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Increasing Spatial Learning in
Formal and Informal Settings

                Nora S. Newcombe
                  Temple University
                          and
                  Spatial Intelligence
                 and Learning Center
Spatial Thinking Is Important in
Scientific Thought and Communication
High School Spatial Ability
Predicts Later Occupations
Wai, Lubinski & Benbow (2009)




                Standardized Score
Spatial Thinking Is Malleable

•  Meta-analysis shows large training effects, as well
   as durability and transfer
   –  Uttal, Meadow, Hand, Lewis, Warren, & Newcombe, under review
Improving Spatial Thinking Could
Increase Technology-Trained Workforce
Improving Spatial Thinking in Early
Informal Education
•  How should we best enhance spatial learning in children?
    –  Importance of gesture
    –  Usefulness of analogy
    –  Importance of spatial language
    –  Importance of play
      •  Puzzle play
      •  Paper folding
      •  Block play
Language in Block Play Contexts
Ferrara, Golinkoff, Hirsh-Pasek, Lam & Newcombe (2011),
Mind, Brain and Education




 Pre-assembled Play    Free Play           Guided Play
Parental Spatial Language in Four
Contexts
Ferrara, Golinkoff, Hirsh-Pasek, Lam & Newcombe (2011),
Mind, Brain and Education
           Proportion of Parental Spatial




                                0.12                             Session 1
                                        0.1

                                0.08
                    Language




                                0.06

                                0.04

                                0.02

                                            0
                                                Pre-assembled   Free Play        Guided Play   CHILDES
                                                     Play                                       Control

                                                                            Session 1
Teaching Geometric
 Shapes with Guided Play
 Fisher, Hirsh-Pasek, Newcombe & Golinkoff
 (under review)


•  Children often see
   only typical shapes
•  Showing a range of
   shapes helps,
   especially in a
   guided play context
Preschoolers Benefit from Visualization
Joh, Jaswal & Keen, 2011

•  Preschoolers asked to visualize how a ball goes through
   a tube avoid the straight down or gravity error
Improving Spatial Thinking in
Formal Education
•  Two strategies
    –  Modify the learner
    –  Modify the learning materials
•  Meta-analysis (Hoffler, 2010, Ed. Psych. Review)
    –  spatial ability plays an important role in learning from
       visualizations (mean effect size r   =  0.34)
    –  but is moderated by—at least—two compensating
       factors; learners with low spatial ability can be
       significantly supported by
       •  a dynamic visualization
       •  as well as a 3d-visualization.
Visual Representations Abound in
     Science Textbooks
•    Diagrams
•    Photographs
•    Photomicrographs
•    Flow charts
•    Tables
•    Graphs

                    1)  Would the beam still follow the same path when
                        the plates are charged?
                    2)  What happens to the beam when the plates are
                        charged?
Can We Teach High School Biology
Students to Reason Better with
Diagrams?
•  We have developed a curriculum for teaching
   diagrammatic reasoning based on teaching conventions of
   diagrams
    –  Modifying the learner
•  We then saw if we could augment this curriculum with
    –  Self-explanation
    –  Student-completed figures
      •  Visual
      •  Verbal
   –  Modifying the curriculum (and maybe the learner too)
Teaching Conventions of Diagrams
Helps
Cromley, Bergey, Fitzhugh, Newcombe, Wills, Shipley, and
Tanaka (under review)
 • Post-test of           20.0

                          18.0
 diagrammatic             16.0
 reasoning                14.0

 • Beginning of year      12.0

 achievement as           10.0                      Pre
                                                    Post
 covariate                 8.0


 • Significant time by     6.0

                           4.0
 treatment interaction     2.0

     • d = .8 treatment     .0
                                 Wkbk      Demo
     • d = .2 control
Changes in Eye Tracking
•  Workbook students increase time spent on the diagram,
   significantly more so than Demonstration students
•  Workbook students maintain time spent on naming and
   explanatory labels, whereas Demonstration students
   show significant decrease
How Do We Further Improve Student
Comprehension of Diagrams?
Cromley, Bergey, Fitzhugh, Newcombe, Wills, Shipley, and Tanaka
(under review)


•  We compared three augmented packages
    –  Self-Explanation
    –  Student-Completed Figures—Visual
    –  Student-Completed Figures—Verbal
•  Assessed effects (pre- to posttest) on
    –  Biology diagram comprehension
    –  Biology knowledge
    –  Geoscience diagram comprehension
•  Teacher-delivered in 9th grade biology classes
Self-Explanation

                   Eu-­‐Squeak-­‐a!	
  	
  If	
  there	
  are	
  four	
  off-­‐
                   spring,	
  there	
  will	
  be	
  one	
  of	
  each	
  
                   combina=on.	
  	
  But	
  what	
  will	
  the	
  
                   fiAh	
  one	
  be	
  like?
Student Completed Figures-Verbal
Student Completed Figures-Visual
Results: Biology Diagrams


   14.0

   12.0

   10.0

   8.0
                                           Series1
   6.0
                                           Series2

   4.0

    2.0

     .0

          SCF-Ver     SCF-Vis   SelfEx

          d = 0.30*      d = 0.32*       d = 0.22*
Results: Biology Knowledge

    10.0

    9.0

    8.0

     7.0

    6.0

     5.0                                  Pretest
    4.0                                   Posttest
     3.0

     2.0

     1.0

      .0

           SCF-Ver   SCF-Vis   SelfEx

     d = 0.63*        d = 0.04          d = 0.68*
Results: Geoscience Diagrams

      3.5

      3.0

      2.5

      2.0
                                          Pretest
      1.5
                                          Posttest
      1.0

       .5

       .0

            SCF-Ver   SCF-Vis   SelfEx

     d = 0.37*         d ~0              d = 0.28*
Questions?




    http://www.spatialintelligence.org

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Increase Spatial Learning in Formal and Informal Settings

  • 1. Increasing Spatial Learning in Formal and Informal Settings Nora S. Newcombe Temple University and Spatial Intelligence and Learning Center
  • 2. Spatial Thinking Is Important in Scientific Thought and Communication
  • 3. High School Spatial Ability Predicts Later Occupations Wai, Lubinski & Benbow (2009) Standardized Score
  • 4. Spatial Thinking Is Malleable •  Meta-analysis shows large training effects, as well as durability and transfer –  Uttal, Meadow, Hand, Lewis, Warren, & Newcombe, under review
  • 5. Improving Spatial Thinking Could Increase Technology-Trained Workforce
  • 6. Improving Spatial Thinking in Early Informal Education •  How should we best enhance spatial learning in children? –  Importance of gesture –  Usefulness of analogy –  Importance of spatial language –  Importance of play •  Puzzle play •  Paper folding •  Block play
  • 7. Language in Block Play Contexts Ferrara, Golinkoff, Hirsh-Pasek, Lam & Newcombe (2011), Mind, Brain and Education Pre-assembled Play Free Play Guided Play
  • 8. Parental Spatial Language in Four Contexts Ferrara, Golinkoff, Hirsh-Pasek, Lam & Newcombe (2011), Mind, Brain and Education Proportion of Parental Spatial 0.12 Session 1 0.1 0.08 Language 0.06 0.04 0.02 0 Pre-assembled Free Play Guided Play CHILDES Play Control Session 1
  • 9. Teaching Geometric Shapes with Guided Play Fisher, Hirsh-Pasek, Newcombe & Golinkoff (under review) •  Children often see only typical shapes •  Showing a range of shapes helps, especially in a guided play context
  • 10. Preschoolers Benefit from Visualization Joh, Jaswal & Keen, 2011 •  Preschoolers asked to visualize how a ball goes through a tube avoid the straight down or gravity error
  • 11. Improving Spatial Thinking in Formal Education •  Two strategies –  Modify the learner –  Modify the learning materials •  Meta-analysis (Hoffler, 2010, Ed. Psych. Review) –  spatial ability plays an important role in learning from visualizations (mean effect size r   =  0.34) –  but is moderated by—at least—two compensating factors; learners with low spatial ability can be significantly supported by •  a dynamic visualization •  as well as a 3d-visualization.
  • 12. Visual Representations Abound in Science Textbooks •  Diagrams •  Photographs •  Photomicrographs •  Flow charts •  Tables •  Graphs 1)  Would the beam still follow the same path when the plates are charged? 2)  What happens to the beam when the plates are charged?
  • 13. Can We Teach High School Biology Students to Reason Better with Diagrams? •  We have developed a curriculum for teaching diagrammatic reasoning based on teaching conventions of diagrams –  Modifying the learner •  We then saw if we could augment this curriculum with –  Self-explanation –  Student-completed figures •  Visual •  Verbal –  Modifying the curriculum (and maybe the learner too)
  • 14. Teaching Conventions of Diagrams Helps Cromley, Bergey, Fitzhugh, Newcombe, Wills, Shipley, and Tanaka (under review) • Post-test of 20.0 18.0 diagrammatic 16.0 reasoning 14.0 • Beginning of year 12.0 achievement as 10.0 Pre Post covariate 8.0 • Significant time by 6.0 4.0 treatment interaction 2.0 • d = .8 treatment .0 Wkbk Demo • d = .2 control
  • 15. Changes in Eye Tracking •  Workbook students increase time spent on the diagram, significantly more so than Demonstration students •  Workbook students maintain time spent on naming and explanatory labels, whereas Demonstration students show significant decrease
  • 16. How Do We Further Improve Student Comprehension of Diagrams? Cromley, Bergey, Fitzhugh, Newcombe, Wills, Shipley, and Tanaka (under review) •  We compared three augmented packages –  Self-Explanation –  Student-Completed Figures—Visual –  Student-Completed Figures—Verbal •  Assessed effects (pre- to posttest) on –  Biology diagram comprehension –  Biology knowledge –  Geoscience diagram comprehension •  Teacher-delivered in 9th grade biology classes
  • 17. Self-Explanation Eu-­‐Squeak-­‐a!    If  there  are  four  off-­‐ spring,  there  will  be  one  of  each   combina=on.    But  what  will  the   fiAh  one  be  like?
  • 20. Results: Biology Diagrams 14.0 12.0 10.0 8.0 Series1 6.0 Series2 4.0 2.0 .0 SCF-Ver SCF-Vis SelfEx d = 0.30* d = 0.32* d = 0.22*
  • 21. Results: Biology Knowledge 10.0 9.0 8.0 7.0 6.0 5.0 Pretest 4.0 Posttest 3.0 2.0 1.0 .0 SCF-Ver SCF-Vis SelfEx d = 0.63* d = 0.04 d = 0.68*
  • 22. Results: Geoscience Diagrams 3.5 3.0 2.5 2.0 Pretest 1.5 Posttest 1.0 .5 .0 SCF-Ver SCF-Vis SelfEx d = 0.37* d ~0 d = 0.28*
  • 23. Questions? http://www.spatialintelligence.org