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                            The Implications of a
                  Theoretical Framework for PER
                                   Edward F. Redish
January 7, 2013                      Oersted Lecture, AAPT New Orleans
+ The most important leg of a
    three-legged stool is the one that s missing.




                                          Observation
 Practice                                 (Experiment)
 (Engineering)




                                          Mechanism
                                          (Theory)



Oersted Lecture, AAPT New Orleans                   January 7, 2013
+
    Remember

          “It
            is also a good rule not to put
         overmuch confidence in the
         observational results that are put
         forward until they are confirmed
         by theory.”
                                    Arthur Eddington

Oersted Lecture, AAPT New Orleans                  January 7, 2013
+ What’s a
                   theoretical framework?




January 7, 2013    Oersted Lecture, AAPT New Orleans
+
    Theoretical frameworks

           When we teach physics, we focus on
           well-developed theories. These come with
           well-established models that are viewed
           as integral parts of the theory.
           At a level where we are trying to establish
           a new framework, it is useful to separate
           the “bones of the framework”
           (the basic ontological assumptions)
           from the “fleshing out of the framework”
           (models and examples)
                                    Redish, Varenna Lectures, arXiv preprint physics/0411149
                                    Redish & Smith, J. of Eng. Educ. 97, 295-307 (July 2008)
Oersted Lecture, AAPT New Orleans                                                    January 7, 2013
+
    Examples
    of theoretical frameworks
           Math
                Euclidean (plane) geometry
                The Cartesian (algebraic) geometry
           Physics
                Newtonian physics
                Quantum field theory
           Biology
                Evolution

Oersted Lecture, AAPT New Orleans                    January 7, 2013
+
        The Newtonian Framework
        Identify Objects
        Objects have: mass,
        position (vector from an origin),
        and velocity (vector)
        Interactions between objects
        (force vectors)
            Satisfy N3
        Objects respond to the vector sum
        of forces acting on them at the instant
        they feel them by changing velocity
        according to


Oersted Lecture, AAPT New Orleans                 January 7, 2013
+
    The QFT Framework
               Identify quantum fields
                   Choose irreducible representation
                   of the Lorentz group
                   (sc., vec., tens.)
                   Choose internal groups (q. nos.)
               Identify interactions among fields
                   Scalar
                   Point-like
               Generate perturbation series
               from Lagrangian / Hamiltonian
                   Sum infinite sub-sequences
                   or transform fields according to
                   relevant physics
Oersted Lecture, AAPT New Orleans                      January 7, 2013
+
    The Evolutionary Framework
               Heredity (genotype)
               Variation
               Phenotype
               Interaction with
               other organisms
                    Prey
                    Predators
                    Parasites
                    Symbiotes
               Interaction with environment
               Natural Selection + random historical input
              (at all levels from molecules to asteroids!)
Oersted Lecture, AAPT New Orleans                            January 7, 2013
+
    What good would it do us in PER
    if we had a theoretical framework?
         We tend to build our interpretation
         of student behaviors on “natural”
         or “folk models” learned from childhood.
              This is similar to the “folk models”
              of how the physical world works
              that our students bring to our classes.
         A theoretical frame can warn us
         when our generalizations of those models
         lead us astray.
              Dynamic variability and incoherence
              Importance of expectations
Oersted Lecture, AAPT New Orleans                       January 7, 2013
+ Resources Framework:
                  The
                  The basics




January 7, 2013     Oersted Lecture, AAPT New Orleans
+ What should it look like?
          We don’t want a micro    macro
          fundamental theory (from neurons).

          We want a macro-level system to guide
          phenomenological modeling. Something like
               Newton with rigid bodies
               Kirchhoff level theory of electric currents

          Draw on
               Psychology / Neuroscience
               Sociology / Anthropology
               Linguistics / Semantics
               Ethology / ...

          Establish foothold principles.
Oersted Lecture, AAPT New Orleans                            January 7, 2013
+
    Experiment 1

           I will show a list of 24 words
           for one minute.


           Try to memorize as many
           as you can.

                                            Roediger & McDermott
                                            J. Exp. Psych. 21:4 (1995)


Oersted Lecture, AAPT New Orleans                           January 7, 2013
+


     Thread                    Thimble     Bed       Rest
     Pin                       Haystack    Awake     Tired
     Eye                       Knitting    Dream     Snooze
     Sewing                    Cloth       Blanket   Doze
     Sharp                     Injection   Slumber   Snore

     Point                     Syringe     Nap       Yawn


Oersted Lecture, AAPT New Orleans                             January 7, 2013
+
    Did you have these words
    on your list?
    1.     The word “needle” was on my list
           – but not the word “sleep”
    2.     The word “sleep” was on my list
           – but not the word “needle”
    3.     Both the words “sleep” and “needle”
           were on my list.
    4.     Neither of the words “sleep” and
           “needle” were on my list.

