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Erschienen in: Prevention Science 1/2019

15.09.2017

Using Technology and Assessment to Personalize Instruction: Preventing Reading Problems

verfasst von: Carol McDonald Connor

Erschienen in: Prevention Science | Ausgabe 1/2019

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Abstract

Children who fail to learn to read proficiently are at serious risk of referral to special education, grade retention, dropping out of high school, and entering the juvenile justice system. Accumulating research suggests that instruction regimes that rely on assessment to inform instruction are effective in improving the implementation of personalized instruction and, in turn, student learning. However, teachers find it difficult to interpret assessment results in a way that optimizes learning opportunities for all of the students in their classrooms. This article focuses on the use of language, decoding, and comprehension assessments to develop personalized plans of literacy instruction for students from kindergarten through third grade, and A2i technology designed to support teachers’ use of assessment to guide instruction. Results of seven randomized controlled trials demonstrate that personalized literacy instruction is more effective than traditional instruction, and that sustained implementation of personalized literacy instruction first through third grade may prevent the development of serious reading problems. We found effect sizes from .2 to .4 per school year, which translates into about a 2-month advantage. These effects accumulated from first through third grade with a large effect size (d = .7) equivalent to a full grade-equivalent advantage on standardize tests of literacy. These results demonstrate the efficacy of technology-supported personalized data-driven literacy instruction to prevent serious reading difficulties. Implications for translational prevention research in education and healthcare are discussed.
Literatur
Zurück zum Zitat Al Otaiba, S., Connor, C. M., Folsom, J. S., Greulich, L., Meadows, J., & Li, Z. (2011). Assessment data-informed guidance to individualize kindergarten reading instruction: Findings from a cluster-randomized control field trial. Elementary School Journal, 111, 535–560. https://doi.org/10.1086/659031.CrossRefPubMed Al Otaiba, S., Connor, C. M., Folsom, J. S., Greulich, L., Meadows, J., & Li, Z. (2011). Assessment data-informed guidance to individualize kindergarten reading instruction: Findings from a cluster-randomized control field trial. Elementary School Journal, 111, 535–560. https://​doi.​org/​10.​1086/​659031.CrossRefPubMed
Zurück zum Zitat Allen, T. (1986). Patterns of academic achievement among hearing impaired students: 1974 And 1983. In A. Schildroth & M. Karchmer (Eds.), Deaf children in American (pp. 161–206). San Diego: College-Hill Press. Allen, T. (1986). Patterns of academic achievement among hearing impaired students: 1974 And 1983. In A. Schildroth & M. Karchmer (Eds.), Deaf children in American (pp. 161–206). San Diego: College-Hill Press.
Zurück zum Zitat Bronfenbrenner, U., & Morris, P. A. (2006). The bioecological model of human development. In R. M. Lerner & W. Damon (Eds.), Handbook of child psychology: Theoretical models of human development (Vol. 1, 6th ed., pp. 793–828). Hoboken: Wiley. Bronfenbrenner, U., & Morris, P. A. (2006). The bioecological model of human development. In R. M. Lerner & W. Damon (Eds.), Handbook of child psychology: Theoretical models of human development (Vol. 1, 6th ed., pp. 793–828). Hoboken: Wiley.
Zurück zum Zitat Catts, H., & Kamhi, A. G. (Eds.). (2004). Language basis of reading disabilities (2nd ed.). Needham Heights: Allyn & Bacon. Catts, H., & Kamhi, A. G. (Eds.). (2004). Language basis of reading disabilities (2nd ed.). Needham Heights: Allyn & Bacon.
Zurück zum Zitat Connor, C. M. (2006). Examining the communication skills of a young cochlear implant pioneer. Journal of Deaf Studies and Deaf Education, 11, 449–460.CrossRefPubMed Connor, C. M. (2006). Examining the communication skills of a young cochlear implant pioneer. Journal of Deaf Studies and Deaf Education, 11, 449–460.CrossRefPubMed
