Abstract
Reading comprehension is a challenge for K-12 learners and adults. Nonfiction texts, such as expository texts that inform and explain, are particularly challenging and vital for students’ understanding because of their frequent use in formal schooling (e.g., textbooks) as well as everyday life (e.g., newspapers, magazines, and medical information). The structure strategy is explicit instruction about how to strategically use knowledge about text structures for encoding and retrieval of information from nonfiction and has consistently shown significant improvements in reading comprehension. We present the delivery of the structure strategy using a web-based intelligent tutoring system (ITSS) that has the potential to offer consistent modeling, practice tasks, assessment, and feedback to the learner. Finally, we report on statistically significant findings from a large scale randomized controlled efficacy trial with rural and suburban 4th-grade students using ITSS.
Similar content being viewed by others
References
Anderson, J. R., Corbett, A. T., Koedinger, K. R., & Pelletier, R. (1995). Cognitive tutors: Lessons learned. The Journal of the Learning Sciences, 4, 167–207.
Atkinson, R. K., Mayer, R. E., & Merrill, M. M. (2005). Fostering social agency in multimedia learning: Examining the impact of an animated agent’s voice. Contemporary Educational Psychology, 30, 117–139.
Baddeley, A. D. (1986). Working memory. Oxford: Oxford University Press.
Caccamise, D., Snyder L., Kintsch W., Allen C., Kintsch E., & Oliver, W. (2010). Teaching summarization via the Web. In Annual proceedings of American Educational Research Association.
Chall, J., Jacobs, V., & Baldwin, L. (1990). The reading crisis: Why poor children fall behind. Cambridge, MA: Harvard University Press.
Halpern, D. F. (2006). Assessing gender gaps in learning and academic achievement. In P. A. Alexander & P. H. Winne (Eds.), Handbook of educational psychology (2nd ed., pp. 635–653). Mahwah, NJ: Lawrence Erlbaum Associates.
Harp, S. F., & Mayer, R. E. (1998). How seductive details do their damage: A theory of cognitive interest in science learning. Journal of Educational Psychology, 90(3), 414–434.
House Commission on Rural Education (HCRE). (2004). Report to the Pennsylvania General Assembly from the Commission on the Study of Education in Rural Pennsylvania. By order of House Resolution 8, February 2003.
Jacobson, M. J., Maouri, C., Mishra, P., & Kolar, C. (1995). Learning with hypertext learning environments: Theory, design, and research. Journal of Educational Multimedia and Hypermedia, 4(4), 321–364.
James-Burdumy, S., Mansfield, W., Deke, J., Carey, N., Lugo-Gil, J., Hershey, A.,…,Faddis, B. (2009). Effectiveness of selected supplemental reading comprehension interventions: Impacts on a first cohort of fifth-grade students (NCEE 2009-4032). Washington, DC: National Center for Education Evaluation and Regional Assistance, Institute of Education Sciences, U.S. Department of Education. Retrieved June 11, 2011, from http://www.mathematica-mpr.com/publications/pdfs/education/selectsupplreading.pdf.
Jonassen, D. H., Campbell, J. P., & Davidson, M. P. (1994). Learning with media: Restructuring the debate. Educational Technology Research and Development, 42(3), 31–39.
Kozma, R. B. (1994). Will media influence learning? Reframing the debate. Educational Technology Research and Development, 42(2), 7–19.
Mayer, R. E. (2009). Multimedia learning (2nd ed.). New York: Cambridge University Press.
Meyer, B. J. F. (1975). The organization of prose and its effects on memory. Amsterdam: North-Holland.
Meyer, B. J. F. (1985). Prose analysis: Purposes, procedures, and problems. In B. K. Britton & J. Black (Eds.), Understanding expository text: A theoretical and practical handbook for analyzing explanatory text (pp. 11–64, 269–304). Hillsdale, NJ: Erlbaum.
Meyer, B. J. F. (2003). Text coherence and readability. Topics in Language Disorders, 23, 204–224.
Meyer, B. J. F., Brandt, D. M., & Bluth, G. J. (1980). Use of the top-level structure in text: Key for reading comprehension of ninth-grade students. Reading Research Quarterly, 16, 72–103.
Meyer, B. J. F., & McConkie, G. W. (1973). What is recalled after hearing a passage? Journal of Educational Psychology, 65, 109–117.
