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Exploring the Possibility of Measuring Mathematical Anxiety in f-NIRS-based NIRSIT

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In this study, using NIRSIT based on f-NIRS, a task was created to develop a math anxiety test tool that can measure the difference in brain activity according to the level of math anxiety of participants. The purpose of this study is to secure the possibility of using a new device as a math anxiety test tool, and the reliability of the f-NIRS-based measurement task developed. The participants were divided into two groups according to the level of math anxiety, and the brain activity according to the level of math anxiety was measured using the NIRSIT device. Based on the measured data, brain activity was measured within and between the two groups with different math anxiety levels, and the correlation with the selfreport survey score was analyzed. As a result of the study, there was a significant difference in brain activity within and between the two groups. In addition, a significant correlation was found between self-report survey scores and brain activity. This suggests that the measurement method using NIRSIT can be a new discrimination tool that can objectively and quantitatively measure math anxiety. Therefore, if the test method using f-NIRS-based NIRSIT is applied to various ages in the future, It can be used to diagnose math anxiety in students early.

Abstract

In this study, using NIRSIT based on f-NIRS, a task was created to develop a math anxiety test tool that can measure the difference in brain activity according to the level of math anxiety of participants. The purpose of this study is to secure the possibility of using a new device as a math anxiety test tool, and the reliability of the f-NIRS-based measurement task developed. The participants were divided into two groups according to the level of math anxiety, and the brain activity according to the level of math anxiety was measured using the NIRSIT device. Based on the measured data, brain activity was measured within and between the two groups with different math anxiety levels, and the correlation with the selfreport survey score was analyzed. As a result of the study, there was a significant difference in brain activity within and between the two groups. In addition, a significant correlation was found between self-report survey scores and brain activity. This suggests that the measurement method using NIRSIT can be a new discrimination tool that can objectively and quantitatively measure math anxiety. Therefore, if the test method using f-NIRS-based NIRSIT is applied to various ages in the future, It can be used to diagnose math anxiety in students early.

참고문헌 (37)