Oersted Lecture, AAPT New Orleans                January 7, 2013
+ Memory is not veridical –
    A model of memory: Predicting the past

(a) Recalling past events
(b) Imagining future events
(c) Seeing things from
    someone else’s perspective
(d) Navigation




 From Buckner & Carroll
 Trends in Cog. Sci. 11:2 (2006)

Oersted Lecture, AAPT New Orleans            January 7, 2013
+
  Experiment 2:
  Selective attention




                                    Simons & Chabris
Oersted Lecture, AAPT New Orleans   Perception. 28:9 (1999)   January 7, 2013
+ Key cognitive principles
      1.  Memory is reconstructive and dynamic.
                     People can bring up different interpretations of what
                     they are seeing and doing quickly.

      2.  Working memory is limited.
                     At one time you can hold in your mind and manipulate
                     a small number of items (4-10).

      3.  Strong associations build chunks
          that can be manipulated as single units.
                     Clusters of elements can be compiled –
                     to appear to the user as a single unit – then unpacked.

      4.  Access to long-term memory is controlled
          by executive function.
                     The structure of how knowledge is organized
                     and accessed is critical.
Oersted Lecture, AAPT New Orleans                                              January 7, 2013
+
    The Resources Framework
           A two-level structure
                Concept knowledge (basic knowledge)
                    Compilation and chunking
                    Knowledge organization (associations)

                Executive function (knowledge about
                when to use knowledge – control structures)
                    Cultural knowledge
                    Framing
                    Epistemology

Oersted Lecture, AAPT New Orleans                           January 7, 2013
+
    Key concepts for discussing control
         Cultural knowledge
             Knowledge about what behavior is expected
             comes from a wide variety of sources.

         Framing
             The process of “choosing” a set of data in your environment
             to selectively pay attention to – equivalent to deciding what
             you expect to be important and that everything else can be
             safely ignored.

         Epistemology: Knowledge about knowledge
             What is the nature of the knowledge I am going to learn
             in this class and what is it that I need to do to learn it?
             What of the knowledge that I have is appropriate to use
             in a particular problem or situation?
Oersted Lecture, AAPT New Orleans                                     January 7, 2013
+ The cognitive/socio-cultural
  grain-size staircase
Psychohistory (N ~ 1020)


                              Broad social
Asimov                        cultures
                                      Disciplinary
                                      culture
                                               Classroom
                                               culture
               Hutchins,
               JS Brown & Duguid                       Small group
                                                       interactions
                          Lave, Suchman,                        Behavioral
                          Wenger
                                                                phenomenology
                                                                       Psychology
                                          Vygotsky                     models
                                                diSessa
                                                          Piaget            Neuroscience
 Oersted Lecture, AAPT New Orleans                                 Kandel     January 7, 2013
+ Key socio-cultural principles

      1.  Executive function controls what elements
          of the huge long-term memory store
          are activated in a particular situation.
      2.  Long-term memory contains not only concepts
          but social knowledge at multiple grain-sizes –
          expectations and interpretations of context.
      3.  The process of taking partial data, activating
          social knowledge, and controlling access
          to the long-term store is framing.
      4.  Framing is reconstructive and dynamic
          and can be labile or stable.

Oersted Lecture, AAPT New Orleans                    January 7, 2013
+
    Gak! Can we do all this?

           There are a huge number of factors
           affecting each individual’s behavior
           at each instant.
           The brain is highly dynamic, continually
           re-evaluating what knowledge it needs
           to bring to bear.
           Is it crazy to think that we can describe
           cognitive and cultural effects on the
           behavior of an individual student?

Oersted Lecture, AAPT New Orleans                      January 7, 2013
+
    Mean fields
            The behavior
            of an individual electron
            in a complex atom
            fluctuates wildly.

            There are huge
            electron-electron
            correlations.

            Yet a mean field
            approximation – averaging
            over pair correlations –
            enables us to do
            all of chemistry.
Oersted Lecture, AAPT New Orleans       January 7, 2013
+                                                         31
      Framing

      The behavior of individuals in a context
      is affected by their perception and interpretation
      of the social context in which they find
      themselves.
      That perception and interpretation acts
      as a control structure that governs
      which of their wide range of behavioral responses
      they will activate / use in a given situation.
      Framing is the interface within the individual
      between the cognitive and the socio-cultural.
Oersted Lecture, AAPT New Orleans                 January 7, 2013
+ Building the Components
    of the Resource Framework
             Conceptual knowledge
                 Phenomenological primitives (p-prims)   diSessa
                 Reasoning primitives                    Redish
                 Symbolic forms                          Sherin
                 Associational structures                Sabella
                         Mental models / schemata        Gentner, Norman
                         Coordination classes            diSessa & Sherin

             Control / Framing / Socio-Cultural
                 Epistemological                         Hammer & Elby
                 Social (one-on-one and small group)     Otero
                 Cultural scripts                        Stigler
                 Disciplinary expectations               Redish & Cooke
                 Affective responses                     Gupta


Oersted Lecture, AAPT New Orleans                                 January 7, 2013
+
                      Context and Framing




January 7, 2013       Oersted Lecture, AAPT New Orleans
+
    Examples of framings

    1.    One-step thinking:
          “The answer is obvious.
           I don’t have to worry about coherence.”
    2.    P-priming:
          “The answer is obvious.
           I don’t have to worry about mechanism”
    3.    Disciplinary framing:
          “Since it was a biological example,
           I just naturally assumed...”

