메뉴 건너뛰기




Volumn 13, Issue 2, 2010, Pages 180-192

Developing simulation-based computer assisted learning to correct students' statistical misconceptions based on cognitive conflict theory, using "correlation" as an example

Author keywords

Cognitive conflict theory; Cognitive load; Dynamically linked multiple representations; Learning model; Misconception; Simulation based CAL

Indexed keywords


EID: 77954269075     PISSN: 11763647     EISSN: 14364522     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (21)

References (34)
  • 1
    • 0000966103 scopus 로고    scopus 로고
    • The functions of multiple representations
    • Ainsworth, S. (1999). The functions of multiple representations. Computers & Education, 33(2-3), 131-152.
    • (1999) Computers & Education , vol.33 , Issue.2-3 , pp. 131-152
    • Ainsworth, S.1
  • 2
    • 33646549299 scopus 로고    scopus 로고
    • DeFT: A conceptual framework for considering learning with multiple representations
    • Ainsworth, S. (2006). DeFT: A conceptual framework for considering learning with multiple representations. Learning and Instruction, 16(3), 183-198.
    • (2006) Learning and Instruction , vol.16 , Issue.3 , pp. 183-198
    • Ainsworth, S.1
  • 3
    • 36049040706 scopus 로고    scopus 로고
    • Students' misconceptions of statistical inference: A review of the empirical evidence from research on statistics education
    • Castro Sotos, A. E., Vanhoof, S., Van den Noortgate, W., & Onghena, P. (2007). Students' misconceptions of statistical inference: A review of the empirical evidence from research on statistics education. Educational Research Review, 2(2), 98-113.
    • (2007) Educational Research Review , vol.2 , Issue.2 , pp. 98-113
    • Castro Sotos, A.E.1    Vanhoof, S.2    Van den Noortgate, W.3    Onghena, P.4
  • 4
    • 0003165296 scopus 로고    scopus 로고
    • Knowledge building as a mediator of conflict in conceptual change
    • Chan, C., Burtis, J., & Bereiter, C. (1997). Knowledge building as a mediator of conflict in conceptual change. Cognition and Instruction, 15(1), 1-40.
    • (1997) Cognition and Instruction , vol.15 , Issue.1 , pp. 1-40
    • Chan, C.1    Burtis, J.2    Bereiter, C.3
  • 5
    • 0030310922 scopus 로고    scopus 로고
    • Identifying impediments to learning probability and statistics from an assessment of instructional software
    • Cohen, S., Smith, G., A., Chechile, R., Burns, G., & Tsai, F. (1996). Identifying impediments to learning probability and statistics from an assessment of instructional software. Journal Educational and Behavioral Statistics, 21(1), 35-54.
    • (1996) Journal Educational and Behavioral Statistics , vol.21 , Issue.1 , pp. 35-54
    • Cohen, S.1    Smith, G.A.2    Chechile, R.3    Burns, G.4    Tsai, F.5
  • 6
    • 77954299210 scopus 로고
    • Designing software for cognitive change: StatPlay and understanding statistics
    • WCCE 95, July 23-28, Birmingham, United Kingdom
    • Cumming, G., & Thomason, N. (1995). Designing software for cognitive change: StatPlay and understanding statistics. Paper presented at the World Conference on Computers in Education 6. WCCE 95, July 23-28, Birmingham, United Kingdom.
    • (1995) Paper presented at the World Conference on Computers in Education , vol.6
    • Cumming, G.1    Thomason, N.2
  • 7
    • 0030785458 scopus 로고    scopus 로고
    • Think-aloud approaches to cognitive assessment and the articulated thoughts in simulated situations paradigm
    • Davison, G., Vogel, R., & Coffman, S. (1997). Think-aloud approaches to cognitive assessment and the articulated thoughts in simulated situations paradigm. Journal of Consulting and Clinical Psychology, 65(6), 950-958.
    • (1997) Journal of Consulting and Clinical Psychology , vol.65 , Issue.6 , pp. 950-958
