Abstract
This study analyzed the comprehension strategies and visuals in two science textbook series for grades 6, 7, and 8 as means of better understanding a core element of the ecological component of science literacy. The iScience [Biggs et al. in iScience (Grade 6), McGraw-Hill, 2015a, iScience (Grade 7), McGraw-Hill, 2015b, iScience (Grade 7), McGraw-Hill, 2015c)] and Interactive Science [Buckley et al. in Interactive Science (Grade 6), vol 1, Pearson, 2015a, Interactive Science (Grade 6), vol 2, Pearson, 2015b, Interactive Science (Grade 7), vol 1, Pearson, 2015c, Interactive Science (Grade 7), vol 2, Pearson, 2015d, Interactive Science (Grade 8), vol 1, Pearson, 2015e, Interactive Science (Grade 8), vol 2, Pearson, 2015f] textbook series were analyzed for the frequency of comprehension strategies used in during-reading activities as well as the explicit references of visuals and the level of visual captions. Analysis revealed comprehension monitoring, graphic organizers, and question answering were the most frequently used comprehension strategies. Although the numbers, do not highlight the lack of instruction in those strategies. Further, most visuals were explicitly referenced and had descriptive captions. Findings from this study point to the need for science educators to critically examine how comprehension and visuals instruction are included in the textbooks they use in their classrooms.
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References
Aaron, P. G., Joshi, R. M., Gooden, R., & Bentum, K. E. (2008). Diagnosis and treatment of reading disabilities based on the component model of reading: An alternative to the discrepancy model of LD. Journal of Learning Disabilities, 41(1), 67–84. https://doi.org/10.1177/0022219407310838
Applegate, A. J., & Applegate, M. D. (2004). The peter effect: Reading habits and attitudes of preservice teachers. The Reading Teacher, 57, 554–563.
Beerwinkle, A.L., Wijekujmar, K., Walpole, S., & Aguis, R. (2018). An analysis of the ecological components within a text structure intervention. Reading and Writing, 31(9), 2041–2064. https://doi.org/10.1007/s11145-018-9870-5
Beerwinkle, A. L., Owens, J., & Hudson, A. (2021a). An analysis of comprehension strategies and skills covered within grade 3-5 reading textbooks in the United States. Technology, Knowledge, and Learning, 26(2), 311–338. https://doi.org/10.1007/s10758-020-09484-0
Beerwinkle, A., McKeown, D. (2021b). An analysis of reading comprehension questions in Kenyan English textbooks. Technology, Knowledge, and Learning, 26(2), 429–44. https://doi.org/10.1007/s10758-021-09502-9
Bernard, R. M. (1990). Using extended captions to improve learning from instructional illustrations. British Journal of Educational Technology, 21, 215–225. https://doi.org/10.1111/j.1467-8535.1990.tb00040.x
Berkman, N.D., DeWalt, D.A., Pignone, M.P., Sheridan, S.L., Lohr, K.N, Lux, L., Sutton, S.F., & Bonito, A.J. (2004). Literacy and Health Outcomes. (Evidence Report/Technology Assessment No. 87). Agency for Healthcare Research and Quality.
Biggs, A., Feather, R. M., Fisher, D., Keeley, S. P., Kilgo, M., Manga, M., Ortleb, E., & Zike, D. (2015a). iScience (Grade 6). McGraw-Hill.
Biggs, A., Feather, R. M., Fisher, D., Keeley, S. P., Kilgo, M., Manga, M., Ortleb, E., & Zike, D. (2015b). iScience (Grade 7). McGraw-Hill.
Biggs, A., Feather, R. M., Fisher, D., Keeley, S. P., Kilgo, M., Manga, M., Ortleb, E., & Zike, D. (2015c). iScience (Grade 8). McGraw-Hill.
Buckley, D., Miller, Z., Padilla, M.J., Thornton, K., Wysession, M.E. (2015a). Interactive Science (Grade 6) (Vol. 1). Pearson.
Buckley, D., Miller, Z., Padilla, M.J., Thornton, K., Wysession, M.E. (2015b). Interactive Science (Grade 6) (Vol. 2). Pearson.