Zurück zum Zitat Connor, C. M. (Ed.). (2016). The cognitive development of reading and reading comprehension. London: Routledge. Connor, C. M. (Ed.). (2016). The cognitive development of reading and reading comprehension. London: Routledge.
Zurück zum Zitat Connor, C. M., Morrison, F. J., & Petrella, J. N. (2004a). Effective reading comprehension instruction: Examining child by instruction interactions. Journal of Educational Psychology, 96, 682–698.CrossRef Connor, C. M., Morrison, F. J., & Petrella, J. N. (2004a). Effective reading comprehension instruction: Examining child by instruction interactions. Journal of Educational Psychology, 96, 682–698.CrossRef
Zurück zum Zitat Connor, C. M., Morrison, F. J., & Katch, L. E. (2004b). Beyond the reading wars: Exploring the effect of child-instruction interactions on growth in early reading. Scientific Studies of Reading, 8, 305–336.CrossRef Connor, C. M., Morrison, F. J., & Katch, L. E. (2004b). Beyond the reading wars: Exploring the effect of child-instruction interactions on growth in early reading. Scientific Studies of Reading, 8, 305–336.CrossRef
Zurück zum Zitat Connor, C. M., Morrison, F. J., & Slominski, L. (2006). Preschool instruction and children's emergent literacy growth. Journal of Educational Psychology, 98, 665–689.CrossRef Connor, C. M., Morrison, F. J., & Slominski, L. (2006). Preschool instruction and children's emergent literacy growth. Journal of Educational Psychology, 98, 665–689.CrossRef
Zurück zum Zitat Connor, C. M., Morrison, F. J., & Underwood, P. (2007b). A second chance in second grade: The independent and cumulative impact of first- and second-grade reading instruction and students' letter-word reading skill growth. Scientific Studies of Reading, 11, 199–233.CrossRef Connor, C. M., Morrison, F. J., & Underwood, P. (2007b). A second chance in second grade: The independent and cumulative impact of first- and second-grade reading instruction and students' letter-word reading skill growth. Scientific Studies of Reading, 11, 199–233.CrossRef
Zurück zum Zitat Connor, C. M., Fishman, B. J., Crowe, E., Underwood, P., Schatschneider, C., & Morrison, F. J. (2013a). Third grade teachers' use of assessment to instruction (A2i) software and students' reading comprehension gains. In O. Korat & A. Shamir (Eds.), In press, technology for literacy achievements for children at risk. New York: Springer. Connor, C. M., Fishman, B. J., Crowe, E., Underwood, P., Schatschneider, C., & Morrison, F. J. (2013a). Third grade teachers' use of assessment to instruction (A2i) software and students' reading comprehension gains. In O. Korat & A. Shamir (Eds.), In press, technology for literacy achievements for children at risk. New York: Springer.
Zurück zum Zitat Connor, C. M., Sparapani, N., Ingebrand, S., Wood, T., & Crowe, E. C. (2015). A guide to individualizing student instruction in the classroom. Paradise Valley: Learning Ovations. Connor, C. M., Sparapani, N., Ingebrand, S., Wood, T., & Crowe, E. C. (2015). A guide to individualizing student instruction in the classroom. Paradise Valley: Learning Ovations.
Zurück zum Zitat Connor, C. M., Dombek, J., Crowe, E. C., Spencer, M., Tighe, E. L., Coffinger, S., et al. (2016). Acquiring science and social studies knowledge in kindergarten through fourth grade: Conceptualization, design, implementation, and efficacy testing of content-area literacy instruction (CALI). Journal of Educational Psychology, No Pagination Specified. https://doi.org/10.1037/edu0000128. Connor, C. M., Dombek, J., Crowe, E. C., Spencer, M., Tighe, E. L., Coffinger, S., et al. (2016). Acquiring science and social studies knowledge in kindergarten through fourth grade: Conceptualization, design, implementation, and efficacy testing of content-area literacy instruction (CALI). Journal of Educational Psychology, No Pagination Specified. https://​doi.​org/​10.​1037/​edu0000128.
