Skip to main content

Predictors of Transfer of Experimental Design Skills in Elementary and Middle School Children

  • Conference paper
Intelligent Tutoring Systems (ITS 2010)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 6095))

Included in the following conference series:

Abstract

A vital goal of instruction is to enable learners to transfer acquired knowledge to appropriate future situations. For elementary school children in middle-high-SES schools, “explicit” instruction on the Control of Variables Strategy (CVS) has proven to be very effective at promoting transfer, even after time delays, when administered by human instructors [1], [2] and when administered by our computer tutor (“TED” for Training in Experimental Design). However, when the same instruction was delivered to students in low-SES schools, near—but especially far—transfer rates were lower. We discuss our findings of the predictors of transfer in this population, and an initial investigation assessing the causal status of one candidate factor for far transfer, understanding the logic of CVS. Finally, we discuss the potential implications of these findings for ways to adapt instruction to individual students.

The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant R305H060034 to CMU and the National Science Foundation through the Pittsburgh Science of Learning Center, Grant SBE0354420. The opinions expressed are those of the authors and do not represent views of IES or the U.S. Department of Education.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Chen, Z., Klahr, D.: All Other Things Being Equal: Children’s Acquisition of the Control of Variables Strategy. Child Dev. 70(5), 1098–1120 (1999)

    Article  Google Scholar 

  2. Strand-Cary, M., Klahr, D.: Developing Elementary Science Skills: Instructional Effectiveness and Path Independence. Cog. Dev. 23(4), 488–511 (2008)

    Article  Google Scholar 

  3. Klahr, D., Nigam, M.: The Equivalence of Learning Paths in Early Science Instruction: Effects of Direct Instruction and Discovery Learning. Psych. Sci. 15(10), 661–667 (2004)

    Article  Google Scholar 

  4. Klahr, D., Li, J.: Cognitive Research and Elementary Science Instruction: From the Laboratory, to the Classroom, and Back. J. of Sci. Ed. and Tech. 4(2), 217–238 (2005)

    Article  Google Scholar 

  5. Toth, E., Klahr, D., Chen, Z.: Bridging Research and Practice: A Cognitively-based Classroom Intervention for Teaching Experimentation Skills to Elementary School Children. Cog. & Instr. 18(4), 423–459 (2000)

    Article  Google Scholar 

  6. Matthews, P., Rittle-Johnson, B.: In Pursuit of Knowledge: Comparing Self-explanations, Concepts, and Procedures as Pedagogical Tools. J. of Exp. Child Psych. 104(1), 1–21 (2009)

    Article  Google Scholar 

  7. Kuhn, D., Dean Jr., D.: Is Developing Scientific Thinking All About Learning to Control Variables? Psych. Sci. 16(11), 866–870 (2005)

    Article  Google Scholar 

  8. Sao Pedro, M., Gobert, J., Heffernan, N., Beck, J.: Comparing Pedagogical Approaches for Teaching the Control of Variables Strategy. In: Taatgen, N.A., van Rijn, H. (eds.) Proceedings of the 31st Annual Conference of the Cognitive Science Society. Cognitive Science Society, Austin (2009)

    Google Scholar 

  9. Siler, S., VanLehn, K.: Learning, Interactional, and Motivational Outcomes in One-to-one Synchronous Computer-mediated Versus Face-to-face Tutoring. Inter. J. of Artif. Intell. in Ed. 19(1), 73–102 (2009)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Siler, S., Klahr, D., Magaro, C., Willows, K., Mowery, D. (2010). Predictors of Transfer of Experimental Design Skills in Elementary and Middle School Children. In: Aleven, V., Kay, J., Mostow, J. (eds) Intelligent Tutoring Systems. ITS 2010. Lecture Notes in Computer Science, vol 6095. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13437-1_20

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-13437-1_20

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-13436-4

  • Online ISBN: 978-3-642-13437-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics