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Improving Math Learning through Intelligent Tutoring and Basic Skills Training

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Book cover Intelligent Tutoring Systems (ITS 2010)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 6094))

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Abstract

We studied the effectiveness of a math fact fluency tool integrated with an intelligent tutor as a means to improve student performance in math standardized tests. The study evaluated the impact of Math Facts Retrieval Training (MFRT) on 250 middle school students and analyzed the main effects of the training by itself and also as a supplement to the Wayang Tutoring System on easy and hard items of the test. Efficacy data shows improved student performance on tests and positive impact on mathematics learning. We also report on interaction effects of MFRT with student gender and incoming math ability.

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References

  1. Geary, D.C., Hoard, M.K., Byrd-Craven, J., Nugent, L., Numtee, C.: Cognitive Mechanisms Underlying Achievement Deficits in Children With Mathematical Learning Disability. Child Development 78(4), 1343–1359 (2007)

    Article  Google Scholar 

  2. Royer, J.M., Tronsky, L.N.: Addition practice with math disabled students improves subtraction and multiplication performance. In: Scruggs, T.E., Mastropieri, M.A. (eds.) Advances in Learning and Behavioral Disabilities, pp. 185–218. JAI Press, CT (1998)

    Google Scholar 

  3. Catsambis, S.: The path to math: Gender and racial-ethnic differences in mathematics participation from middle school to high school. Sociology of Educ. 67, 199–215 (1994)

    Article  Google Scholar 

  4. Catsambis, S.: The gender gap in mathematics: Merely a step function? In: Gallagher, A.M., Kaufman, J.C. (eds.) Gender differences in mathematics, pp. 220–245. Cambridge University Press, Cambridge (2005)

    Google Scholar 

  5. Midgeley, C., Feldlaufer, H., Eccles, J.: Student/teacher relations and attitudes toward mathematics before and after the transition to junior high school. Child Development 60, 981–992 (1989)

    Article  Google Scholar 

  6. Olson, L.: State Test Programs Mushroom as NCLB Mandate Kicks. In: Education Week, November 30 (2005)

    Google Scholar 

  7. Casey, M., Nuttall, R., Pezaris, E., Benbow, C.: The influence of spatial ability on gender differences in math college entrance test scores across diverse samples. Developmental Psychology 31, 697–705 (1995)

    Article  Google Scholar 

  8. Royer, J.M., Tronsky, L.N., Chan, Y., Jackson, S.J., Marchant, H.G.: Math fact retrieval as the cognitive mechanism underlying gender differences in math test performance. Contemp. Educational Psychology 24, 181–266 (1999)

    Article  Google Scholar 

  9. Eccles, J., Wigfield, A., Harold, R.D., Blumenfeld, P.: Age and gender differences in children’s self and task perceptions during elementary school. Child Development 64, 830–847 (1993)

    Article  Google Scholar 

  10. Carr, M., Jessup, D.: Gender Differences in First-Grade Mathematics Strategy Use: Social and Metacognitive Influences. Journal of Ed. Psychology 89(2), 318–328 (1997)

    Article  Google Scholar 

  11. Beal, C.R.: Boys and girls: the development of gender roles. McGraw-Hill, New York (1993)

    Google Scholar 

  12. Royer, J.M., Garofoli, L.: Cognitive contributions to sex differences in math performance. In: Gallagher, A.M., Kaufman, J.C. (eds.) Gender differences in mathematics, pp. 99–120. Cambridge University Press, Cambridge (2005)

    Google Scholar 

  13. Fletcher, J., Lyon, G., Fuchs, L., Barnes, M.: Learning disabilities: From identification to intervention. The Guilford Press, New York (2007)

    Google Scholar 

  14. Arroyo, I., Beal, C.R., Bergman, A., Lindenmuth, M., Marshall, D., Woolf, B.P.: Intelligent Tutoring for high-stakes achievement tests. In: 11th International Conference on Artificial Intelligence in Education, pp. 142–169. IOS Press, Amsterdam (2003)

    Google Scholar 

  15. Arroyo, I., Woolf, B.P., Royer, J.M., Tai, M.: Affective Gendered Learning Companions. In: 14th International Conference on Artificial Intelligence and Education, pp. 41–48. IOS Press, Amsterdam (2009)

    Google Scholar 

  16. Arroyo, I., Cooper, D.G., Burleson, W., Woolf, B.P., Muldner, K., Christopherson, R.: Emotion Sensors Go To School. In: 14th International Conference on Artificial Intelligence and Education, pp. 17–24. IOS Press, Amsterdam (2009)

    Google Scholar 

  17. Reading Success Lab, http://ReadingSuccessLab.com

  18. Arroyo, I., Woolf, B., Muldner, K., Burleson, W., Cooper, D., Razzaq, L., Dolan, R.: The Effect of Motivational Learning Companions on Low-Achieving Students and Students with Learning Disabilities. In: Aleven, V., Kay, J., Mostow, J. (eds.) ITS 2010, Part I. LNCS, vol. 6094, pp. 327–337. Springer, Heidelberg (2010)

    Google Scholar 

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Arroyo, I., Woolf, B.P., Royer, J.M., Tai, M., English, S. (2010). Improving Math Learning through Intelligent Tutoring and Basic Skills Training. In: Aleven, V., Kay, J., Mostow, J. (eds) Intelligent Tutoring Systems. ITS 2010. Lecture Notes in Computer Science, vol 6094. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13388-6_46

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  • DOI: https://doi.org/10.1007/978-3-642-13388-6_46

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-13387-9

  • Online ISBN: 978-3-642-13388-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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