Meyer, B. J. F., Middlemiss, W., Theodorou, E., Brezinski, K. L., McDougall, J., & Bartlett, B. J. (2002). Effects of structure strategy instruction delivered to fifth-grade children using the Internet with and without the aid of older adult tutors. Journal of Educational Psychology, 94, 486–519.
Meyer, B. J. F., & Poon, L. W. (2001). Effects of structure strategy training and signaling on recall of text. Journal of Educational Psychology, 93, 141–159.
Meyer, B. J. F., & Wijekumar, K. (2007). A web-based tutoring system for the structure strategy: Theoretical background, design, and findings. In D. S. McNamara (Ed.), Reading comprehension strategies: Theories, interventions, and technologies (pp. 347–375). Mahwah, NJ: Lawrence Erlbaum Associates.
Meyer, B. J. F., Wijekumar, K. K., & Lin, Y. (2011). Individualizing a web-based structure strategy intervention for fifth graders’ comprehension of nonfiction. Journal of Educational Psychology, 103(1), 140–168.
Meyer, B. J. F., Wijekumar, K., Middlemiss, W., Higley, K., Lei, P., Meier, C., et al. (2010). Web-based tutoring of the structure strategy with or without elaborated feedback or choice for fifth- and seventh-grade readers. Reading Research Quarterly, 45(1), 62–92.
Meyer, B. J. F., Young, C. J., & Bartlett, B. J. (1989). Memory improved: Reading and memory enhancement across the life span through strategic text structures. Hillsdale, NJ: Lawrence Erlbaum.
National Assessment of Educational Progress (NAEP). (2007). Available at http://nationsreportcard.gov/reading_2007/. Accessed 10 June 2010.
Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (2nd ed.). Thousand Oaks, CA: Sage.
Raudenbush, S. W., Bryk, A. S., & Congdon, R. T. (2008). HLM 6.0 Hierarchical linear and non-linear modeling [Computer software]. Lincolnwood, IL: Scientific Software International.
Shaywitz, B. A., Holford, T. R., Holahan, J. M., Fletcher, J. M., Stuebing, K. K., Francis, D. J., et al. (1995). A Matthew effect for IQ but not for reading: Results from a longitudinal study. Reading Research Quarterly, 30, 894–906.
Stanovich, K. E. (1986). Matthew effects in reading: Some consequences of individual differences in the acquisition of literacy. Reading Research Quarterly, 21, 360–407.
Sweller, J. (2005). Implications of cognitive load theory for multimedia learning. In R. Mayer (Ed.), Cambridge handbook of multimedia learning (pp. 19–30). New York: Cambridge University Press.
Theodorou, E. (2005). Comparing the effects of learning the structure strategy via web-based training or classroom training on the recall of near and far transfer texts. Unpublished Doctoral Dissertation, The Pennsylvania State University.
Wiederholt, J. L., & Blalock, G. (2000). Gray silent reading tests (GSRT). Austin, TX: Pro-Ed.
Williams, J. P., Hall, K. M., Lauer, K. D., Stafford, K. B., DeSisto, L. A., & DeCani, J. S. (2005). Expository text comprehension in the primary grade classroom. Journal of Educational Psychology, 97(4), 538–550.
Williams, J. P., Stafford, K. B., Lauer, K. D., Hall, K. M., & Pollini, S. (2009). Embedding reading comprehension training in content-area instruction. Journal of Educational Psychology, 101, 1–20.
Acknowledgments
The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant R305A080133 to The Pennsylvania State University Beaver. The opinions expressed are those of the authors and do not represent views of the Institute or the U.S. Department of Education. More information on our project is available at http://itss.br.psu.edu/. The authors appreciate the contributions of the elementary students, faculty, and administration involved in this research effort. Additionally, the authors appreciate the input of other faculty, affiliates, and students at Penn State including James Spielvogel, Kathryn Shurmatz, Lori Johnson, Janessa Weaver, Melissa Ray, and Michael Cook.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Wijekumar, K.K., Meyer, B.J.F. & Lei, P. Large-scale randomized controlled trial with 4th graders using intelligent tutoring of the structure strategy to improve nonfiction reading comprehension. Education Tech Research Dev 60, 987–1013 (2012). https://doi.org/10.1007/s11423-012-9263-4
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11423-012-9263-4