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            Wednesday afternoon
          
        
        
          GA09:
        
        
          2:20-2:30 p.m.   Investigating the Metacognitive Calibra-
        
        
          tion of Students in Introductory Courses
        
        
          Contributed – Beth A. Lindsey, Penn State Greater Allegheny, Mc Keesport,
        
        
          PA 15131-7644; 
        
        
        
          Megan L. Nagel, Penn State Greater Allegheny
        
        
          “Calibration” is an aspect of metacognition that describes how well stu-
        
        
          dents assess their own knowledge. We have been engaged in a multi-year
        
        
          project to investigate the metacognitive calibration of students enrolled in
        
        
          introductory physics and chemistry courses at a small campus of a large
        
        
          public university. When assessed at the end of the semester, we found
        
        
          a large disparity between students’ confidence in their ability to answer
        
        
          questions compared to their actual ability to provide the correct answer on
        
        
          a large number of questions that spanned the course material. We further
        
        
          investigated student calibration in a series of interviews designed to ex-
        
        
          amine which question features and student behaviors might lead students
        
        
          to assess their knowledge more accurately. Data from written questions
        
        
          and one-on-one student interviews will be presented, and the implications
        
        
          these have for future investigations into student metacognition will be
        
        
          discussed.
        
        
          GA10:
        
        
          2:30-2:40 p.m.  Identifying Blended Ontologies for Energy
        
        
          Contributed – Benjamin W. Dreyfus, University of Maryland, Department of
        
        
          Physics, College Park, MD 20742; 
        
        
        
          Ayush Gupta, Edward F. Redish, University of Maryland, College Park
        
        
          Energy is an abstract concept, but students and experts alike reason about
        
        
          energy using ontological metaphors: metaphors that indicate what kind of
        
        
          a thing energy is. These metaphors include energy as a substance (“This
        
        
          object has a lot of energy”) and energy as a vertical location (“It dropped
        
        
          down to a lower energy”). Both of these metaphors can be productive, but
        
        
          each one has its limitations. In our previous work, we have shown that
        
        
          students and experts can productively combine the substance and location
        
        
          metaphors for energy and coordinate them coherently. Here, we examine
        
        
          instances in which students are using both metaphors, and argue that,
        
        
          in some cases, students blend these two separate metaphors into a single
        
        
          ontology for energy. To determine this, we employ an integrated methodol-
        
        
          ogy, analyzing both the verbal metaphors and the gestures that the students
        
        
          use.
        
        
          GA11:
        
        
          2:40-2:50 p.m.   Exploring Blended Ontologies via
        
        
          Gestures
        
        
          Contributed – Ayush Gupta, University of Maryland, College Park, Room
        
        
          1320 Physics Building, College Park, MD 20742; 
        
        
        
          Benjamin W. Dreyfus, Edward F. Redish, University of Maryland, College
        
        
          Park
        
        
          In recent years there has been increased interest in understanding the
        
        
          ontological metaphors in play in experts’ and novices’ reasoning about en-
        
        
          ergy. By ontological metaphors we mean metaphors that indicate what kind
        
        
          of a thing energy is. These metaphors include energy as a substance (“This
        
        
          object has a lot of energy”) and energy as a vertical location (“It dropped
        
        
          down to a lower energy”). We are investigating how experts and novices
        
        
          might (or might not) coordinate and/or blend these two metaphors when
        
        
          reasoning about energy. In this talk, we will focus on how to use gestures to
        
        
          understand such ontological blending.
        
        
          GA12:
        
        
          2:50-3 p.m.   Educational Data Mining: Results from in
        
        
          Vivo Experiments to Teach Different Physics Topics
        
        
          Contributed – Daniel Sanchez-Guzman, Cicata - Legaria, Instituto Politécnico
        
        
          Nacional Legaria, Del. Miguel Hidalgo, Mexico City, Mexico; dsanchezgzm@
        
        
          gmail.com
        
        
          Alejandro Ballesteros-Roman, Cicata - Legaria, Instituto Politécnico Nacional
        
        
          Educational Data Mining (EDM) uses different algorithms for analyze re-
        
        
          sponse and behavior in the teaching-learning process, these algorithms let
        
        
          researches to analyze and classify students’ behavior or state of knowledge
        
        
          from different concepts; most of these algorithms have not been tested in
        
        
          Physics Education Research, this work presents the results obtained from
        
        
          GA06:
        
