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Exploring Interactivity, Dimensionality and Assessment in a Diagnostic Interactive Prototype for Visualizing Molecular Geometry and Polarity Barbara L. Gonzalez, CSUF Elizabeth Dorland, WUSL Robin Heyden, Consultant Matthew Radcliff, Paignton Pictures California State University Fullerton Department of Chemistry and Biochemistry Project Goals • Design principles for developing animations that promote optimal use of interactivity and learners’ ability to mentally transform between two- and three-dimensional representations of structure. • Development of instruments to assess student understanding of center of symmetry, molecular geometry, polarity of bonds, and polarity of molecules. • Process for the development of animations and assessment instruments based on design principles from the research literature informed by controlled studies in classroom settings. Visualization • Visual-Spatial – Ability to mentally manipulate images in three dimensions • • (Coleman and Gotch, 1998) Spatial visualization – Ability to recognize, retain and recall an object when it or parts of it are moved • Spatial orientation – Ability to remain unconfused by changes in the orientation of an object • • (Bodner and Guay, 1997) Imagery – – Ability to elicit a visual representation of a mental model (Gabel,1999; Mathewson, 1999) Visualization and Chemistry • Visual-spatial skills develop from birth and improve with practice – (Lord, 1985; Kosslyn, Margolin, Barrett, Goldknopf and Daly, 1990) • Spatial-perceptual skills are related to performance in a chemistry course and males tend to have better skills in subjects such as science – (Bodner and Domin, in press; Carter, LaRussa, and Bodner, 1987; Coleman and Gotch, 1998) • Misconceptions Molecular Geometry and Polarity – Bilateral-spatial, Electronegativity, VSEPR – (Furio, Calatayud, Barcenas & Padilla, 200; Meyer, 2005 and Wang, 2007) Animation • Multimedia Learning Theory – Contiguity, coherence, modality and redundancy (Mayer & Moreno, 2007; Tversky & Morrison, 2002; Mayer, 2003; and Mayer & Reed, 2006) • Animations in Chemistry – Order effects and achievement (Sanger 2001; Tasker et al., 2003; and Williamson, 1995) Assessment Study Setting • Location • • • • • Southern California, USA Comprehensive university awards BA, BS, MA, MS degrees 59% Female Mean age 21 years Minority Serving Institution • Subjects (n = 228) • Introductory Chemistry • General Chemistry 1 • REU and HHMI research students – Most completed organic chemistry – Most REU from other universities • Duration – Fall 2007 to Summer 2009 CHEM115 n = 158 CHEM120A n = 65 REU n= 6 Assessment Study Design • Quantitative Study Group CHEM 120A CHEM 115 REU TOTAL Term Pre-Test Treatment F2007-S2008 Quiz 9 Instruction F2008-S2009 Instruction Summer 2009 Online Visualization Post-Test Quiz 10 Final Exa m Online Subjects n = 65 n = 157 n=6 n = 228 • Qualitative Study Group Pre-Test CHEM 120A Written Explanations CHEM 115 Treatment Instruction REU Visualization Interview TOTAL Online Interview Instruction Post-Test Written Explanations Written Explanations Online Interview Subjects n = 65 n = 157 n=6 n = 228 Assessment Research Questions • Does the frequency of target misconceptions vary by course and pre-/post- instruction? – Symmetry as solely a two-dimensional phenonmenon – Polarity of individual bonds synonymous with molecular polarity – Incorrect application of VSEPR lone pairs to polarity • Is there an association between ability to correctly identify an asymmetric electron distribution in a molecule with the presence or absence of the three target misconceptions? • Will the assessment items contribute to a database of items appropriate for use for animation prototype for visualization of molecular geometry and polarity? Assessment Instruments • CHEM 115 Final Exam • CHEM 120A Post Instruction Quiz • REU Post Animation Online Assessment For the following, circle the letter of any that have an asymmetric distribution in the chemical bond (i.e., a polar bond). Explain. A B C D H S H S H PS H F H F H H S H H H S S H H Cl HH SS HH S H S H H Cl S H H H O S HH O ClH SS HH B C H HH SS HH H S HH HHSS H S HH H S H S H Cl H S Cl H H S H F F HH SS F H H H S S HH H HHH S HHSH SSHH S HHHHHH SSS HHH SH Sample Responses •CHEM 120A Post Instruction Quiz Misconception Bond Polarity as Molecular Polarity •REU Post Animation Online Assessment Misconception Bond Polarity as Molecular Polarity S: I still think it’s asymmetrical because… boron is more electronegative than H so it’s going to pull electrons toward itself. R: OK. So can you determine in that molecule a line or plane that separates the negative from the positive charge? S: Mm…. Not sure. Online PreTest Diagnostic Interactive Online Post Animation Evaluation 1 EvDirMGP1 Indicate your level of agreement with the following statement: The online lesson that I just completed had directions that were easy to understand and follow. No opinion Strongly Disagree Disagree Agree Strongly Agree 4 EvSbjMGP1 Indicate your level of agreement with the following statement: The online lesson that I just completed helped me to learn about molecular structure. No opinion Strongly Disagree Disagree Agree Strongly Agree 5 EvBstMGP1 What aspects of the online lesson that you just completed did you like the best? 6 EvChgMGP1 What changes would you make to the online lesson that you just completed to make it better? Asymmetric Molecule Determination and Misconceptions Conclusions Assessment Item Studies • Misconception Lone Pair as Molecular Polarity is most frequent in all courses • Frequencies of Symmetry as 2D and Lone Pair as Molecular Polarity CHEM120A increase pre-/post instruction (χ2 = 1.67, p > 0.05; (χ2 = 2.13, p > 0.05) • A significant association Bond Polarity as Molecular Polarity CHEM120A increase pre-/post instruction (χ2 = 5.54, p ≤ .05) • An association exists between the ability to correctly identify a molecule with asymmetric electron distribution and the Symmetry as 2D misconception ( p ≤ 0.05) • Assessment items can contribute to a database of items appropriate for use with an animation prototype for visualizing molecular geometry and polarity. Future Research •Compile a database of assessment items for dynamic and embedded assessment of molecular geometry and polarity •Field test item database using paper-pencil, online and oral interview procedures •Field test assessment with MGP module •Determine validity and reliability of items in database •Pilot items to assess virtual reality context Project Future • Continue monthly Skype conference • Seek funding sources to continue project – Proposal to Dreyfus submitted June 4, 2009 – Plan proposal to NSF CCLI May 2010 • Incorporate virtual reality component to the project – Virtual reality spin-off by Robin and Liz – CSUF Faculty-Student Research Award June 30, 2009 • $1,000 for software, student travel to SCUR • Continue assessment of diagnostic interactive with general chemistry undergraduates F2009 • Continue development of diagnostic interactive – Use data from qualitative interviews and Fall 2009 pilot – Add the second storyboard Acknowledgments • National Science Foundation – CAREER – REU – DRL REC0133989 CHE0649087 REESE 0634617 • California State University Fullerton – – – – – Dr. Monica Azimoara Shiloh Betterley Keegan Konecny Sarita Mantravadi Jasmine Radoc • University California Berkeley – Elodie Tong-Lin The Project Team