literacy profiles of first-grade students who are English learners

Reading and Writing - Trang 1-23 - 2023
Isabel Vargas1, Mia C. Daucourt2, Colby Hall1, Sara A. Hart2,3, Emily J. Solari1
1School of Education and Human Development, University of Virginia, Charlottesville, USA
2Department of Psychology, Florida State University, Tallahassee, USA
3Department of Psychology, Florida Center for Reading Research, Florida State University, Tallahassee, USA

Tóm tắt

This study examined the heterogeneity of early literacy profiles of English learners and non-English learners. Utilizing a latent profile analysis, the degree to which distinct learner profiles emerged was examined using code-based and language-based measures administered in the beginning of first grade. Participants included 11,803 English learners and 34,129 non-English learners. Three early literacy profiles emerged for English learners while four profiles emerged for non-English learners. Both sets of profiles can be identified based on the severity of students’ difficulties with component skills rather than the specificity of their difficulties. Resulting profiles in both samples were then utilized to predict performance on a measure of broad reading comprehension administered at the end of first and second grade. Results indicated that the profile that was associated with the greatest success on the later measures of reading comprehension for both samples included the strongest performance on measures of both code-related and language-related skills. Results highlight the heterogeneity of early literacy skills within the English learner and non-English learner populations and demonstrate the importance of designing instruction that addresses the severity of a student’s skill deficit.

