Tell Me How to Teach, I’ll Learn How to Solve Problems

  • Noboru Matsuda
  • Nikolaos Barbalios
  • Zhengzheng Zhao
  • Anya Ramamurthy
  • Gabriel J. Stylianides
  • Kenneth R. Koedinger
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9684)

Abstract

In this paper we study the effect of adaptive scaffolding to learning by teaching. We hypothesize that learning by teaching is facilitated if (1) students receive adaptive scaffolding on how to teach and how to prepare for teaching (the metacognitive hypothesis), (2) students receive adaptive scaffolding on how to solve problems (the cognitive hypothesis), or (3) both (the hybrid hypothesis). We conducted a classroom study to test these hypotheses in the context of learning to solve equations by teaching a synthetic peer, SimStudent. The results show that the metacognitive scaffolding facilitated tutor learning (regardless of the presence of the cognitive scaffolding), whereas cognitive scaffolding had virtually no effect. The same pattern was confirmed by two additional datasets collected from two previous school studies we conducted.

Keywords

Teachable agent Learning by teaching Algebra Adaptive scaffolding SimStudent 

Notes

Acknowledgement

The research reported here was supported by National Science Foundation Award No. DRL-1252440

References

  1. 1.
    Gartner, A., Kohler, M., Riessman, F.: Children Teach Children: Learning by Teaching. Harper & Row, New York (1971)Google Scholar
  2. 2.
    Cohen, P.A., Kulik, J.A., Kulik, C.L.C.: Education outcomes of tutoring: a meta-analysis of findings. Am. Educ. Res. J. 19(2), 237–248 (1982)CrossRefGoogle Scholar
  3. 3.
    Robinson, D., Schofield, J., Steers-Wentzell, K.: Peer and cross-age tutoring in math: outcomes and their design implications. Educ. Psychol. Rev. 17(4), 327–362 (2005)CrossRefGoogle Scholar
  4. 4.
    Cohen, E.G.: Restructuring the classroom: conditions for productive small groups. Rev. Educ. Res. 64(1), 1–35 (1994)CrossRefGoogle Scholar
  5. 5.
    Roscoe, R.D., Chi, M.T.H.: Understanding tutor learning: knowledge-building and knowledge-telling in peer tutors’ explanations and questions. Rev. Educ. Res. 77(4), 534–574 (2007)CrossRefGoogle Scholar
  6. 6.
    Biswas, G., et al.: Learning by teaching: a new agent paradigm for educational software. J. Appl. Artif. Intell. 19(3&4), 363–392 (2005)CrossRefGoogle Scholar
  7. 7.
    Bredeweg, B., et al.: DynaLearn - engaging and informed tools for learning conceptual system knowledge, in cognitive and metacognitive educational systems (MCES 2009). In: Pirrone, R., Azevedo, R., Biswas, G. (eds.) AAAI Fall Symposium. AAAI Press, Arlington, pp. 46–51 (2010)Google Scholar
  8. 8.
    Matsuda, N., et al.: Cognitive anatomy of tutor learning: lessons learned with SimStudent. J. Educ. Psychol. 105(4), 1152–1163 (2013)CrossRefGoogle Scholar
  9. 9.
    Biswas, G., et al.: Measuring self-regulated learning skills through social interactions in a teachable agent environment. Research and Practice in Technology Enhanced Learning, pp. 123–152 (2010)Google Scholar
  10. 10.
    Okita, S.Y., Bailenson, J., Schwartz, D.L.: The mere belief of social interaction improves learning. In: McNamara, D.S., Trafton, J.G. (eds.) The Proceedings of the 29th Meeting of the Cognitive Science Society, Nashville, pp. 1355–1360 (2007)Google Scholar
  11. 11.
    Matsuda, N., et al.: Studying the effect of tutor learning using a teachable agent that asks the student tutor for explanations. In: Sugimoto, M., et al. (eds.) Proceedings of the International Conference on Digital Game and Intelligent Toy Enhanced Learning (DIGITEL 2012). IEEE Computer Society, Los Alamitos, pp. 25–32 (2012)Google Scholar
  12. 12.
    Matsuda, N., Yarzebinski, E., Keiser, V., Raizada, R., Stylianides, G., Koedinger, K.R.: Motivational factors for learning by teaching. In: Cerri, S.A., Clancey, W.J., Papadourakis, G., Panourgia, K. (eds.) ITS 2012. LNCS, vol. 7315, pp. 101–111. Springer, Heidelberg (2012)CrossRefGoogle Scholar
  13. 13.
    Matsuda, N., Cohen, W.W., Koedinger, K.R.: Teaching the teacher: tutoring simstudent leads to more effective cognitive tutor authoring. Int. J. Artif. Intell. Educ. 25, 1–34 (2015)CrossRefGoogle Scholar
  14. 14.
    Matsuda, N., Griger, C.L., Barbalios, N., Stylianides, G.J., Cohen, W.W., Koedinger, K.R.: Investigating the effect of meta-cognitive scaffolding for learning by teaching. In: Trausan-Matu, S., Boyer, K.E., Crosby, M., Panourgia, K. (eds.) ITS 2014. LNCS, vol. 8474, pp. 104–113. Springer, Heidelberg (2014)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2016

Authors and Affiliations

  • Noboru Matsuda
    • 1
  • Nikolaos Barbalios
    • 1
  • Zhengzheng Zhao
    • 1
  • Anya Ramamurthy
    • 2
  • Gabriel J. Stylianides
    • 3
  • Kenneth R. Koedinger
    • 2
  1. 1.College of Education and Human DevelopmentTexas A&M UniversityCollege StationUSA
  2. 2.Human-Computer Interaction InstituteCarnegie Mellon UniversityPittsburghUSA
  3. 3.Department of EducationUniversity of OxfordOxfordUK

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