    • Davison, G.1    Vogel, R.2    Coffman, S.3
  • 8
    • 0036545219 scopus 로고    scopus 로고
    • Adults' statistical literacy: Meanings, components, responsibilities
    • Gal, I. (2002). Adults' statistical literacy: Meanings, components, responsibilities. International Statistical Review, 70(1), 1-25.
    • (2002) International Statistical Review , vol.70 , Issue.1 , pp. 1-25
    • Gal, I.1
  • 9
    • 37849034356 scopus 로고    scopus 로고
    • How students learn statistics revisited: A current review of research on teaching and learning statistics
    • Garfield, J., & Ben-Zvi, D. (2007). How students learn statistics revisited: A current review of research on teaching and learning statistics. International Statistical Review, 75(3), 372-396.
    • (2007) International Statistical Review , vol.75 , Issue.3 , pp. 372-396
    • Garfield, J.1    Ben-Zvi, D.2
  • 10
    • 0002014086 scopus 로고
    • The role of conceptual conflict in conceptual change and the design of science instruction
    • Hewson, P. W., & Hewson, M. G. A. (1984). The role of conceptual conflict in conceptual change and the design of science instruction. Instructional Science, 13(1), 1-13.
    • (1984) Instructional Science , vol.13 , Issue.1 , pp. 1-13
    • Hewson, P.W.1    Hewson, M.G.A.2
  • 12
    • 0041822447 scopus 로고    scopus 로고
    • What do we know about students' cognitive conflict in science classroom: A theoretical model of cognitive conflict process
    • January 18-21, Costa Mesa, CA
    • Lee, G., & Kwon, J. (2001). What do we know about students' cognitive conflict in science classroom: A theoretical model of cognitive conflict process. Paper presented at Annual Meeting of the Association for the Education of Teachers in Science, January 18-21, Costa Mesa, CA.
    • (2001) Paper presented at Annual Meeting of the Association for the Education of Teachers in Science
    • Lee, G.1    Kwon, J.2
  • 13
    • 0042027462 scopus 로고    scopus 로고
    • On the cognitive conflict as an instructional strategy for conceptual change: A critical appraisal
    • Limon, M. (2001). On the cognitive conflict as an instructional strategy for conceptual change: A critical appraisal. Learning and Instruction, 11(4-5), 357-380.
    • (2001) Learning and Instruction , vol.11 , Issue.4-5 , pp. 357-380
    • Limon, M.1
  • 14
    • 33947671799 scopus 로고    scopus 로고
    • Teaching in a wireless learning environment: A case study
    • Liu, T. C. (2007). Teaching in a wireless learning environment: A case study. Educational Technology & Society, 10(1), 107-123.
    • (2007) Educational Technology & Society , vol.10 , Issue.1 , pp. 107-123
    • Liu, T.C.1
  • 15
    • 77954284034 scopus 로고    scopus 로고
    • Developing two-tier diagnostic instrument for exploring students' statistical misconceptions: Take "Correlation" as the example
    • in press
    • Liu, T. C., & Lin Y. C. (in press). Developing two-tier diagnostic instrument for exploring students' statistical misconceptions: Take "Correlation" as the example. Bulletin of Educational Psychology.
    • Bulletin of Educational Psychology
    • Liu, T.C.1    Lin, Y.C.2
  • 16
    • 70349586024 scopus 로고    scopus 로고
    • Identifying misconceptions about statistical correlation and their possible causes among high school students: An exploratory study using concept mapping with interviews
    • Liu, T. C., Lin, Y. C., & Tsia, C. C. (2009). Identifying misconceptions about statistical correlation and their possible causes among high school students: An exploratory study using concept mapping with interviews. International Journal of Science & Mathematics Education, 7(4), 791-820.