Buckley, D., Miller, Z., Padilla, M.J., Thornton, K., Wysession, M.E. (2015c). Interactive Science (Grade 7) (Vol. 1). Pearson.
Buckley, D., Miller, Z., Padilla, M.J., Thornton, K., Wysession, M.E. (2015d). Interactive Science (Grade 7) (Vol. 2). Pearson.
Buckley, D., Miller, Z., Padilla, M.J., Thornton, K., Wysession, M.E. (2015e). Interactive Science (Grade 8) (Vol. 1). Pearson.
Buckley, D., Miller, Z., Padilla, M.J., Thornton, K., Wysession, M.E. (2015f). Interactive Science (Grade 8) (Vol. 2). Pearson.
Chall, J. S. (1983). Stages of reading development. McGraw-Hill.
Chiappetta, E. L., Sethna, G. H., & Fillman, D. A. (1991a). A method to quantify major themes of science literacy in science textbooks. Journal of Research in Science Teaching, 28(8), 713–725. https://doi.org/10.1002/tea.3660280808
Chiappetta, E. L., Sethna, G. H., & Fillman, D. A. (1991b). A quantitative analysis of high school chemistry textbooks for scientific literacy themes and expository learning aids. Journal of Research in Science Teaching, 28(10), 939–951. https://doi.org/10.1002/tea.3660281005
Chiappetta, E. L. E. L., Sethna, G. H., & Fillman, D. A. (1993). Do middle school life science textbooks provide a balance of scientific literacy themes? Journal of Research in Science Teaching, 30(7), 787–797. https://doi.org/10.1002/tea.3660300714
Cook, M. P. (2006). Visual representations in science education: The influence of prior knowledge and cognitive load theory on instructional design principles. Science Education, 90, 1073–1091.
Gannaway, S. P. (1980). Development of a high school chemistry textbook evaluation instrument using survey and content techniques. Dissertation Abstracts International, 41, 1011A. (University Microfilms No. 8019878)
Harber, J.R. (1983). Effects of illustrations on the reading performance of learning disabled and normal children. Learning Disabilities Quarterly, 6, 55–60. https://doi.org/10.2307/151086
Hayes, D. A., & Reinking, D. (1991). Good and poor readers’ use of graphic aids cued in texts and in adjunct study materials. Contemporary Educational Psychology, 16, 391–398. https://doi.org/10.1016/0361-476X(91)90016-E
Hegarty, M., Carpenter, P. A., & Just, M. A. (1996). Diagrams in the comprehension of scientific texts. In R. Barr, M. L. Kamil, P. B. Mosenthal, & P. B. Pearson (Eds.), Handbook of reading research (Vol. 2, pp. 641–668). Lawrence Erlbaum.
Honig, B., Diamond, L., & Gutlohn, L. (2018). Teaching reading sourcebook. (3rd ed.). Core.
Kamil, M. L., Borman, G. D., Dole, J., Kral, C. C., Salinger, T., and Torgesen, J. (2008). Improving adolescent literacy: Effective classroom and intervention practices: A Practice Guide (NCEE #2008–4027). National Center for Education Evaluation and Regional Assistance, Institute of Education Sciences, U.S. Department of Education. http://ies.ed.gov/ncee/wwc.
Kesidou, S., & Roseman, J. E. (2002). How well do middle school science programs measure up? Findings from Project 2061’s curriculum review. Journal of Research in Science Teaching, 39(6), 522–549.
Latour, B. (1987). Science in action: How to follow scientists and engineers through society. Harvard University Press.
Lee, V. R. (2010). Adaptations and continuities in the use and design of visual representations in US middle school science textbooks. International Journal of Science Education, 32(8), 1099–1126. https://doi.org/10.1080/09500690903253916
Levie, W. H., & Lentz, R. (1982). Effects of text illustrations: A review of research. Educational Communication and Technology, 30, 195–232.
Lynch, M., & Woolgar, S. (1990). Representation in scientific practice (1st ed.). MIT Press.
Mayer, R. E. (1983). What have we learned about increasing the meaningfulness of science prose? Science Education, 67(2), 223–237.
