Unlocking potential: Individual differences in the use of concurrent scientific visualizations

Scott R. Hinze, David N. Rapp, Vickie M. Williamson, Mary Shultz, Ken C. Williamson, Ghislain Deslongchamps

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The goal of this study was to identify whether individual differences among students might influence the effectiveness of visualizations; in particular, concurrently presented alternative visualizations of chemical molecules. Thirty beginning organic chemistry students of varying prior knowledge completed: (1) a battery of tests measuring reasoning ability, spatial ability, and need for cognition and (2) an eye-tracking session, in which they viewed both ball- and-stick and potential plot representations, and answered interpretation and application questions. Eye movement patterns indicated that students tended to initially rely on the already familiar ball-and-stick representations, especially for more difficult application questions. As the task unfolded, though, students' choice of which representation to refer to was moderated by prior expertise and general reasoning ability.

Original languageEnglish (US)
Title of host publicationExpanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011
EditorsLaura Carlson, Christoph Hoelscher, Thomas F. Shipley
PublisherThe Cognitive Science Society
Pages2721-2726
Number of pages6
ISBN (Electronic)9780976831877
StatePublished - 2011
Event33rd Annual Meeting of the Cognitive Science Society: Expanding the Space of Cognitive Science, CogSci 2011 - Boston, United States
Duration: Jul 20 2011Jul 23 2011

Publication series

NameExpanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011

Conference

Conference33rd Annual Meeting of the Cognitive Science Society: Expanding the Space of Cognitive Science, CogSci 2011
Country/TerritoryUnited States
CityBoston
Period7/20/117/23/11

Funding

This project was funding by REESE grant #0908130 from the National Science Foundation, David N. Rapp, Principal Investigator.

Keywords

  • Education
  • Expert vs. Novice Comprehension
  • Eye Tracking
  • Multimedia
  • Prior Knowledge

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Human-Computer Interaction
  • Cognitive Neuroscience

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