  1. Alloway, R. G., "Understanding working memory", pp.1~168 (2014), Understanding Working Memory
  2. Andoh, J., "Modulation of language areas with functional MR image-guided magnetic stimulation", Neuroimage, 29, pp.619~627 (2006)
  3. Ashcraft, M. H., "The relationships among working memory, math anxiety, and performance", Journal of Experimental Psychology : General, 130, pp.224~237 (2001)
  4. Ashcraft, M. H., "Developing Literacy in a Second Language : Report of the National Literacy Panel" (2009), Erlbaum
  5. Ball, D. L., "Breaking with experience in learning to teach mathematics : The role of a preservice methods course", Learning of Mathematics, 10, pp.10~16 (1990)
  6. Bernard, J. B., "Cognition, Brain, and Consciousness" (2007), Academic Press
  7. Campbell, S. R., "Defining mathematics educational neuroscience", Proceedings of the 28th Annual Meeting of the North American Chapter of the International Group for Psychology in Mathematics Education (PM-NA), 2, pp.442~449 (2006), Universidad Pedagogica Nacional
  8. Choi, J. S., "An Analysis of The Causal Relationship Between General Anxiety, Test Anxiety, Academic Anxiety, Math anxiety and Math performance", Doctor, pp.1998
  9. Fennema, E., "Fenneman-Sherman mathematics attitude scales : Instruments designed to measure attitudes toward the learning of mathematics by females and males", Journal for Research in Mathematics Education, pp.324~326 (1976)
  10. Ferguson, R. D., "Abstraction anxiety : A factor of mathematics anxiety", Journal for Research in Mathematics Education, 17, pp.145~150 (1986)
  11. Ferrari, M., "A brief review on the history of human functional near-infrared spectroscopy(fNIRS)development and fields of application", Neuroimage, 63, pp.921~935 (2012)
  12. Fox, P. T., "Nonoxidative glucose consumption during focal physiologic neural activity", Science, 241, pp.462~464 (1988)
  13. Goldman-Rakic, P. S., "Specification of higher cortical functions", Journal of Head Trauma Rehabilitation, 8, pp.13~23 (1993)
  14. Heo H. J., "A Study on the Factors of Math Anxiety-Focusing on High School Students", Doctor, pp.1996
  15. Himichi, T., "Negative emotions impact lateral prefrontal cortex activation during theory of mind : An fNIRS study", Social Neuroscience, 10, pp.605~615 (2015)
  16. Jousmäki, V., "Tracking functions of cortical networks on a millisecond timescale", Neural Networks, 13, pp.883~889 (2000)
  17. Kim, Y. S., "A study on antecedents of mathematics anxiety in high school students", Journal of Educational Research in Mathematics, 5, pp.111~128 (1995)
  18. Kohs, S. C., "The block-design tests", Journal of Experimental Psychology, 3, pp.357~ (1920)
  19. Lazarus, A., "The Practice of Multimodal Therapy" (1981), McGraw-Hill Book Company
  20. Kwon, J. J., "A Study on The Factors of Elementary School Students' Math Anxiety", Master, pp.2003
  21. Lee, U. W., "Mathematics anxiety of the students and realistic mathematics education", Research of Science and Mathematics Education, 25, pp.57~71 (2002)
  22. Lezak, M. D., "Neuropsychological Assessment" (1995), Oxford Press
  23. Lindquist, K. A., "A functional architecture of the human brain : Emerging insight from the science of emotion", Trends in Cognitive Science, 16, pp.533~540 (2012)
  24. Lyons, I. M., "Mathematics anxiety : Separating the math from the anxiety", Cerebral Cortex, 22, pp.2102~1220 (2012)
  25. Ma, X., "The causal ordering of mathematics anxiety andmathematics achievement : A longitudinal panel analysis", Journal of Adolescence, 27, pp.165~179 (2004)
  26. Maloney, E. A., "Intergenerational effects of parents’ math anxiety on children’s math achievement and anxiety", Psychological Science, 26, pp.1480~1488 (2015)
  27. Quintana, J., "From perception to action : Temporal integrative functions of prefrontal and parietal neurons", Cerebral Cortex, 9, pp.213~221 (1999)
  28. Ramirez, G., "Math anxiety, working memory, and math achievement in early elementary school", Journal of Cognition and Development, 14, pp.187~202 (2013)
  29. Rauch, S. L., "The functional neuroanatomy of anxiety : A study of three disorders using positron emission tomography and symptom provocation", Biological Psychiatry, 42, pp.446~452 (1997)
  30. Romine, C. B., "Sequential memory : A developmental perspective on its relation to frontal lobe functioning", Neuropsychology Review, 14, pp.43~64 (2004)
  31. Schmader, T., "An integrated process model of stereotype threat effects on performance", Psychological Review, 115, pp.336~ (2008)
  32. Shuvra, L. T., "Analysis of hemodynamic response function using fNIRS", 2018 International Conference on Innovation in Engineering and Technology, pp.1~6 (2018)
  33. Stuss, D. T., "Adult Clinical Neuropsychology : Lessons from studies of the frontal lobes", Annual Review of Psychology, 53, pp.401~433 (2002)
  34. Vukovic, R. F., "Mathematics anxiety in young children : Concurrent and longitudinal associations with mathematical performance", Contemporary Educational Psychology, 38, pp.1~10 (2013)
  35. Wang, Z., "Who is afraid of math? Two sources of genetic variance for mathematical anxiety", Journal of Child Psychology and Psychiatry, 55, pp.1056~1064 (2014)
  36. Wigfield, A., "Math anxiety in elementary and secondary school students", Journal of Educational Psychology, 80, pp.210~216 (1988)
  37. Young, C. B., "The neurodevelopmental basis of math anxiety", Psychological Science, 23, pp.492~501 (2012)

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