Zurück zum Zitat Connor, C., Day, S., & Zargar, E. (2017a) The word knowledge e-book: Building comprehension monitoring and word learning skills. Washington, DC: Presented at the annual conference of the American Psychological Association (APA). Connor, C., Day, S., & Zargar, E. (2017a) The word knowledge e-book: Building comprehension monitoring and word learning skills. Washington, DC: Presented at the annual conference of the American Psychological Association (APA).
Zurück zum Zitat Connor, C., Taylor, K., Wood, T., & Siegal, S. (2017c) Using fidelity data to elucidate the results of a design study on Assessment-2-Instruction technology. Washington, DC: Presented at the annual conference of the Society for Research in Educational Effectiveness (SREE). Connor, C., Taylor, K., Wood, T., & Siegal, S. (2017c) Using fidelity data to elucidate the results of a design study on Assessment-2-Instruction technology. Washington, DC: Presented at the annual conference of the Society for Research in Educational Effectiveness (SREE).
Zurück zum Zitat Dahl, K. L., & Freppon, P. A. (1995). A comparison of innercity children's interpretations of reading and writing instruction in the early grades in skills-based and whole language classrooms. Reading Research Quarterly, 30, 50–74.CrossRef Dahl, K. L., & Freppon, P. A. (1995). A comparison of innercity children's interpretations of reading and writing instruction in the early grades in skills-based and whole language classrooms. Reading Research Quarterly, 30, 50–74.CrossRef
Zurück zum Zitat Daniels, P. T., & Bright, W. (Eds.). (1996). The world's writing systems. Oxford: Oxford University Press. Daniels, P. T., & Bright, W. (Eds.). (1996). The world's writing systems. Oxford: Oxford University Press.
Zurück zum Zitat Deno, S. L., Espin, C. A., Fuchs, L. S., Shinn, M. R., Walker, H. M., & Stoner, G. (2002). Evaluation strategies for preventing and remediating basic skill deficits. In Anonymous (Ed.), Interventions for academic and behavior problems II: Preventive and remedial approaches (pp. 213–241). Washington, DC: National Association of School Psychologists. Deno, S. L., Espin, C. A., Fuchs, L. S., Shinn, M. R., Walker, H. M., & Stoner, G. (2002). Evaluation strategies for preventing and remediating basic skill deficits. In Anonymous (Ed.), Interventions for academic and behavior problems II: Preventive and remedial approaches (pp. 213–241). Washington, DC: National Association of School Psychologists.
Zurück zum Zitat Duncan, G. J., & Murnane, R. J. (Eds.). (2011). Whither opportunity? Rising inequality, schools, and children's life changes. New York: Russel Sage. Duncan, G. J., & Murnane, R. J. (Eds.). (2011). Whither opportunity? Rising inequality, schools, and children's life changes. New York: Russel Sage.
Zurück zum Zitat Fishman, B. J., Penuel, W. R., Allen, A.-R., Cheng, B. H., & Sabelli, N. (2013). Design-based implementation research: An emerging model for transforming the relationship of research and practice. Yearbook of the National Society for the Study of Education, 112, 136–156. Fishman, B. J., Penuel, W. R., Allen, A.-R., Cheng, B. H., & Sabelli, N. (2013). Design-based implementation research: An emerging model for transforming the relationship of research and practice. Yearbook of the National Society for the Study of Education, 112, 136–156.
Zurück zum Zitat Gersten, R. (2007). Impact of teacher study groups on observed teaching practice and student vocabulary and comprehension for first grade teachers: Results of a large scale randomized controlled trial. Paper presented at the SSSR Conference, Prague. Gersten, R. (2007). Impact of teacher study groups on observed teaching practice and student vocabulary and comprehension for first grade teachers: Results of a large scale randomized controlled trial. Paper presented at the SSSR Conference, Prague.
Zurück zum Zitat Holt, J. A. (1994). Classroom attributes and achievement test scores for deaf and hard of hearing students. American Annals of the Deaf, 139, 430–437.CrossRefPubMed Holt, J. A. (1994). Classroom attributes and achievement test scores for deaf and hard of hearing students. American Annals of the Deaf, 139, 430–437.CrossRefPubMed