Oersted Lecture, AAPT New Orleans                January 7, 2013
+
    Framing example 1: Coherence




Oersted Lecture, AAPT New Orleans   January 7, 2013
The prof drops two metal spheres,
one of ½ kg, the other of 2 kg.
They hit the ground at (almost)
exactly the same time. Which of
the following statements is true?

 1.       The force of gravity on the 2 kg weight is greater than
          the force on the ½ kg weight
 2.       The force of gravity on the 2 kg weight is less than the
          force on the ½ kg weight
 3.       The force of gravity on the 2 kg weight is the same as
          the force on the ½ kg weight.
 4.       There is not enough information to tell.
Oersted Lecture, AAPT New Orleans                         January 7, 2013
You are pulling two
                                    weights (2 kg & ½ kg)
                                    along a table
                                    with equal force.
                                    Which one would
                                    speed up faster?
     1.       The ½ kg weight
     2.       The 2 kg weight
     3.       The would speed up the same way.
     4.       There is not enough information to tell.

Oersted Lecture, AAPT New Orleans                        January 7, 2013
+
    Data: Beginning of 2nd term
    of algebra-based physics (S11)




Oersted Lecture, AAPT New Orleans
                                     January 7, 2013
+
    Data: Beginning of 2nd term
    of algebra-based physics (S11)




Oersted Lecture, AAPT New Orleans
                                     January 7, 2013
+
        Implication:

        Many students often exhibit one-step thinking
        and fail to call on knowledge that they know
        perfectly well even when that knowledge would be
        highly appropriate.
        This is likely associated with a “mean field” brought
        from school testing experience: Each question is
        independent and should be approached anew.
        Getting them to change their approach may not be
        easy. (epistemological misconception)
Oersted Lecture, AAPT New Orleans                     January 7, 2013
+
    Framing example 2: Tutorials
        Tutorials are research-based worksheets
        done in small groups.
        Students are guided through expressing
        their own ideas, comparing them with
        observations and reasoning qualitatively.
        The critical component of the environment
        is independent small group discussion,
        lightly facilitated by an instructor.
                         L. C. McDermott, et al., Tutorials In Introductory Physics (Prentice Hall, 1998)
                         M. Wittmann, R. Steinberg, E. Redish, Activity-Based Tutorials (Wiley, 2003)
                         A. Elby et al., Open Source Tutorials (UMd, 2008).


Oersted Lecture, AAPT New Orleans                                                               January 7, 2013
+
    Mechanism
        In our first tutorial of the year,
        students are asked to analyze speed.
        Paper tapes are made beforehand by a machine
        tapping at regular intervals (6 times/sec).
        A cart attached to the tape slowly accelerates
        down a long ramp.




Oersted Lecture, AAPT New Orleans                 January 7, 2013
+
    The task

           Each group of students is given
           4 tapes containing 6 dots and asked
           “Which tape took the longest time
           to make?”




Oersted Lecture, AAPT New Orleans                January 7, 2013
+ The result




Oersted Lecture, AAPT New Orleans
                                    B. Frank, PhD Dissertation, U. of Maryland, 2010   January 7, 2013
+ A few minutes later




Oersted Lecture, AAPT New Orleans   January 7, 2013
+ Implication
    In their first look, the students activated a common reasoning
    primitive – “more is more”. They framed the task as
    answer-making: that the result could be found directly
    and did not require considering the mechanism of the process .

    A few minutes later, in a new context, they quickly and easily reframed
    the task as sense-making; one that required thinking carefully
    about the mechanism.

    Many students brought a “mean field” expectation that if a question
    at the beginning of a lesson sounded easy, it probably was,
    and therefore did not require careful thought.

    Appropriate cuing was, however, able to shift many students quickly
    and easily into a “consider the mechanism” frame –
    one that they had in their toolkit and were competent to use.


Oersted Lecture, AAPT New Orleans                                    January 7, 2013
+ Framing example 3:
  A chemistry “misconception”
      A critical biochemical process is the hydrolyzation of ATP.
      This is the primary reaction that delivers energy in biological systems.
      Students in both chemistry and biology have trouble seeing a “bound state”
      has negative energy and that energy is released by going from a weakly
      to a strongly bound state.
      We propose that physics can help by connecting a better understanding
      of potential energy to chemical processes.
      In chemistry it is often identified as a “misconception” that students assume
      “energy is stored in the ATP bond” whereas really the energy comes from
      going from the weaker ATP bond to the stronger OH-P bond.