    • (2009) International Journal of Science & Mathematics Education , vol.7 , Issue.4 , pp. 791-820
    • Liu, T.C.1    Lin, Y.C.2    Tsia, C.C.3
  • 17
    • 77954388106 scopus 로고    scopus 로고
    • The application of Simulation Assisted Learning Statistics (SALS) for correcting misconceptions and improving understanding of correlation
    • in press
    • Liu, T. C., Lin, Y. C., & Kinshuk. (in press). The application of Simulation Assisted Learning Statistics (SALS) for correcting misconceptions and improving understanding of correlation. Journal of Computer Assisted Learning.
    • Journal of Computer Assisted Learning
    • Liu, T.C.1    Lin, Y.C.2    Kinshuk3
  • 18
    • 0033238924 scopus 로고    scopus 로고
    • Extracting information from an animation during complex visual learning
    • Lowe, R. K. (1999). Extracting information from an animation during complex visual learning. European Journal of Psychology of Education, 14(2), 225-244.
    • (1999) European Journal of Psychology of Education , vol.14 , Issue.2 , pp. 225-244
    • Lowe, R.K.1
  • 19
    • 8744316202 scopus 로고    scopus 로고
    • Understanding conceptual change: A commentary
    • M. Limon & L. Mason (Eds.), Dordrecht: Kluwer Academic
    • Mayer, R. E. (2002). Understanding conceptual change: A commentary. In M. Limon & L. Mason (Eds.), Reconsidering conceptual change: Issues in theory and practice (pp. 101 - 111). Dordrecht: Kluwer Academic.
    • (2002) Reconsidering conceptual change: Issues in theory and practice , pp. 101-111
    • Mayer, R.E.1
  • 20
    • 0037412644 scopus 로고    scopus 로고
    • Nine ways to reduce cognitive load in multimedia learning
    • Mayer, R. E., & Moreno, R. (2003). Nine ways to reduce cognitive load in multimedia learning. Educational Psychologist, 38(1), 43-52.
    • (2003) Educational Psychologist , vol.38 , Issue.1 , pp. 43-52
    • Mayer, R.E.1    Moreno, R.2
  • 21
    • 40749086131 scopus 로고    scopus 로고
    • Principles for reducing extraneous processing in multimedia learning: Coherence, signaling, redundancy, spatial contiguity, and temporal contiguity principles
    • R. E. Mayer (Ed.), New York: Cambridge University Press
    • Mayer, R. E. (2005). Principles for reducing extraneous processing in multimedia learning: Coherence, signaling, redundancy, spatial contiguity, and temporal contiguity principles. In R. E. Mayer (Ed.), Cambridge Handbook of Multimedia Learning (pp. 183-200). New York: Cambridge University Press.
    • (2005) Cambridge Handbook of Multimedia Learning , pp. 183-200
    • Mayer, R.E.1
  • 22
    • 2142641701 scopus 로고    scopus 로고
    • Technological tools in the introductory statistics classroom: Effects on student understanding of inferential statistics
    • Meletiou-Mavrotheris, M. (2004). Technological tools in the introductory statistics classroom: Effects on student understanding of inferential statistics. International Journal of Computers for Mathematical Learning, 8(3), 265-297.
    • (2004) International Journal of Computers for Mathematical Learning , vol.8 , Issue.3 , pp. 265-297
    • Meletiou-Mavrotheris, M.1
  • 23
    • 0346744824 scopus 로고    scopus 로고
    • From verbal descriptions to graphic representations: Stability and change in students' alternative conceptions
    • Mevarech, Z. R., & Kramarsky, B. (1997). From verbal descriptions to graphic representations: Stability and change in students' alternative conceptions. Educational Studies in Mathematics, 32(3), 229-263.
    • (1997) Educational Studies in Mathematics , vol.32 , Issue.3 , pp. 229-263
    • Mevarech, Z.R.1    Kramarsky, B.2
  • 24
    • 0041758993 scopus 로고    scopus 로고
    • Using computer simulation methods to teach statistics: A review of the literature
    • Retrieved April 28, 2009, from
