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UDL 기반 과학적 관찰 학습 효과에 관한 sLORETA 분석 연구

A sLORETA Study about the Effects of Scientific Observation Learning Program based on Universal Design for Learning

김용성|정진수
뇌·AI기반교육연구소 (Institute of Brain·AI based Education)|2021.12|Brain, Digital, & Learning|제11권 제4호|pp. 713-736|DOI https://doi.org/10.31216/BDL.20210046

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참고문헌

키워드

brain activationsLORETAcognitive thinkinguniversal design for learningScientific observation

초록

The purpose of this study is to identify the educational effects of scientific observation learning programs based on universal design for learning (UDL) from a cognitive thought process perspective through EEG activation analysis. To this end, we developed EEG measurement tasks and scientific observation learning programs based on the UDL. The study involved 14 high school students. EEG data collection took place while students performed scientific observation tasks before and after their experience with scientific observation learning programs based on the UDL. Comparative analysis of pre & post EEG data was performed using the sLORETA analysis method. The results of the study are as follows. First, The experimental group students scored higher on the scientific observation knowledge generation in the post-task than the control group students. And the scientific observation knowledge generation scores of the students in the experimental group were further improved than control group student. Second, in the case of the theta band, activation was significantly decreased in cuneus, middle occipital gyrus, lingual gyrus, and angular gyrus during performing the post-tasks compared to performing the pre-tasks. For the alpha band, activation was significantly decreased in superior frontal gyrus, middle frontal gyrus, inferior frontal gyrus, and superior temporal gyrus during performing the post-tasks. On the other hand, the alpha band activation was increased in precuneus and angular gyrus during post-task performance. For the beta band, activation was decreased during preforming the post-tasks compared to performing the pre-tasks in superior parietal lobule, inferior parietal lobule, precuneus, angular gyrus, and postcentral gyrus. Finally, for the gamma band, when performing the post-tasks compared to performing the pre-tasks, activation was decreased in superior parietal lobule, inferior parietal lobule, precuneus, angular gyrus, postcentral gyrus, and cingulate gyrus. This result shows that scientific observation learning programs based UDL have a positive impact on cognitive thinking process performed by students performed to identify the entire and partial elements of an observation object. This cognitive thinking process included recognition of visual information, retrieval and review of long-term memory, and ascription of meaning to collected visual information, and working memory about visual information.

Abstract

The purpose of this study is to identify the educational effects of scientific observation learning programs based on universal design for learning (UDL) from a cognitive thought process perspective through EEG activation analysis. To this end, we developed EEG measurement tasks and scientific observation learning programs based on the UDL. The study involved 14 high school students. EEG data collection took place while students performed scientific observation tasks before and after their experience with scientific observation learning programs based on the UDL. Comparative analysis of pre & post EEG data was performed using the sLORETA analysis method. The results of the study are as follows. First, The experimental group students scored higher on the scientific observation knowledge generation in the post-task than the control group students. And the scientific observation knowledge generation scores of the students in the experimental group were further improved than control group student. Second, in the case of the theta band, activation was significantly decreased in cuneus, middle occipital gyrus, lingual gyrus, and angular gyrus during performing the post-tasks compared to performing the pre-tasks. For the alpha band, activation was significantly decreased in superior frontal gyrus, middle frontal gyrus, inferior frontal gyrus, and superior temporal gyrus during performing the post-tasks. On the other hand, the alpha band activation was increased in precuneus and angular gyrus during post-task performance. For the beta band, activation was decreased during preforming the post-tasks compared to performing the pre-tasks in superior parietal lobule, inferior parietal lobule, precuneus, angular gyrus, and postcentral gyrus. Finally, for the gamma band, when performing the post-tasks compared to performing the pre-tasks, activation was decreased in superior parietal lobule, inferior parietal lobule, precuneus, angular gyrus, postcentral gyrus, and cingulate gyrus. This result shows that scientific observation learning programs based UDL have a positive impact on cognitive thinking process performed by students performed to identify the entire and partial elements of an observation object. This cognitive thinking process included recognition of visual information, retrieval and review of long-term memory, and ascription of meaning to collected visual information, and working memory about visual information.