    Oersted Lecture, AAPT New Orleans                                        January 7, 2013
+ A question from
     chemistry-education research
     An O-P bond in ATP is referred to as a "high energy
     phosphate bond" because: (choose all correct ans.)
     A.         The bond is a particularly stable bond.
     B.         The bond is a relatively weak bond.
     C.         Breaking the bond releases a significant
                quantity of energy.
     D.         A relatively small quantity of energy
                is required to break the bond.
                                                        W. C. Galley, J. Chem. Ed.,
                                                        81:4 (2004) 523-525.
                                    A   32%   41%
                                    B   47%   31%
                                    C   79%   87%
Oersted Lecture, AAPT New Orleans                                      January 7, 2013
                                    D   26%    7%
I put that when the bond's broken that energy is
 released. Even though I know, if I really think
 about it, that...you always need to put energy
 in,...to break a bond. Yeah, but -- I guess that's
 the difference between how a biologist is trained
 to think, in like a larger context and how
 physicists just focus on sort of one little thing. ...
 I answered that it releases energy, but it
 releases energy because when an interaction              It may not
 with other molecules, like water primarily, and          be a miscon-
 then it creates like an inorganic phosphate              ception.
 molecule that...is much more stable than the
                                                          It may be
 original ATP molecule.... I was thinking that [in
                                                          a framing
                                                          issue.
 the] larger context of this reaction [it] releases
 energy.
+
 Gregor sees both as right – and has good reasons
 for his claim. In a biological framing, it is entirely
 natural to view it this way.
                                               B. Dreyfus, et al. PERC 2012.
Oersted Lecture, AAPT New Orleans                                  January 7, 2013
+
    Implication
          About 1/3 of the students said both
          “the bond is weak” and “the bond releases
          a lot of energy”.
          The researchers (physicists and chemists!) isolated
          the reactants, foregrounding the two interacting
          molecules;
          some of the bio students assumed a real-world
          context, backgrounding the water.
          Different disciplinary backgrounds between the
          instructors and the student led to a “mean field”
          conflict, leading the instructors to misinterpret the
          meaning of some of the students’ errors.
Oersted Lecture, AAPT New Orleans                                 January 7, 2013
+
      The take-away message
      Understanding student errors is necessary
      but not sufficient: Context is critical
           Student responses don’t simply represent activations
           of their stored knowledge. They are dynamically created
           in response to their perception of the task
           and what’s appropriate.
           The (often unconscious) choices they make
           may be determined by social and cultural experience
           (expectations and framing).
      Despite the fact that each student responds
      complexly and independently, common patterns
      of expectations can found. These can be used
      to create lessons that cue appropriate framings.
Oersted Lecture, AAPT New Orleans                                January 7, 2013
+ Implications for teachers
                    and PER researchers




January 7, 2013     Oersted Lecture, AAPT New Orleans
+
    Keywords!

           Constructivism!
                Knowledge the students bring
                into the class matters!
           Dynamic!
                Students are continually evaluating what
                knowledge they should be using!
           Framing!
                Expectations matter a lot!

Oersted Lecture, AAPT New Orleans                          January 7, 2013
+
    Implications for researchers
    and teachers
           Keep in mind that there can be many
           different reasons why a student gives
           a particular answer to a test / interview question.
                Conceptual error in a mental model
                Error in framing – not calling on a coherent schema

           We need to get feedback from students
                But they may not be aware of their thinking processes.
                Look for feedback beyond “explain your
                reasoning” (which might be an ex-post facto construct).
                    Language choice
                    Gestures
Oersted Lecture, AAPT New Orleans                               January 7, 2013
+
    Advice for teachers
           Our goal should go beyond getting
           students able to generate
           correct answers to narrow
           (and often highly cued) answers.
                This is not a good proxy for deep learning.

           We need to look for building coherent
           thinking and learning, not just the
           knowledge of physics but how and
           when to access and use it.
Oersted Lecture, AAPT New Orleans   Redish & Hammer, Am. J. Phys.,77 (2009) 629-642.
                                                                             January 7, 2013
+
                      Thanks!




January 7, 2013       Oersted Lecture, AAPT New Orleans
+
    To Ginny

           Who has always
           been there for me.