        
          1:50-2 p.m.   Do Individual Thinking Strategies
        
        
          Consistently Inform Reasoning Approaches?*
        
        
          Contributed – Mila Kryjevskaia, North Dakota State University, Department of
        
        
          Physics, Fargo, ND 58108-6050; 
        
        
        
          MacKenzie R. Stetzer, University of Maine
        
        
          This study was motivated by research findings suggesting that student
        
        
          conceptual and reasoning competence demonstrated on one task often fails
        
        
          to be exhibited on another. Even after targeted instruction, many under-
        
        
          graduate physics students fail to build reasoning chains from fundamental
        
        
          principles even though they possess the required knowledge and skills to
        
        
          do so. Instead, they often rely on a variety of intuitive reasoning strategies.
        
        
          In this study, we examined the extent to which students employ intuitive
        
        
          reasoning across multiple contexts (both related and unrelated). In addi-
        
        
          tion, we wanted to see if the tendency to use a particular class of reasoning
        
        
          approaches (e.g., intuitive or formal) may be attributed to individual stu-
        
        
          dent thinking strategies in general. Data from introductory calculus-based
        
        
          physics courses will be presented and implications for instruction will be
        
        
          discussed.
        
        
          *This work is supported in part by the National Science Foundation under Grant Nos.
        
        
          DUE-1245313, DUE-1245999, and DUE-0962805.
        
        
          GA07:
        
        
          2-2:10 p.m.   Metacognition and Epistemic Games in IPLS
        
        
          Problem Solving
        
        
          Contributed – Charles Bertram, University of Central Arkansas, Lewis Sci-
        
        
          ence Center, Conway, AR 72035-0001; 
        
        
        
          Andrew Mason, University of Central Arkansas
        
        
          A metacognitive exercise in problem solving was given to an introductory
        
        
          physics for life sciences (IPLS) class over the course of the fall 2013 and
        
        
          spring 2014 semester. The exercise featured scaffolding in the form of a
        
        
          rubric students could use to note where they struggled in a group problem
        
        
          solving effort. One of the concerns was that students who are not physics
        
        
          majors do not necessarily have the same epistemic framework as physics
        
        
          majors would for the classroom. As such, we examine written artifacts
        
        
          from the students’ reflection activities for evidence of different epistemic
        
        
          games. We also describe a comparison of written artifacts to pre-post data
        
        
          from the FCI, MPEX, and CLASS surveys.
        
        
          GA08:
        
        
          2:10-2:20 p.m.   Exploring the Role of Metacognition in
        
        
          Qualitative Reasoning*
        
        
          Contributed – Thanh K. Le, University of Maine, Orono, ME 04473-4462;
        
        
        
          MacKenzie R. Stetzer, University of Maine
        
        
          Mila Kryjevskaia, North Dakota State University
        
        
          Metacognition, the monitoring and regulation of one’s thinking, plays an
        
        
          important role in developing conceptual understanding and facilitating
        
        
          effective problem solving. To date, relatively little work has focused on the
        
        
          role of student metacognition in qualitative inferential reasoning. We have
        
        
          collected audio, video, and real-time written data in order to identify in-
        
        
          stances of socially mediated metacognition
        
        
          1
        
        
          that occur while introductory
        
        
          physics students work through qualitative problems. In particular, we use
        
        
          multi-part questions that tend to elicit inconsistencies in student reason-
        
        
          ing, even when students possess the requisite conceptual understanding.
        
        
          This work is part of a broader effort to identify methods for improving stu-
        
        
          dents learning in physics by explicitly supporting and enhancing students’
        
        
          metacognitive abilities. Preliminary findings as well as specific examples
        
        
          will be presented.
        
        
          *This work is supported in part by the National Science Foundation under Grant Nos.
        
        
          DUE-1245313, DUE-1245999, and DUE-0962805.
        
        
          1. M. Goos, P. Galbraith, & P. Renshaw, “Socially mediated metacognition: Creating
        
        
          collaborative zones of proximal development in small group problem solving,”
        
        
          Educa-
        
        
          tional Studies in Math.
        
        
          
            49
          
        
        
          (2), 193-223 (2002).