참고문헌 (63)

  1. Anderson, R. D., "Reforming science teaching : What research says about inquiry", Journal of Science Teacher Education, 13, pp.1~12 (2002)
  2. Ansari, D., "Bridges over troubled waters : Education and cognitive neuroscience", Trends in cognitive sciences, 10, pp.146~151 (2006)
  3. Boisgueheneuc, F. D., "Functions of the left superior frontal gyrus in humans : a lesion study", Brain, 129, pp.3315~3328 (2006)
  4. 변정호, "생물 분류와 무생물 분류과정의 두뇌 활성 비교를 통한 예비교사의 분류전략에 대한 인지적 분석", Brain, Digital, & Learning, 11(2), pp.183~197 (2021), 뇌·AI기반교육연구소[DOI]
  5. 변정호, "과학교육에서 제시하는 과학적 관찰의 의미와 과정에 대한 분석", 한국과학교육학회지, 29(5), pp.531~540 (2009), 한국과학교육학회
  6. Cabeza, R., "Imaging cognition II : An empirical review of 275 PET and fMRI studies", Journal of Cognitive Neuroscience, 12, pp.1~47 (2000)
  7. "Universal Design for Learning Guidelines version 2.2" (2018)[URL]
  8. 조은경, "초등과학 수업에서 과학적 의문생성을 위한 관찰학습 프로그램의 개발 및 적용", 생물교육, 45(1), pp.148~158 (2017), 한국생물교육학회[DOI]
  9. 조선화, "보편적 학습 설계를 적용한 초등 과학 통합수업이 통합학급 학생들의 과학 학습성취도에 미치는 영향", 특수교육학연구, 46(2), pp.51~84 (2011), 한국특수교육학회
  10. Choi, M. O., "An analytic study of children's problem solving process with Tower of Hanoi", The Korean Journal Of Developmental Psychology, 9, pp.217~228 (1996)
  11. 최수연, "VR 콘텐츠 기반 생명과학 학습에서 대학생의 두뇌 연결성 분석 - 휴지상태 fMRI의 적용 -", 생물교육, 46(1), pp.71~79 (2018), 한국생물교육학회[DOI]
  12. Compumedics, "Profusion EEG User Guide" (2002), Compumedics Limited
  13. Cummings, J. L., "The human frontal lobes; Functions and Disorders" (2007), Guilford
  14. Deppe, M., "Nonlinear responses within the medial prefrontal cortex reveal when specific implicit information influences economic decision making", Journal of Neuroimaging, 15, pp.171~182 (2005)
  15. Gazzaniga, M. S., "Cognitive neuroscience: The biology of the mind" (2002), W. W. Norton & Company
  16. Gendron, R. P., "The classification & evolution of Caminalcules", The American Biology Teacher, 62, pp.570~576 (2000)
  17. Gerlach, C., "Brain activity related to integrative process in visual object recognition : bottom-up integration and the modulatory influence of stored knowledge", Neutopsychologia, 40, pp.1254~1267 (2002)
  18. Gluck, M. A., "Learning and Memory: From Brain to Behavior" (2011), Sogmapress
  19. Hansen, L., "Brain development, structuring of learning and science education : Where are we now? a review of some recent research", International Journal of Science Education, 24, pp.343~356 (2002)
  20. Hester, R., "Avoiding another mistake : Error and posterior neural activity associated with adaptive posterior behavior change", Cognitive Affective Behavior Neuroscience, 7, pp.317~326 (2007)