Mayer, R. E. (2001). Multimedia learning. Cambridge University Press.
Mayer, R. E., & Galhni, J. K. (1990). When is an illustration worth ten thousand words? Journal of Educational Psychology, 82, 715–726.
Mayer, R. E., & Sims, V. (1994). For whom is a picture worth a thousand words? Extensions of a dual-coding theory of multimedia learning. Journal of Educational Psychology, 86, 389–401.
Meyer, L. A., Crummy, L., & Greer, E. A. (1988). Elementary science textbooks: Their contents, text characteristics, and comprehensibility. Journal of Research in Science Teaching, 25(6), 435–463.
National Assessment of Educational Progress (NAEP) (2022). https://www.nationsreportcard.gov/highlights/reading/2022/. On February 17, 2023
National Reading Panel (U.S.), & National Institute of Child Health and Human Development (U.S.). (2000). Report of the national reading panel: Teaching children to read: An evidence-based assessment of the scientific research literature on reading and its implications for reading instruction: Reports of the subgroups. National Institute of Child Health and Human Development, National Institutes of Health.
National Research Council. (2000). How people learn. Bridging research and practice. National Academy Press.
Norris, S. P., & Phillips, L. M. (2003). How literacy in its fundamental sense is central to scientific literacy. Science Education, 87, 224–240.
O’Reilly, T., & McNamara, D. S. (2007). The impact of science knowledge, reading skill, and reading strategy knowledge on more traditional “high-stakes” measures of high school students’ science achievement. American Educational Research Journal, 44(1), 161–196. https://doi.org/10.3102/0002831206298171
Peeck, J. (1993). Increasing picture effects in learning from illustrated text. Learning and Instruction, 3, 227–238.
Pena, B. M., & Quilez, M. J. G. (2001). The importance of images in astronomy education. International Journal of Science Education, 23(11), 1125–1135.
Reinking, D. R., Hayes, D. A., & McEneaney, J. E. (1988). Good and poor readers’ use of explicitly cued graphic aids. Journal of Reading Behavior, 20, 229–247. https://doi.org/10.1080/10862968809547641
Renkl, A., & Scheiter, K. (2017). Studying visual displays: How to instructionally support learning. Educational Psychology Review, 29(3), 599–621.
Schunn, C. D., Newcombe, N. S., Alfieri, L., Cromley, J. G., Massey, C., & Merlino, J. F. (2018). Using principles of cognitive science to improve science learning in middle school: What works when and for whom? Applied Cognitive Psychology, 32(2), 225–240. https://doi.org/10.1002/acp.3398
Shanahan, T., & Shanahan, C. (2008). Teaching disciplinary literacy to adolescents: Rethinking content-area literacy. Harvard Educational Review, 78, 40–59.
Slough, S. W., McTigue, E. M., Kim, S., & Jennings, S. K. (2010). Science textbooks’ use of graphical representations: A descriptive analysis of four sixth grade science texts. Reading Psychology, 31(3), 301–325. https://doi.org/10.1080/02702710903256502
Swanson, E., Wanzek, J., Vaughn, S., Roberts, G., & Fall, A. (2015). Improving reading comprehension and social studies knowledge among middle school students with disabilities. Exceptional Children, 81, 426–442.
Texas Education Agency (2022). 19 TAC Chapter 112. Texas Essential Knowledge and Skills for Science. https://texreg.sos.state.tx.us/public/readtac$ext.ViewTAC?tac_view=4&ti=19&pt=2&ch=112
Therrien, W. J., Taylor, J. C., Watt, S., & Kaldenberg, E. R. (2014). Science instruction for students with emotional and behavioral disorders. Remedial and Special Education, 35(1), 15–27. https://doi.org/10.1177/0741932513503557
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Beerwinkle, A.L., Nelson, C. An Analysis of Comprehension Strategies and Visuals Within Grade 6–8 Science Textbooks in the United States. Tech Know Learn 29, 1277–1291 (2024). https://doi.org/10.1007/s10758-023-09672-8
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DOI: https://doi.org/10.1007/s10758-023-09672-8