Tài liệu tham khảo

Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Three-step approaches using M plus. Structural Equation Modeling: A Multidisciplinary Journal, 21(3), 329–341. https://doi.org/10.1080/10705511.2014.915181 Bolck, A., Croon, M., & Hagenaars, J. (2004). Estimating latent structure models with categorical variables: One-step versus three-step estimators. Political Analysis, 12(1), 3–27. https://doi.org/10.1093/pan/mph001 Cabell, S. Q., Justice, L. M., Konold, T., & McGinty, A. S. (2011). Profiles of emergent literacy skills among preschool children who are at risk for academic difficulties. Early Childhood Research Quarterly, 26, 1–14. https://doi.org/10.1016/j.ecresq.2010.05.003 Cabell, S. Q., Justice, L. M., Logan, J. A. R., & Konold, T. R. (2013). Emergent literacy profiles among prekindergarten children from low-SES backgrounds: Longitudinal considerations. Early Childhood Research Quarterly, 28, 608–620. https://doi.org/10.1016/j.ecresq.2013.03.007 Cummins, J. (1979). Cognitive/academic language proficiency, linguistic interdependence, the optimum age question and some other matters. In Working Papers on Bilingualism, p. 121–129. Capin, P., Cho, E., Miciak, J., Roberts, G., & Vaughn, S. (2021). Examining the reading and cognitive profiles of students with significant reading comprehension difficulties. Learning Disability Quarterly, 44(3), 183–196. https://doi.org/10.1177/0731948721989973 Cho, E., Capin, P., Roberts, G., Roberts, G. J., & Vaughn, S. (2019). Examining sources and mechanisms of reading comprehension difficulties: Comparing english learners and non-english learners within the simple view of reading. Journal of Educational Psychology, 111(6), 982–1000. https://doi.org/10.1037/edu0000332 Dunn, L. M., & Dunn, L. M. (1997). Peabody picture vocabulary test–3rd edition (PPVT-III) [Database record]. PsycTESTS. Ford, K. L., Cabell, S. Q., Konold, T. R., Invernizzi, M., & Gartland, L. B. (2013). Diversity among Spanish-speaking english language learners: Profiles of early literacy skills in kindergarten. Reading and Writing, 26(6), 889–912. https://doi.org/10.1007/s11145-012-9397-0 Gonzalez, J., Pollard-Durodola, S., Saenz, L., Soares, D., Davis, H., Resendez, N., & Zhu, L. (2016). Spanish and english early literacy profiles of preschool Latino english language learner children. Early Education and Development, 27(4), 513–531. https://doi.org/10.1080/10409289.2015.1077038 Good, R. H., & Kaminski, R. A. (2002). DIBELS oral reading fluency passages for first through third grades. Eugene, OR: University of Oregon. Goodrich, J. M., Thayer, L., & Leiva, S. (2021). Evaluating achievement gaps between monolingual and multilingual students. Educational Researcher, 50(7), 429–441. https://doi.org/10.3102/0013189X21999043 Goriot, C., Van Hout, R., Broersma, M., Lobo, V., McQueen, J. M., & Unsworth, S. (2021). Using the peabody picture vocabulary test in L2 children and adolescents: Effects of L1. International Journal of Bilingual Education and Bilingualism, 24(4), 546–568. https://doi.org/10.1080/13670050.2018.1494131 Gottardo, A., Collins, P., Baciu, I., & Gebotys, R. (2008). Predictors of grade 2 word reading and vocabulary learning from grade 1 variables in Spanish-speaking children: Similarities and differences. Learning Disabilities Research and Practice, 23(1), 11–24. https://doi.org/10.1111/j.1540-5826.2007.00259.x Gough, P. B., & Tunmer, P. B. (1986). Decoding, reading, and reading disability. Remedial and Special Education, 7(1), 6–10. https://doi.org/10.1177/074193258600700104 Grimm, R. P., Solari, E. J., McIntyre, N. S., & Denton, C. A. (2018). Early reading skill profiles in typically developing and at-risk first grade readers to inform targeted early reading instruction. Journal of School Psychology, 69, 111–126. https://doi.org/10.1016/j.jsp.2018.05.009 Hall, C., Dahl-Leonard, K., Cho, E., Solari, E. J., Capin, P., Conner, C. L., & Kehoe, K. F. (2022). Forty years of reading intervention research for elementary students with or at risk for Dyslexia: A systematic review and meta-analysis. Reading Research Quarterly. https://doi.org/10.1002/rrq.477 Harcourt, B. (2003). Stanford achievement test—10th edition: Technical data report. San Antonio, TX: Author. Hoover, W. A., & Gough, P. B. (1990). The simple view of reading. Reading and Writing, 2, 127–160. https://doi.org/10.1007/BF00401799 Jared, D., Cormier, P., Levy, B. A., & Wade-Woolley, L. (2010). Early predictors of biliteracy development in children in French immersion: A 4-year longitudinal study. Journal of Educational Psychology, 103(1), 119–139. https://doi.org/10.1037/a0021284 Kena, G., Musu-Gillette, L., Robinson, J., Wang, X., Rathbun, A., Zhang, J., Velez, E. D., Nachazel, T., Dziuba, A., Smith, W., Nelson, V., Robles-Villalba, V., Soo, W., & Ballard, D. (2015). The condition of education 2015. National Center for Education Statistics. Kieffer, M. J., & Vukovic, R. K. (2012). Components and context: Exploring sources of reading difficulties for language minority learners and native English speakers in urban schools. Journal of Learning Disabilities, 45(5), 433–452. https://doi.org/10.1177/0022219411432683 Kieffer, M. J., & Thompson, K. D. (2018). Hidden progress of