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(and use) Design of computer-based visualization and animation: What theories of learning apply? ,[object Object],[object Object],[object Object]
Multiple Representations What do students see? Google Images: “DNA”
Representational Competency & Visual Literacy ,[object Object],http://www.tomorrowland.org/slime/data_visualization
Newer Developments in Educational Theory ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],New models of and for learning…
Kolodner, J. L., C. E. Hmelo, et al. (1996)  “Problem-Based Learning Meets Case-Based Reasoning” Journal of the Learning Sciences, Vol. 12, No. 4: pages 495-547. Short version:   www.cc.gatech.edu/projects/lbd/pdfs/pblcbr.pdf   ,[object Object],[object Object],[object Object]
Learning Paradigms (oversimplified) www.health-hacker.com/   Behaviorist (e.g. Skinner) vs Cognitivist vs  Constructivist
Three Paradigms? Multiple theories? How many? Which one is right?
TIP: 50+ Theories of Learning http://tip.psychology.org/theories.html   ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
tip.psychology.org -  page 2 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
So many theories…why?  What factors are important?   Do kids and adults learn differently?  Different traditions… Different methodologies… Who are these theorists?
Who is this man? “ ... People with great passions, people who accomplish great deeds, people who possess strong feelings, even people with great minds and a strong personality, rarely come out of good little boys and girls.”  from  Educational Psychology (a practical manual for teachers) http: //marxists . anu . edu .au/archive/vygotsky/ Lev Vygotsky (1926)
Knud Illeris - A Unified Concept for Theories of Learning?
Chemical Education Research Early work was based on  cognitive theories that are still evolving and remain popular. Key concept:  Working memory capacity
Alex Johnstone  Journal of Chemical Education, March 1997 Cognitive Theory:  Information Processing Model
Alex Johnstone: JCE 1983 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Organic Chem Topics After repeated attempts How many chunks?
Ed Psych & Visualization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Applied Cognitive Psychology - a Themed Issue  “Emerging Topics in Cognitive Load Research: Using Learner and Information Characteristics in the Design of Powerful Learning Environments”
New Tools for Viz - e.g. Jmol  “Virtual Museum of Minerals and Molecules” http://virtual-museum.soils.wisc.edu/displays.html
But is it truly interactive? How do students learn best with these new tools? Can learning theories help us to decide? Which one?
Google Search: “Dissolving NaCl” NCSSM:  Flash Animation from North Carolina School of Science and Mathematics
Multimedia and Animations What do students see?  Molecules? Ions? Colored balls?  Does motion create understanding? How do we know?
Google Images: “NaCl dissolving”
Are we getting somewhere? Which animation is best? How much detail? How do we know?
What do students see? http://www.ccds.charlotte.nc.us/mackenzie/Chem/
NCSSM:  www.dlt.ncssm.edu/TIGER/  and  www.dlt.ncssm.edu/core/
Does “ Cognitive Load Theory”  really work? Does it lead to better learning materials and more learning? Not everyone agrees…
“Representational Competence?” Tom Greenbowe Roy Tasker
Try “Multiple Representations!”
Google Scholar for References
Ainsworth
“ Multiple Representations”  may yield better results… What about social interactions?
Collaborative Environments chemsense.org/about/papers.html
Collaborative approaches involving teachers  (e.g.   Design-based Research)  have become common… Bell, P. L. (2004). "On the Theoretical Breadth of Design-Based Research in Education."  Educational Psychologist   39 (4): 243-253.  http://www.leaonline.com/toc/ep/39/4   ,[object Object]
Alternate Perspectives:  Philosophy of Science and Technology Studies Popper Kuhn
What’s Your Theory? Use online resources to find out. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
An unusual Gordon Conference is discussed at NSF in 2001 www.grc.org
2007 GRC Viz Speaker:  Donna Cox, NCSA & UIUC  Artist & Computer Graphics Professor www.nsf.gov/news/mmg/   Visualization by Donna Cox, Robert Patterson, Stuart Levy, Matt Hall, Alex Betts, NCSA www.artn.com/NCSA/
Mt. Holyoke 2001 Oxford 2003, 2005 + 2009? Rhode Island 2007 + 2011? http://www.grc.org
Learn More Fast - Research Journals Ed. Technology Research & Development Journal of Science, Ed & Technology British Journal of Educational Technology Technology, Pedagogy and Education Canadian J of Learning Technology Computers & Human Behavior Learning, Media & Technology Learning & Instruction Cognition & Instruction Journal of Research in Science Teaching International Journal of Science Education Applied Cognitive Psychology   Journal of the Learning Sciences Cognitive Science Liz Dorland Washington University in St. Louis [email_address]

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Visualization and Theories of Learning in Education

  • 1.