Zurück zum Zitat Lembke, E. S., Garman, C., Deno, S. L., & Stecker, P. M. (2010). One elementary School's implementation of response to intervention (RTI). Reading & Writing Quarterly, 26, 361–373.CrossRef Lembke, E. S., Garman, C., Deno, S. L., & Stecker, P. M. (2010). One elementary School's implementation of response to intervention (RTI). Reading & Writing Quarterly, 26, 361–373.CrossRef
Zurück zum Zitat Murphy, P. K., Wilkinson, I. A. G., Soter, A. O., Hennessey, M. N., & Alexander, J. F. (2009). Examining the effects of classroom discussion on students' comprehension of text: A meta-analysis. Journal of Educational Psychology, 101, 740–764. https://doi.org/10.1037/a0015576.CrossRef Murphy, P. K., Wilkinson, I. A. G., Soter, A. O., Hennessey, M. N., & Alexander, J. F. (2009). Examining the effects of classroom discussion on students' comprehension of text: A meta-analysis. Journal of Educational Psychology, 101, 740–764. https://​doi.​org/​10.​1037/​a0015576.CrossRef
Zurück zum Zitat National Early Literacy Panel. (2008). Developing early literacy: Report of the National Early Literacy Panel. Washington DC: National Institute for Literacy and the National Center for Family Literacy. National Early Literacy Panel. (2008). Developing early literacy: Report of the National Early Literacy Panel. Washington DC: National Institute for Literacy and the National Center for Family Literacy.
Zurück zum Zitat NICHD National Reading Panel. (2000). Teaching children to read: An evidence-based assessment of the scientific research literature on reading and its implications for reading instruction. Washington DC: U.S. DHHS, PHS, NICHD. NICHD National Reading Panel. (2000). Teaching children to read: An evidence-based assessment of the scientific research literature on reading and its implications for reading instruction. Washington DC: U.S. DHHS, PHS, NICHD.
Zurück zum Zitat Potts, L., Eshleman, J. W., & Cooper, J. O. (1993). Ogden R. Lindsley and the historical devleopment of precision teaching. The Behavior Analyst, 16, 177–189.CrossRefPubMedPubMedCentral Potts, L., Eshleman, J. W., & Cooper, J. O. (1993). Ogden R. Lindsley and the historical devleopment of precision teaching. The Behavior Analyst, 16, 177–189.CrossRefPubMedPubMedCentral
Zurück zum Zitat Powell, D. R., Diamond, K. E., Burchinal, M. R., & Koehler, M. J. (2010). Effects of an early literacy professional development intervention on head start teachers and children. Journal of Educational Psychology, 102, 299–312. https://doi.org/10.1037/a0017763.CrossRef Powell, D. R., Diamond, K. E., Burchinal, M. R., & Koehler, M. J. (2010). Effects of an early literacy professional development intervention on head start teachers and children. Journal of Educational Psychology, 102, 299–312. https://​doi.​org/​10.​1037/​a0017763.CrossRef
Zurück zum Zitat Rayner, K., Foorman, B. R., Perfetti, C. A., Pesetsky, D., & Seidenberg, M. S. (2001). How psychological science informs the teaching of reading. Psychological Science in the Public Interest, 2, 31–74.CrossRef Rayner, K., Foorman, B. R., Perfetti, C. A., Pesetsky, D., & Seidenberg, M. S. (2001). How psychological science informs the teaching of reading. Psychological Science in the Public Interest, 2, 31–74.CrossRef
Zurück zum Zitat Reynolds, A. J., & Ou, S.-R. (2004). Alterable predictors of child well-being in the Chicago longitudinal study. Children and Youth Services Review, 26, 1–14.CrossRef Reynolds, A. J., & Ou, S.-R. (2004). Alterable predictors of child well-being in the Chicago longitudinal study. Children and Youth Services Review, 26, 1–14.CrossRef
Zurück zum Zitat Shavelson, R. J., & Towne, L. (Eds.). (2002). Scientific research in education. Washington DC: National Academy Press. Shavelson, R. J., & Towne, L. (Eds.). (2002). Scientific research in education. Washington DC: National Academy Press.
Metadaten
Titel
Using Technology and Assessment to Personalize Instruction: Preventing Reading Problems
verfasst von
Carol McDonald Connor
Publikationsdatum
15.09.2017
Verlag
Springer US
Erschienen in
Prevention Science / Ausgabe 1/2019
Print ISSN: 1389-4986
Elektronische ISSN: 1573-6695
DOI
https://doi.org/10.1007/s11121-017-0842-9

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