multilingual students on NAEP. Educational Researcher, 47(6), 391–398. https://doi.org/10.3102/0013189X18777740 Lesaux, N. K., Rupp, A. A., & Siegel, L. S. (2007). Growth in reading skills of children from diverse linguistic backgrounds: Findings from a 5-year longitudinal study. Journal of Educational Psychology, 99(4), 821–834. https://doi.org/10.1037/0022-0663.99.4.821 Lesaux, N. K., & Kieffer, M. J. (2010). Exploring sources of reading comprehension difficulties among language minority learners and their classmates in early adolescence. American Educational Research Journal, 47(3), 596–632. https://doi.org/10.3102/0002831209355469 Lindsey, K. A., Manis, F. R., & Bailey, C. E. (2003). Prediction of first-grade reading in Spanish-speaking english-language learners. Journal of Educational Psychology, 95(3), 482–494. https://doi.org/10.1037/0022-0663.95.3.482 Lonigan, C. J., Goodrich, J. M., & Farver, J. M. (2018). Identifying differences in early literacy skills across subgroups of language-minority children: A latent profile analysis. Developmental Psychology, 54(4), 1–48. https://doi.org/10.1037/dev0000477 Miciak, J., Ahmed, Y., Capin, P., & Francis, D. J. (2022). The reading profiles of late elementary english learners with and without risk for dyslexia. Annals of Dyslexia, 72, 276–300. https://doi.org/10.1007/s11881-022-00254-4 Muthén, L.K. & Muthén, B.O. (1998–2017). Mplus user's guide. 8th edition. Norwalk, K. E., DiPerna, J. C., Lei, P., & Wu, Q. (2012). Examining early literacy skill differences among children in head start via latent profile analysis. School Psychology Quarterly, 27(3), 170–183. https://doi.org/10.1037/spq0000003 National Center for Education Statistics. (2022). English learners in public schools. Condition of education. U.S. Department of education, institute of education sciences. Retrieved from https://nces.ed.gov/programs/coe/indicator/cgf. National Early Literacy Panel. (2008). Developing early literacy: Report of the national early literacy panel. Executive summary. Washington, DC: National Institute for Literacy. Nylund-Gibson, K., Grimm, R. P., & Masyn, K. E. (2019). Prediction from latent classes: A demonstration of different approaches to include distal outcomes in mixture models. Structural Equation Modeling: A Multidisciplinary Journal, 26(6), 967–985. Ozernov-Palchik, O., Norton, E. S., Sideridis, G., Beach, S. D., Wolf, M., Gabrieli, J. D. E., & Gaab, N. (2017). Longitudinal stability of pre-reading skill profiles of kindergarten children: Implications for early screening and theories of reading. Developmental Science, 20(5), 1–18. https://doi.org/10.1111/desc.12471 Ren, L., Hu, B. Y., & Wu, Z. (2019). Profiles of literacy skills among Chinese preschoolers: Antecedents and consequences of profile membership. Learning and Individual Differences, 69, 22–32. https://doi.org/10.1016/j.lindif.2018.11.008 Richards-Tutor, C., Baker, D. L., Gersten, R., Baker, S. K., & Smith, J. M. (2016). The effectiveness of reading interventions for english learners: A research synthesis. Exceptional Children, 82(2), 144–169. https://doi.org/10.1177/0014402915585483 Siegel, P., Martin, E., & Bruno, R. (2001). Language use and linguistic isolation: Historical data and methodological issues. US Census Bureau. Solari, E. J., Zucker, T. A., & Grimm, R. P. (2022a). An examination of the heterogenous nature of literacy development in Spanish-speaking preschool children. Early Education and Development. https://doi.org/10.1080/10409289.2021.1981200 Solari, E. J., Kehoe, K. F., Hall, C., Vargas, I., Dahl-Leonard, K., Richmond, C. L., Henry, A. R., Cook, L., Hayes, L., Conner, C., & Cho, E. (2022b). Effectiveness of interventions for english learners with word reading difficulties: A research synthesis. Learning Disabilities Research & Practice. https://doi.org/10.1111/ldrp.12286 U.S. Department of Education. (2017). Our nation’s English learners: What are their characteristics? National Center for Education Statistics, Institute of Education Sciences. U.S. Department of Education. (2022). National assessment of educational progress (NAEP), 2020 and 2022 long-term trend (LTT) reading and mathematics assessments. National Center for Education Statistics, Institute of Education Sciences. Vaughn, S., Linan-Thompson, S., & Hickman, P. (2003). Response to instruction as a means of identifying students with reading/learning disabilities. Exceptional Children, 69(4), 391–409. Vaughn, S., Mathes, P., Linan-Thompson, S., Cirino, P., Carlson, C., Pollard-Durodola, S., Cardenas-Hagan, E., & Francis, D. (2006). Effectiveness of an english intervention for first-grade english language learners at risk for reading problems. The Elementary School Journal, 107(2), 153–180. Vermunt, J. K., & Magidson, J. (2002). Latent class cluster analysis. Applied Latent Class Analysis, 11(89–106), 60. Wise, J. C., Sevcik, R. A., Morris, R. D., Lovett, M. W., & Wolf, M. (2007). The relationship among receptive and expressive vocabulary, listening comprehension, pre-reading skills, word identification skills, and reading comprehension by children with reading disabilities. Journal of Speech Language and Hearing Research, 50(4), 1093–1109. https://doi.org/10.1044/1092-4388(2007/076)