Instructional Science

, Volume 40, Issue 6, pp 957–973 | Cite as

Learning about bones at a science museum: examining the alternate hypotheses of ceiling effect and prior knowledge

Article

Abstract

Groups of children at a science museum were pre- and post-assessed with a type of concept map, known as personal meaning maps, to determine what new understandings, if any, they were gaining from participation in a series of structured hands-on activities about bones and the process of bones healing. Close examination was made regarding whether children’s prior knowledge or a ceiling effect was influencing results. Children made significant gains in vocabulary and concepts related to both bones and the bone healing process. Many children also demonstrated that their comprehension moved from a novice level to a transitional level of understanding. Prior to participation, children were more uniformly unacquainted with ideas about the healing process of bones than they were about bones; this led to more consistent learning gains related to the healing process. There was some indication of a ceiling effect occurring when children revealed what they had learned about bones, but not when they revealed what they had learned about the bone healing process. Although the prior knowledge theory was not statistically supported, data did show that children with greater understanding prior to the Busy Bones Lab activities end up with correspondingly greater understanding. This suggests that addressing concepts related to bones prior to a lab experience may bring more children to a higher level of understanding before engaging in the lab experience.

Keywords

Informal science education Ceiling effect Prior knowledge Bones Elementary education Science education Science museums PMMs Personal meaning maps 