Oersted Lecture, AAPT New Orleans   January 7, 2013
+
    Teachers and mentors
    no longer with us




John Wheeler
                           Felix Villars
                                           Arnold Arons
                                                          Len Jossem
                                                                       Bob Fuller



Oersted Lecture, AAPT New Orleans                                        January 7, 2013
Many thanks to friends and colleagues
+      who have taught me so much about education
Saalih Allie                  Noah Finkelstein    Priscilla Laws      Vashti Sawtelle
Leslie Atkins                 Brian Frank         John Layman         Rachel Scherr
Lei Bao                       Ben Geller          Cedric Linder       Karl Smith
Chris Bauer                   Renee-Michelle      Rebecca Lippmann-   David Sokoloff
                                                     Kung
Tom Bing                         Goertzen                             Richard Steinberg
                                                  Laura Lising
Eric Brewe                    Paul Gresser        David May           Julia Svoboda
Janet Coffey                  Ayush Gupta         Tim McCaskey        Edwin Taylor
Luke Conlin                   Kristi Hall-Burke   Lillian McDermott   Ron Thornton
Todd Cooke                    David Hammer        Dawn Meredith
                                                                      Jonathan Tuminaro
Pat Cooney                    Pat & Ken Heller    Jose Mestre
                                                                      Chandra Turpen
Melanie Cooper                David Hestenes      Charlie Misner
                                                  Kimberly Moore      Emily van Zee
Catherine Crouch              Apriel Hodari                           Stamatis Vokos
                                                  Valerie Otero
Brian Danielak                Paul Hutchison                          Jessica Watkins
                                                  Fred Reif
Andy diSessa                  Beth Hufnagel       Jen Richards        Jack Wilson
Ben Dreyfus                   Ian Johnston        Rosemary Russ       Michael Wittmann
Dewey Dykstra                 Mike Klymkowsky     Mel Sabella         Royce Zia
Andy Elby                     Mattie Lau          Jeff Saul
                                                                      Dean Zollman
Oersted Lecture, AAPT New Orleans
                                             ... and to all my students!       January 7, 2013

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The implications of a theoretical framework for physics education research