  21. Huettel, S. A., "What is odd in the oddball task? : Prefrontal cortex is activated by dynamic changes in response strategy", Neuropsychologia, 42, pp.379~386 (2004)
  22. 장원형, "반구조화된 소집단 탐구 프로그램의 개발 및 적용", 과학영재교육, 12(2), pp.104~116 (2020), 한국과학영재교육학회[DOI]
  23. 정진수, "Caminalcules를 이용한 귀납적 탐구 과제 수행에서 나타난 뇌파의 상대 파워 스펙트럼 분석", 생물교육, 36(4), pp.456~467 (2008), 한국생물교육학회[DOI]
  24. 김자현, "자연관찰을 활용한 과학교육 수업이 예비유아교사의 과학에 대한 태도와 과학교수 효능감에 미치는 영향", 한국교원교육연구, 27(1), pp.149~178 (2010), 한국교원교육학회[DOI]
  25. 김민정, "생명체에 대한 관찰 활동의 전략에 따른 초등학생의 관찰 지식 생성 분석", 생물교육, 41(4), pp.657~674 (2013), 한국생물교육학회[DOI]
  26. 김소희, "발달적 산술장애(Developmental Dyscalculia)의 교육 신경과학적 특성에 대한 고찰", 학습장애연구, 9(2), pp.71~91 (2012), 한국학습장애학회[DOI]
  27. 김상수, "과학적 관찰의 이론의존성에 대한 교사와 학생의 이해 조사", 한국과학교육학회지, 30(1), pp.157~169 (2010), 한국과학교육학회
  28. 김예람, "과학적 사고전략 모형을 적용한 초등학생의 관찰, 분류 능력 향상 프로그램 개발", 한국초등교육, 26(2), pp.195~214 (2015), 초등교육연구원[DOI]
  29. 김용성, "고등학생의 생명과학 가설 생성 과정에서 배경 지식이 뇌파 활성화에 미치는 영향", 생물교육, 48(4), pp.521~534 (2020), 한국생물교육학회[DOI]
  30. 김용성, "생명과학 공통성 발견 과제 수행에서 대상의 수가 공통성 지식 생성과 뇌 활성에 미치는 영향", 과학교육연구지, 43(1), pp.157~172 (2019), 과학교육연구소[DOI]
  31. 김용성, "귀납적 탐구 학습 부진 학생을 위한 관찰 및 분류 학습 프로그램의 효과 분석: 뇌파 연구", 특수교육재활과학연구, 57(1), pp.1~23 (2018), 특수교육재활과학연구소[DOI]
  32. 정진수, "생명과학 공통성 발견 과제의 유사성에 따른 뇌 활성 차이에 관한 sLORETA 분석 연구", 생물교육, 44(3), pp.372~382 (2016), 한국생물교육학회[DOI]
  33. 김용성, "뇌 과학 이론에 기초한 지적장애학생의 관찰 교수 전략 탐색", 특수교육저널:이론과 실천, 18(2), pp.105~123 (2017), 한국특수교육문제연구소
  34. 김용성, "UDL 표상의 원리 기반 과학적 가설 학습이 저성취 학생과 일반 학생의 뇌파 활성에 미치는 영향", 특수교육재활과학연구, 58(2), pp.187~215 (2019), 특수교육재활과학연구소[DOI]
  35. 김영신, "초등학교 과학 영재아와 일반 학생의 관찰 방법과 행동 비교 연구", 생물교육, 34(4), pp.432~438 (2006), 한국생물교육학회
  36. 김용성, "보편적 학습설계 기반 과학수업이 중학생의 과학긍정 경험에 미치는 영향", 특수교육재활과학연구, 58(1), pp.49~79 (2019), 특수교육재활과학연구소[DOI]
  37. Koch, C., "The Quest for Consciousness a Neurobiological Approach" (2006), Sogmapress
  38. Korean EEG Study Group, "Techniques and Applications of EEG Analysis: From Basics to Clinicla Researches" (2017), Daehanuihak
  39. Korean Society for EEG and Neurophysiology, "Understanding and application of EEG" (2017), Hakgisa
  40. 권효진, "보편적 학습설계 기반 과학수업이 중학교 장애 및 비장애학생의 과학학업성취도에 미치는 효과", 특수교육학연구, 47(3), pp.229~259 (2012), 한국특수교육학회
  41. Seung-Hyuk Kwon, "융합 사고와 화학문제풀이 과정에서의 두뇌 활성 양상과 기능적 연결성", 대한화학회지, 60(3), pp.203~214 (2016), 대한화학회[DOI]
  42. Kwon, Y. J., "The Generation and Evaluation of Scientific Knowledge to Improve Scientific Inquiry Skills" (2011), Hakjisa
  43. 권용주, "생명현상의 관찰과 명화 감상에서 나타나는 생물교육학자들의 두뇌활성: fMRI 연구", 중등교육연구, 54(3), pp.475~502 (2006), 사범대학부속중등교육연구소
  44. 이봉우, "외국 과학교육과정의 관찰과 측정 기준 분석", 초등과학교육, 26(1), pp.87~96 (2007), 한국초등과학교육학회