  • 2. Multiple Representations What do students see? Google Images: “DNA”
  • 3.
  • 4.
  • 5.
  • 6. Learning Paradigms (oversimplified) www.health-hacker.com/ Behaviorist (e.g. Skinner) vs Cognitivist vs Constructivist
  • 7. Three Paradigms? Multiple theories? How many? Which one is right?
  • 8.
  • 9.
  • 10. So many theories…why? What factors are important? Do kids and adults learn differently? Different traditions… Different methodologies… Who are these theorists?
  • 11. Who is this man? “ ... People with great passions, people who accomplish great deeds, people who possess strong feelings, even people with great minds and a strong personality, rarely come out of good little boys and girls.” from Educational Psychology (a practical manual for teachers) http: //marxists . anu . edu .au/archive/vygotsky/ Lev Vygotsky (1926)
  • 12. Knud Illeris - A Unified Concept for Theories of Learning?
  • 13. Chemical Education Research Early work was based on cognitive theories that are still evolving and remain popular. Key concept: Working memory capacity
  • 14. Alex Johnstone Journal of Chemical Education, March 1997 Cognitive Theory: Information Processing Model
  • 15.
  • 16.
  • 17. Applied Cognitive Psychology - a Themed Issue “Emerging Topics in Cognitive Load Research: Using Learner and Information Characteristics in the Design of Powerful Learning Environments”
  • 18. New Tools for Viz - e.g. Jmol “Virtual Museum of Minerals and Molecules” http://virtual-museum.soils.wisc.edu/displays.html
  • 19. But is it truly interactive? How do students learn best with these new tools? Can learning theories help us to decide? Which one?
  • 20. Google Search: “Dissolving NaCl” NCSSM: Flash Animation from North Carolina School of Science and Mathematics
  • 21. Multimedia and Animations What do students see? Molecules? Ions? Colored balls? Does motion create understanding? How do we know?
  • 22. Google Images: “NaCl dissolving”
  • 23. Are we getting somewhere? Which animation is best? How much detail? How do we know?
  • 24. What do students see? http://www.ccds.charlotte.nc.us/mackenzie/Chem/
  • 25. NCSSM: www.dlt.ncssm.edu/TIGER/ and www.dlt.ncssm.edu/core/
  • 26. Does “ Cognitive Load Theory” really work? Does it lead to better learning materials and more learning? Not everyone agrees…
  • 29. Google Scholar for References
  • 31. “ Multiple Representations” may yield better results… What about social interactions?
  • 33.
  • 34. Alternate Perspectives: Philosophy of Science and Technology Studies Popper Kuhn
  • 35.
  • 36. An unusual Gordon Conference is discussed at NSF in 2001 www.grc.org
  • 37. 2007 GRC Viz Speaker: Donna Cox, NCSA & UIUC Artist & Computer Graphics Professor www.nsf.gov/news/mmg/ Visualization by Donna Cox, Robert Patterson, Stuart Levy, Matt Hall, Alex Betts, NCSA www.artn.com/NCSA/
  • 38. Mt. Holyoke 2001 Oxford 2003, 2005 + 2009? Rhode Island 2007 + 2011? http://www.grc.org
  • 39. Learn More Fast - Research Journals Ed. Technology Research & Development Journal of Science, Ed & Technology British Journal of Educational Technology Technology, Pedagogy and Education Canadian J of Learning Technology Computers & Human Behavior Learning, Media & Technology Learning & Instruction Cognition & Instruction Journal of Research in Science Teaching International Journal of Science Education Applied Cognitive Psychology Journal of the Learning Sciences Cognitive Science Liz Dorland Washington University in St. Louis [email_address]