    • Mills, J. D. (2002). Using computer simulation methods to teach statistics: A review of the literature. Journal of Statistics Education, 10, Retrieved April 28, 2009, from http://www.amstat.org/publications/jse/v10n1/mills.html.
    • (2002) Journal of Statistics Education , vol.10
    • Mills, J.D.1
  • 25
    • 0035060866 scopus 로고    scopus 로고
    • The design and evaluation of link: A computer-based learning system for correlation
    • Morris, E. (2001). The design and evaluation of link: A computer-based learning system for correlation. British Journal of Educational Technology, 32(1), 39-52.
    • (2001) British Journal of Educational Technology , vol.32 , Issue.1 , pp. 39-52
    • Morris, E.1
  • 26
    • 30244498636 scopus 로고    scopus 로고
    • The contribution of computer-based activities to understanding statistics
    • Morris, E. J., Joiner, R., & Scanlon, E. (2002). The contribution of computer-based activities to understanding statistics. Journal of Computer Assisted Learning, 18(2), 114-124.
    • (2002) Journal of Computer Assisted Learning , vol.18 , Issue.2 , pp. 114-124
    • Morris, E.J.1    Joiner, R.2    Scanlon, E.3
  • 27
    • 38049039261 scopus 로고    scopus 로고
    • Research on statistics learning and reasoning
    • F. K. Lester (Ed.), Reston, VA: National Council of Teachers of Mathematics (NCTM)
    • Shaughnessy, J. M. (2007). Research on statistics learning and reasoning. In F. K. Lester (Ed.), The Second Handbook of Research on Mathematics (pp. 957-1010). Reston, VA: National Council of Teachers of Mathematics (NCTM).
    • (2007) The Second Handbook of Research on Mathematics , pp. 957-1010
    • Shaughnessy, J.M.1
  • 28
    • 0002432882 scopus 로고
    • A conceptual change view of learning and understanding
    • L. West & R. Hamilton (Eds.), London: Academic Press
    • Strike, K., & Posner, G. (1985). A conceptual change view of learning and understanding. In L. West & R. Hamilton (Eds.), Cognitive Structure and Conceptual Change (pp. 211-232). London: Academic Press.
    • (1985) Cognitive Structure and Conceptual Change , pp. 211-232
    • Strike, K.1    Posner, G.2
  • 30
    • 4344634874 scopus 로고    scopus 로고
    • Genetics reasoning with multiple external representations
    • Tsui, C. Y., & Treagust, D. F. (2003). Genetics reasoning with multiple external representations. Research in Science Education, 33(1), 111-135.
    • (2003) Research in Science Education , vol.33 , Issue.1 , pp. 111-135
    • Tsui, C.Y.1    Treagust, D.F.2
  • 32
    • 59049103463 scopus 로고    scopus 로고
    • How to optimize learning from animated models: A review of guidelines based on cognitive load
    • Wouters, P., Paas, F., & van Merrienboer, J. J. G. (2008). How to optimize learning from animated models: A review of guidelines based on cognitive load. Review of Educational Research, 78(3), 645-675.
    • (2008) Review of Educational Research , vol.78 , Issue.3 , pp. 645-675
    • Wouters, P.1    Paas, F.2    van Merrienboer, J.J.G.3
  • 34
    • 77954296174 scopus 로고
    • Identification of misconceptions in learning central limit theorem and evaluation of computer-based instruction as a remedial tool
    • April 18-22, California, America
    • Yu, C. H., Behrens, J. T., & Anthony, S. (1995). Identification of misconceptions in learning central limit theorem and evaluation of computer-based instruction as a remedial tool. Paper presented at the Annual Meeting of American Educational Researcher Association, April 18-22, California, America.
    • (1995) Paper presented at the Annual Meeting of American Educational Researcher Association
    • Yu, C.H.1    Behrens, J.T.2    Anthony, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.