  45. 이은선, "중등 예비 과학 교사의 자유 탐구 활동 중에 겪은 어려움과 인식 조사", 생물교육, 44(4), pp.763~774 (2016), 한국생물교육학회[DOI]
  46. Lee, J. K., "Neural substrates during finding target objects and observing natural phenomena: An fMRI study", Advances in Cognitive Neurodynamics ICCN 2007, pp.587~593 (2008), Springer
  47. 이경란, "보편적 학습 설계를 적용한 과학 수업의 학습 성과에 관한 구조적 관계 분석", 초등과학교육, 34(1), pp.1~14 (2015), 한국초등과학교육학회[DOI]
  48. Li, R., "Developmental maturation of the precuneus as a functional core of the default mode network", Journal of cognitive neuroscience, 31, pp.1506~1519 (2019)
  49. 2015 Revised National Science Curriculum, "Ministry of Education", Ministry of Education, ~ (2015)
  50. 5-2 Teacher’s Guides for Science, "Ministry of Education", Visang, ~ (2019)
  51. 옥민욱, "보편적 학습설계를 적용한 국내 중재 연구의 효과성 및 연구 질 논의: 아동의 학업성취도와 사회적 능력을 중심으로", 특수교육재활과학연구, 57(2), pp.19~40 (2018), 특수교육재활과학연구소[DOI]
  52. 박형민, "어플리케이션 기반 생물 관찰 기록 학습이 초등학생들의 과학 관련 태도에 미치는 영향", 초등과학교육, 39(3), pp.307~322 (2020), 한국초등과학교육학회[DOI]
  53. Pascual-Marqui, R. D., "Standardized low-resolution brain electromagnetictomography(sLORETA) : Technical details", Methods and Findings in Experimental and Clinical Pharmacology, 24, pp.5~12 (2002)
  54. Ranganath, C., "Prefrontal activity associated with working memory and episodic long-term memory", Neuropsychologia, 41, pp.378~389 (2003)
  55. Rose, D., "Teaching Every Student in the Digital Age: Universal Design for Learning" (2002), Association for Supervision and Curriculum Development
  56. Sadeh, I., "The development of dynamic inquiry performances within an open inquiry setting : A comparison to guided inquiry setting", Journal of Research in Science Teaching : The Official Journal of the National Association for Research in Science Teaching, 46, pp.1137~1160 (2009)
  57. Schultz, J., "Activation of the human superior temporal gyrus during observation of goal attribution by intentional objects", Journal of Cognitive Neuroscience, 16, pp.1695~1705 (2004)
  58. Seger, C. A., "Categorization=decision making+generalization", Neuroscience and Biobehavioral Reviews, 37, pp.1187~1200 (2013)
  59. Slotnick, S. D., "Cognitive Neuroscience of Memory" (2021), Pymate
  60. Talairach, J., "Co-planar Stereotaxicatlas of the Human Brain: Three Dimensional Proportional System" (1988), Georg Thieme
  61. Yago, E., "Recognition memory is modulated by visual similarity", NeuroImage, 31, pp.807~817 (2006)
  62. 양정은, "중학교 과학 교사의 과학 탐구 교수 지향", 대한화학회지, 64(4), pp.210~224 (2020), 대한화학회[DOI]
  63. Zhang, J. X., "Frontal activations associated with accessing and evaluating information in working memory : An fMRI study", Neuroimage, 20, pp.1531~1539 (2003)

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