  • 1. + The Implications of a Theoretical Framework for PER Edward F. Redish January 7, 2013 Oersted Lecture, AAPT New Orleans
  • 2. + The most important leg of a three-legged stool is the one that s missing. Observation Practice (Experiment) (Engineering) Mechanism (Theory) Oersted Lecture, AAPT New Orleans January 7, 2013
  • 3. + Remember   “It is also a good rule not to put overmuch confidence in the observational results that are put forward until they are confirmed by theory.” Arthur Eddington Oersted Lecture, AAPT New Orleans January 7, 2013
  • 4. + What’s a theoretical framework? January 7, 2013 Oersted Lecture, AAPT New Orleans
  • 5. + Theoretical frameworks   When we teach physics, we focus on well-developed theories. These come with well-established models that are viewed as integral parts of the theory.   At a level where we are trying to establish a new framework, it is useful to separate the “bones of the framework” (the basic ontological assumptions) from the “fleshing out of the framework” (models and examples) Redish, Varenna Lectures, arXiv preprint physics/0411149 Redish & Smith, J. of Eng. Educ. 97, 295-307 (July 2008) Oersted Lecture, AAPT New Orleans January 7, 2013
  • 6. + Examples of theoretical frameworks   Math   Euclidean (plane) geometry   The Cartesian (algebraic) geometry   Physics   Newtonian physics   Quantum field theory   Biology   Evolution Oersted Lecture, AAPT New Orleans January 7, 2013
  • 7. + The Newtonian Framework   Identify Objects   Objects have: mass, position (vector from an origin), and velocity (vector)   Interactions between objects (force vectors)   Satisfy N3   Objects respond to the vector sum of forces acting on them at the instant they feel them by changing velocity according to Oersted Lecture, AAPT New Orleans January 7, 2013
  • 8. + The QFT Framework   Identify quantum fields   Choose irreducible representation of the Lorentz group (sc., vec., tens.)   Choose internal groups (q. nos.)   Identify interactions among fields   Scalar   Point-like   Generate perturbation series from Lagrangian / Hamiltonian   Sum infinite sub-sequences or transform fields according to relevant physics Oersted Lecture, AAPT New Orleans January 7, 2013
  • 9. + The Evolutionary Framework   Heredity (genotype)   Variation   Phenotype   Interaction with other organisms   Prey   Predators   Parasites   Symbiotes   Interaction with environment   Natural Selection + random historical input (at all levels from molecules to asteroids!) Oersted Lecture, AAPT New Orleans January 7, 2013
  • 10. + What good would it do us in PER if we had a theoretical framework?   We tend to build our interpretation of student behaviors on “natural” or “folk models” learned from childhood.   This is similar to the “folk models” of how the physical world works that our students bring to our classes.   A theoretical frame can warn us when our generalizations of those models lead us astray.   Dynamic variability and incoherence   Importance of expectations Oersted Lecture, AAPT New Orleans January 7, 2013
  • 11. + Resources Framework: The The basics January 7, 2013 Oersted Lecture, AAPT New Orleans
  • 12. + What should it look like?   We don’t want a micro macro fundamental theory (from neurons).   We want a macro-level system to guide phenomenological modeling. Something like   Newton with rigid bodies   Kirchhoff level theory of electric currents   Draw on   Psychology / Neuroscience   Sociology / Anthropology   Linguistics / Semantics   Ethology / ...   Establish foothold principles. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 13. + Experiment 1   I will show a list of 24 words for one minute.   Try to memorize as many as you can. Roediger & McDermott J. Exp. Psych. 21:4 (1995) Oersted Lecture, AAPT New Orleans January 7, 2013
  • 14. + Thread Thimble Bed Rest Pin Haystack Awake Tired Eye Knitting Dream Snooze Sewing Cloth Blanket Doze Sharp Injection Slumber Snore Point Syringe Nap Yawn Oersted Lecture, AAPT New Orleans January 7, 2013
  • 15. + Did you have these words on your list? 1.  The word “needle” was on my list – but not the word “sleep” 2.  The word “sleep” was on my list – but not the word “needle” 3.  Both the words “sleep” and “needle” were on my list. 4.  Neither of the words “sleep” and “needle” were on my list. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 16. + Memory is not veridical – A model of memory: Predicting the past (a) Recalling past events (b) Imagining future events (c) Seeing things from someone else’s perspective (d) Navigation From Buckner & Carroll Trends in Cog. Sci. 11:2 (2006) Oersted Lecture, AAPT New Orleans January 7, 2013
  • 17. + Experiment 2: Selective attention Simons & Chabris Oersted Lecture, AAPT New Orleans Perception. 28:9 (1999) January 7, 2013
  • 18. + Key cognitive principles 1.  Memory is reconstructive and dynamic.   People can bring up different interpretations of what they are seeing and doing quickly. 2.  Working memory is limited.   At one time you can hold in your mind and manipulate a small number of items (4-10). 3.  Strong associations build chunks that can be manipulated as single units.   Clusters of elements can be compiled – to appear to the user as a single unit – then unpacked. 4.  Access to long-term memory is controlled by executive function.   The structure of how knowledge is organized and accessed is critical. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 19. + The Resources Framework   A two-level structure   Concept knowledge (basic knowledge)   Compilation and chunking   Knowledge organization (associations)   Executive function (knowledge about when to use knowledge – control structures)   Cultural knowledge   Framing   Epistemology Oersted Lecture, AAPT New Orleans January 7, 2013
  • 20. + Key concepts for discussing control   Cultural knowledge   Knowledge about what behavior is expected comes from a wide variety of sources.   Framing   The process of “choosing” a set of data in your environment to selectively pay attention to – equivalent to deciding what you expect to be important and that everything else can be safely ignored.   Epistemology: Knowledge about knowledge   What is the nature of the knowledge I am going to learn in this class and what is it that I need to do to learn it?   What of the knowledge that I have is appropriate to use in a particular problem or situation? Oersted Lecture, AAPT New Orleans January 7, 2013
