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An Eye Tracking Study Shannon Fitzhugh, Thomas F Shipley, Nora Newcombe, Dominique Dumay Temple University June 14, 2008 Individual Differences in Mental.

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Presentation on theme: "An Eye Tracking Study Shannon Fitzhugh, Thomas F Shipley, Nora Newcombe, Dominique Dumay Temple University June 14, 2008 Individual Differences in Mental."— Presentation transcript:

1 An Eye Tracking Study Shannon Fitzhugh, Thomas F Shipley, Nora Newcombe, Dominique Dumay Temple University June 14, 2008 Individual Differences in Mental Rotation of Real World Shepard-Metzler Figures

2 Overview Brief Review of Individual Differences literature Identification of “new” group (Geisler, Lehmann, & Eid 2006) ‏ Eye Movements in Mental Rotation Just & Carpenter (1976) 3-dimensional stimuli Methods Results Discussion Questions????

3 Individual differences Focus on Gender differences Biological mechanisms Hormones (Hausmann et al.) ‏ Different areas of activation in the brain (Hugdahl et al., 2006) ‏ Experience mediates Computer experience (Terlecki & Newcombe, 2005) ‏ Training (Sorby & Baartmans, 1996; Wiedenbauer et al., 2007; Hand & Uttal, in prep) ‏

4 Introducing….Non-rotators Latent class analysis of MRT-A (Geisler et al., 2006) ‏ 5 “groups” of rotators Two “low” – poor MRT-A performance Three “high” – good MRT-A performance High groups – only differ in speed Response probabilities drop off after 12 (no drop off), 8, & 4 Low groups Poor mental rotators – low solution probabilities for all items Non – rotators Identified by response patterns on the MRT-A Qualitative differences between target and distracter

5 Examples

6 Eye Movements and Mental Rotation Just & Carpenter (1976) ‏ Number of fixations increased for low ability rotators Number of times switched between figures increased monotonically Search, Transform, Compare Our Expansions Greater number of subjects (them=8; us=33) ‏ Three groups of rotators (high, low, non) ‏ Statistical analysis

7 3-Dimensional Stimuli MRT research uses 2-Dimensional perspective drawings 3D-like virtual items (Wohlschlager & Wohlschlager, 1998) ‏ Manual training using Virtual Reality stimuli (Ruddle & Jones, 2001) ‏ Non-rotators Create stimuli amenable to their strategy to keep them above floor Application to STEM disciplines Geology, Engineering, Chemistry, Biology, Imaging

8 Then There Were … Real World Stimuli

9 Methods Vandenberg MRT (1988) Why not MRT-A? Did not have it Same items for non-rotator identification present in both tests Real World MRT 3 rotations – 0,45, and 90 degrees 2 axis rotation catch trials 30 cm viewing distance – each cube 2.5 o visual angle Applied Science Laboratories MobileEye 0.5 o error, 60hz Eye Response Technologies - GazeTracker Data Analysis Software

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11 Dependent Variables Reaction Time Predict Linear function Number of Fixations Figure switching number of times participants switch consecutive fixations between the left and right figures Fixation Duration Intra-object v. inter-object fixations

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17 Results – Getting Away from the Descriptive Time course of intra-object to inter-object fixations Changes over time? No differences between highs/lows Search, Transform, Compare Initially defined Transform – others by default Some preliminary evidence – although pattern a bit different Determining ways to quantify so statistical analysis can be preformed

18 Summary Replicate traditional MR functions with real world stimuli Linear RT function Better overall performance Replicate Just & Carpenter – with non-rotators greater number of fixations for low ability Monotonic function switching between figures for high/low Non-rotators trending toward doubling this Longer fixation duration for non-rotators Higher proportion of intra-object to inter-object fixations for high and low ability

19 Discussion Real World 3D stimuli behave similarly to 2D Linear reaction time Monotonic switching between figures for high/low ability Similar eye movement patterns for high/low ability Including non-rotators in low groups may have masked these similarities Similar strategies or differing strategies resulting in similar eye movements? Non-rotators Pattern of eye movements consistent with feature comparison strategy Longer fixation durations indicative of increase processing time Counting strategies

20 Future Directions Training study – Don’t Sleep In!! The Effects of Working Memory Training versus Spatial Visualization training on spatial skills Gesture study Eye movements, verbal report, and spontaneous gesture (Levine & Goldin-Meadow) ‏ This research was supported by a National Science Foundation grant to support the Spatial Intelligence and Learning Center (No. SBE0541957).