References

  1. Alexander, P. A., Kulikowich, J. M., & Jetton, T. L. (1994). The role of subject-matter knowledge and interest in the processing of linear and nonlinear texts. Review of Educational Research, 64(2), 201–252.Google Scholar
  2. 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(6), 1073–1091.CrossRefGoogle Scholar
  3. Dochy, F. J. R. C., & Alexander, P. A. (1995). Mapping prior knowledge: A framework for discussion among researchers. European Journal for Psychology of Education, 10(1), 123–145.Google Scholar
  4. Dochy, F., Segers, M., & Buehl, M. M. (1999). The relation between assessment practices and outcomes of studies: The case of research on prior knowledge. Review of Educational Research, 69(2), 145–186.Google Scholar
  5. Donovan, M. S., & Bransford, J. D. (Eds.). (2005). How students learn: History, mathematics, and Science in the classroom. Washington, DC: National Academies Press.Google Scholar
  6. Ellenbogen, K. M., Luke, J. J., & Dierking, L. D. (2004). Family learning research in museums: An emerging disciplinary matrix? Science Education, 88(S1), S48–S58.CrossRefGoogle Scholar
  7. Falk, J. H., Moussouri, T., & Coulson, D. (1998). The effect of visitors’ agendas on museum learning. Curator, 41(2), 106–120.CrossRefGoogle Scholar
  8. Falk, J., & Storksdieck, M. (2005). Using the contextual model of learning to understand visitor learning from a science center exhibition. Science Education, 89(5), 744–778.CrossRefGoogle Scholar
  9. Graves, M. F., Cooke, C. L., & Laberge, M. J. (1983). Effects of previewing difficult short stories on low ability junior high school students’ comprehension, recall, and attitudes. Reading Research Quarterly, 18(3), 262–276.CrossRefGoogle Scholar
  10. Hewson, M. G., & Hewson, P. W. (1983). Effect of instruction using students’ prior knowledge and conceptual change strategies on science learning. Journal of Research in Science Teaching, 20(8), 731–743.CrossRefGoogle Scholar
  11. Joseph, J. H., & Dwyer, F. M. (1984). The effects of prior knowledge, presentation mode, and visual realism on student achievement. Journal of Experimental Education, 52(2), 110–121.Google Scholar
  12. Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. New York: Cambridge University Press.CrossRefGoogle Scholar
  13. Lelliott, A. (2007). Learning about Astronomy: A case study exploring how grade 7 and 8 students experience sites of informal learning in South Africa. Unpublished doctoral dissertation, University of the Witwatersrand, Johannesburg, South Africa.Google Scholar
  14. Linton, T. H., & Kester, D. (2003). Exploring the achievement gap between white and minority students in Texas: A comparison of the 1996 and 2000 NAEP and TAAS eighth grade mathematics test results. Education Policy Analysis Archives, 11(10). Retrieved January 21, 2011, from http://epaa.asu.edu/epaa/v11n10/.
  15. Liu, S., & Lederman, N. G. (2002). Taiwanese gifted students’ views of nature of science. School Science and Mathematics, 102(3), 114–123.CrossRefGoogle Scholar
  16. Luke, J., O’Mara, H., & Dierking, L. (1999). Mammals hall front-end evaluation phase II, National Museum of Natural History. Unpublished evaluation report. Annapolis, MD: Institute for Learning Innovation.Google Scholar
  17. McBee, M. (2010). Modeling outcomes with floor or ceiling effects: An introduction to the Tobit Model. Gifted Child Quarterly, 54(4), 314–320.CrossRefGoogle Scholar
  18. McKeown, M. G., Beck, I. L., Sinatra, G. M., & Loxterman, J. A. (1992). The relative contribution of prior knowledge and coherent text to comprehension. Reading Research Quarterly, 27(1), 78–93.CrossRefGoogle Scholar
  19. Ozuru, Y., Dempsey, K., & McNamara, D. S. (2009). Prior knowledge, reading skill, and text cohesion in the comprehension of science texts. Learning and Instruction, 19(3), 228–242.CrossRefGoogle Scholar
  20. Prokop, P., Fancovicová, J., & Tunnicliffe, S. D. (2009). The effect of type of instruction on expression of children’s knowledge: How do children see the endocrine and urinary system? International Journal of Environmental & Science Education, 4(1), 75–93.Google Scholar
  21. Reiss, M., & Tunnicliffe, S. D. (2001). Students’ understanding of their internal structure as revealed by drawings. In H. Behrendt, H. Dahncke, R. Duit, W. Graber, M. Komorek, A. Kross, & P. Reiska (Eds.), Research in science education—Past, present, and future (pp. 101–106). Dordrecht: Kluwer.Google Scholar
  22. Rennie, L. J., Feher, E., Dierking, L. D., & Falk, J. H. (2003). Toward an agenda for advancing research on science learning in out-of-school settings. Journal of Research in Science Teaching, 40(2), 112–120.CrossRefGoogle Scholar
  23. Rifkin, B. (2005). A ceiling effect in traditional classroom foreign language instruction: Data from Russian. The Modern Language Journal, 89(1), 3–18.CrossRefGoogle Scholar
  24. Rivet, A. E., & Krajcik, J. S. (2008). Contextualizing instruction: Leveraging students’ prior knowledge and experiences to foster understanding of middle school science. Journal of Research in Science Teaching, 45(1), 79–100.CrossRefGoogle Scholar
  25. Roschelle, J. (1995). Learning in interactive environments: Prior knowledge and new experience. In L. D. Dierking & J. Falk (Eds.), Public institutions for personal learning: Establishing a research agenda (pp. 37–51). Washington, DC: American Association of Museums.Google Scholar
  26. Strangman, N., & Hall, T. (2004). Background knowledge. Wakefield, MA: National Center on Accessing the General Curriculum. Retrieved January 25, 2011, from http://www.aim.cast.org/learn/historyarchive/backgroundpapers/background_knowledge.
  27. Uttl, B. (2005). Measurements of individual differences: Lessons from memory assessment in research and clinical practice. Psychological Science, 16(6), 460–467.Google Scholar
  28. Wang, L., Zhang, Z., McArdle, J. J., & Salthouse, T. A. (2008). Investigating ceiling effects in longitudinal data analysis. Multivariate Behavioral Research, 43(3), 476–496.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media B.V. 2011

Authors and Affiliations

  1. 1.Mary Lou Fulton Teachers CollegeArizona State UniversityMesaUSA

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