  • 21. + The cognitive/socio-cultural grain-size staircase Psychohistory (N ~ 1020) Broad social Asimov cultures Disciplinary culture Classroom culture Hutchins, JS Brown & Duguid Small group interactions Lave, Suchman, Behavioral Wenger phenomenology Psychology Vygotsky models diSessa Piaget Neuroscience Oersted Lecture, AAPT New Orleans Kandel January 7, 2013
  • 22. + Key socio-cultural principles 1.  Executive function controls what elements of the huge long-term memory store are activated in a particular situation. 2.  Long-term memory contains not only concepts but social knowledge at multiple grain-sizes – expectations and interpretations of context. 3.  The process of taking partial data, activating social knowledge, and controlling access to the long-term store is framing. 4.  Framing is reconstructive and dynamic and can be labile or stable. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 23. + Gak! Can we do all this?   There are a huge number of factors affecting each individual’s behavior at each instant.   The brain is highly dynamic, continually re-evaluating what knowledge it needs to bring to bear.   Is it crazy to think that we can describe cognitive and cultural effects on the behavior of an individual student? Oersted Lecture, AAPT New Orleans January 7, 2013
  • 24. + Mean fields   The behavior of an individual electron in a complex atom fluctuates wildly.   There are huge electron-electron correlations.   Yet a mean field approximation – averaging over pair correlations – enables us to do all of chemistry. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 25. + 31 Framing   The behavior of individuals in a context is affected by their perception and interpretation of the social context in which they find themselves.   That perception and interpretation acts as a control structure that governs which of their wide range of behavioral responses they will activate / use in a given situation.   Framing is the interface within the individual between the cognitive and the socio-cultural. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 26. + Building the Components of the Resource Framework   Conceptual knowledge   Phenomenological primitives (p-prims) diSessa   Reasoning primitives Redish   Symbolic forms Sherin   Associational structures Sabella   Mental models / schemata Gentner, Norman   Coordination classes diSessa & Sherin   Control / Framing / Socio-Cultural   Epistemological Hammer & Elby   Social (one-on-one and small group) Otero   Cultural scripts Stigler   Disciplinary expectations Redish & Cooke   Affective responses Gupta Oersted Lecture, AAPT New Orleans January 7, 2013
  • 27. + Context and Framing January 7, 2013 Oersted Lecture, AAPT New Orleans
  • 28. + Examples of framings 1.  One-step thinking: “The answer is obvious. I don’t have to worry about coherence.” 2.  P-priming: “The answer is obvious. I don’t have to worry about mechanism” 3.  Disciplinary framing: “Since it was a biological example, I just naturally assumed...” Oersted Lecture, AAPT New Orleans January 7, 2013
  • 29. + Framing example 1: Coherence Oersted Lecture, AAPT New Orleans January 7, 2013
  • 30. The prof drops two metal spheres, one of ½ kg, the other of 2 kg. They hit the ground at (almost) exactly the same time. Which of the following statements is true? 1.  The force of gravity on the 2 kg weight is greater than the force on the ½ kg weight 2.  The force of gravity on the 2 kg weight is less than the force on the ½ kg weight 3.  The force of gravity on the 2 kg weight is the same as the force on the ½ kg weight. 4.  There is not enough information to tell. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 31. You are pulling two weights (2 kg & ½ kg) along a table with equal force. Which one would speed up faster? 1.  The ½ kg weight 2.  The 2 kg weight 3.  The would speed up the same way. 4.  There is not enough information to tell. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 32. + Data: Beginning of 2nd term of algebra-based physics (S11) Oersted Lecture, AAPT New Orleans January 7, 2013
  • 33. + Data: Beginning of 2nd term of algebra-based physics (S11) Oersted Lecture, AAPT New Orleans January 7, 2013
  • 34. + Implication:   Many students often exhibit one-step thinking and fail to call on knowledge that they know perfectly well even when that knowledge would be highly appropriate.   This is likely associated with a “mean field” brought from school testing experience: Each question is independent and should be approached anew.   Getting them to change their approach may not be easy. (epistemological misconception) Oersted Lecture, AAPT New Orleans January 7, 2013
  • 35. + Framing example 2: Tutorials   Tutorials are research-based worksheets done in small groups.   Students are guided through expressing their own ideas, comparing them with observations and reasoning qualitatively.   The critical component of the environment is independent small group discussion, lightly facilitated by an instructor. L. C. McDermott, et al., Tutorials In Introductory Physics (Prentice Hall, 1998) M. Wittmann, R. Steinberg, E. Redish, Activity-Based Tutorials (Wiley, 2003) A. Elby et al., Open Source Tutorials (UMd, 2008). Oersted Lecture, AAPT New Orleans January 7, 2013
  • 36. + Mechanism   In our first tutorial of the year, students are asked to analyze speed.   Paper tapes are made beforehand by a machine tapping at regular intervals (6 times/sec). A cart attached to the tape slowly accelerates down a long ramp. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 37. + The task   Each group of students is given 4 tapes containing 6 dots and asked “Which tape took the longest time to make?” Oersted Lecture, AAPT New Orleans January 7, 2013
  • 38. + The result Oersted Lecture, AAPT New Orleans B. Frank, PhD Dissertation, U. of Maryland, 2010 January 7, 2013
  • 39. + A few minutes later Oersted Lecture, AAPT New Orleans January 7, 2013