21 References Baartmans, B., & Sorby, S. (1996). Introduction to 3D Spatial Visualziation an interactive approach. Clifton Park, NY: Thompson Delmar Learning. Bethell-Fox, C., & Shepard, R. (1988). Mental Rotation: Effects of Stimulus Complexity and Familiarity. Journal of Experimental Psychology, 14 (1), 12-23. Geiser, C., Lehmann, W., & Eid, M. (2006). Separating "Rotaters" from "Non-Rotaters" in the Mental Rotations Test: A Multigroup Latent Class Analysis. Multivariate Behavioral Research, 41 (3), 261-293. Hausmann, Slabbekoorn, Goozen, V., Cohen-Kettenis, & Gunturkum. (2000). Sex hormones affect spatial abilities during the menstrual cycle. Behavioral Neuroscience, 114, 1245-1250. Hegarty, M., & Waller, D. (2004). A dissociation between mental rotation and perspective-taking spatial abilities. Intelligence, 32, 175-191. Hugdahl, K., Thomsen, T., & Ersland, L. (2006). Sex differnces in visuo-spatial processing: An fMRI study of mental rotation. Neuropsychologia, 44, 1575-1583. Just, M., & Carpenter, P. (1985). Cognitive Coordinate Systems: Accounts of Mental Rotation and Individul Differnces in Spatial Ability. Psychological Review, 92 (2), 137-172. Just, M., & Carpenter, P. (1976). Eye Fixations and Cognitive Processes. Cognitive Psychology, 8, 441-480. Kozhevnikov, M., & Hegarty, M. (2001). A dissociation between object manipulation spatial ability and spatial orientation ability. Memory & Cognition, 29 (5), 745-756. Peters, M. (2005). Sex differences and the factor of time in solving Vandenberg & Kuse mental rotation problems. Brain and Cognition, 57, 176-184. Ruddle, R., & Jones, D. (2001). Manual and Virtual Rotation of a Three-Dimensional Object. Journal of Experimental Psychology: Applied, 7 (4), 286-296. Shepard, R., & Metzler, J. (1971). Mental Rottion of Three-Dimensional Objects. Science, 171 (3972), 701-703. Sorby, S. A., & Baartmans, B. J. (2000). The Development and Assessment of a Course for Enhancing the 3-D Spatial Visualization Skills of First Year Engineering Students. Journal of Engineering Education, 89 (3), 301-307. Sorby, S., & Baartmans, B. (1996). A course for the development of 3D visualization skills. Engineering, Design and Graphics Journal, 60 (1). Terlecki, M., & Newcombe, N. ((in press)). Durable and generalized effects of spatial experience on mental rotation: Gender differences in growth patterns. Applied Cognitive Psychology. Terlecki, M., & Newcombe, N. (2005). How important is the digital divide? The relation of computer and video game usage to differences in mental rotation ability. Sex Roles, 53 (5/6), 433-441. Voyer, Voyer, & Bryden. (1995). Magnitude of sex differences in spatial abilities: A meta analysis and consideration of critical variables. Psychological Bulletin, 117, 250-270. Wiedenbauer, G., Schmid, J., & Jansen-Osmann, P. (2007). Manual Training of Mental Rotation. European Journal of Cognitive Psychology, 19 (1), 17-36. Wohlschlager, A., & Wohlschlager, A. (1998). Mental and Manual Rotation. Journal of Experimental Psychology, 24 (2), 397-412.


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