  • 40. + Implication   In their first look, the students activated a common reasoning primitive – “more is more”. They framed the task as answer-making: that the result could be found directly and did not require considering the mechanism of the process .   A few minutes later, in a new context, they quickly and easily reframed the task as sense-making; one that required thinking carefully about the mechanism.   Many students brought a “mean field” expectation that if a question at the beginning of a lesson sounded easy, it probably was, and therefore did not require careful thought.   Appropriate cuing was, however, able to shift many students quickly and easily into a “consider the mechanism” frame – one that they had in their toolkit and were competent to use. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 41. + Framing example 3: A chemistry “misconception”   A critical biochemical process is the hydrolyzation of ATP. This is the primary reaction that delivers energy in biological systems.   Students in both chemistry and biology have trouble seeing a “bound state” has negative energy and that energy is released by going from a weakly to a strongly bound state.   We propose that physics can help by connecting a better understanding of potential energy to chemical processes.   In chemistry it is often identified as a “misconception” that students assume “energy is stored in the ATP bond” whereas really the energy comes from going from the weaker ATP bond to the stronger OH-P bond. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 42. + A question from chemistry-education research An O-P bond in ATP is referred to as a "high energy phosphate bond" because: (choose all correct ans.) A.  The bond is a particularly stable bond. B.  The bond is a relatively weak bond. C.  Breaking the bond releases a significant quantity of energy. D.  A relatively small quantity of energy is required to break the bond. W. C. Galley, J. Chem. Ed., 81:4 (2004) 523-525. A 32% 41% B 47% 31% C 79% 87% Oersted Lecture, AAPT New Orleans January 7, 2013 D 26% 7%
  • 43. I put that when the bond's broken that energy is released. Even though I know, if I really think about it, that...you always need to put energy in,...to break a bond. Yeah, but -- I guess that's the difference between how a biologist is trained to think, in like a larger context and how physicists just focus on sort of one little thing. ... I answered that it releases energy, but it releases energy because when an interaction It may not with other molecules, like water primarily, and be a miscon- then it creates like an inorganic phosphate ception. molecule that...is much more stable than the It may be original ATP molecule.... I was thinking that [in a framing issue. the] larger context of this reaction [it] releases energy. + Gregor sees both as right – and has good reasons for his claim. In a biological framing, it is entirely natural to view it this way. B. Dreyfus, et al. PERC 2012. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 44. + Implication   About 1/3 of the students said both “the bond is weak” and “the bond releases a lot of energy”.   The researchers (physicists and chemists!) isolated the reactants, foregrounding the two interacting molecules;   some of the bio students assumed a real-world context, backgrounding the water.   Different disciplinary backgrounds between the instructors and the student led to a “mean field” conflict, leading the instructors to misinterpret the meaning of some of the students’ errors. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 45. + The take-away message   Understanding student errors is necessary but not sufficient: Context is critical   Student responses don’t simply represent activations of their stored knowledge. They are dynamically created in response to their perception of the task and what’s appropriate.   The (often unconscious) choices they make may be determined by social and cultural experience (expectations and framing).   Despite the fact that each student responds complexly and independently, common patterns of expectations can found. These can be used to create lessons that cue appropriate framings. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 46. + Implications for teachers and PER researchers January 7, 2013 Oersted Lecture, AAPT New Orleans
  • 47. + Keywords!   Constructivism!   Knowledge the students bring into the class matters!   Dynamic!   Students are continually evaluating what knowledge they should be using!   Framing!   Expectations matter a lot! Oersted Lecture, AAPT New Orleans January 7, 2013
  • 48. + Implications for researchers and teachers   Keep in mind that there can be many different reasons why a student gives a particular answer to a test / interview question.   Conceptual error in a mental model   Error in framing – not calling on a coherent schema   We need to get feedback from students   But they may not be aware of their thinking processes.   Look for feedback beyond “explain your reasoning” (which might be an ex-post facto construct).   Language choice   Gestures Oersted Lecture, AAPT New Orleans January 7, 2013
  • 49. + Advice for teachers   Our goal should go beyond getting students able to generate correct answers to narrow (and often highly cued) answers.   This is not a good proxy for deep learning.   We need to look for building coherent thinking and learning, not just the knowledge of physics but how and when to access and use it. Oersted Lecture, AAPT New Orleans Redish & Hammer, Am. J. Phys.,77 (2009) 629-642. January 7, 2013
  • 50. + Thanks! January 7, 2013 Oersted Lecture, AAPT New Orleans
  • 51. + To Ginny   Who has always been there for me. Oersted Lecture, AAPT New Orleans January 7, 2013
  • 52. + Teachers and mentors no longer with us John Wheeler Felix Villars Arnold Arons Len Jossem Bob Fuller Oersted Lecture, AAPT New Orleans January 7, 2013
  • 53. Many thanks to friends and colleagues + who have taught me so much about education Saalih Allie Noah Finkelstein Priscilla Laws Vashti Sawtelle Leslie Atkins Brian Frank John Layman Rachel Scherr Lei Bao Ben Geller Cedric Linder Karl Smith Chris Bauer Renee-Michelle Rebecca Lippmann- David Sokoloff Kung Tom Bing Goertzen Richard Steinberg Laura Lising Eric Brewe Paul Gresser David May Julia Svoboda Janet Coffey Ayush Gupta Tim McCaskey Edwin Taylor Luke Conlin Kristi Hall-Burke Lillian McDermott Ron Thornton Todd Cooke David Hammer Dawn Meredith Jonathan Tuminaro Pat Cooney Pat & Ken Heller Jose Mestre Chandra Turpen Melanie Cooper David Hestenes Charlie Misner Kimberly Moore Emily van Zee Catherine Crouch Apriel Hodari Stamatis Vokos Valerie Otero Brian Danielak Paul Hutchison Jessica Watkins Fred Reif Andy diSessa Beth Hufnagel Jen Richards Jack Wilson Ben Dreyfus Ian Johnston Rosemary Russ Michael Wittmann Dewey Dykstra Mike Klymkowsky Mel Sabella Royce Zia Andy Elby Mattie Lau Jeff Saul Dean Zollman Oersted Lecture, AAPT New Orleans ... and to all my students! January 7, 2013