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Title: You Can’t Always Get What You Want: The Impact of Prior Assumptions on Interpreting GW190412
Authors:
; ; ; ;
Award ID(s):
1912648 1726951
Publication Date:
NSF-PAR ID:
10182968
Journal Name:
The Astrophysical Journal
Volume:
899
Issue:
1
Page Range or eLocation-ID:
L17
ISSN:
2041-8213
Sponsoring Org:
National Science Foundation
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  1. Findings from embodied cognition suggest that our whole body (not just our eyes) plays an important role in how we make sense of data when we interact with data visualizations. In this paper, we present the results of a study that explores how different designs of the ”interaction” (with a data visualization) alter the way in which people report and discuss correlation and causation in data. We conducted a lab study with two experimental conditions: Full body (participants interacted with a 65” display showing geo-referenced data using gestures and body movements); and, Gamepad (people used a joypad to control the system). Participants tended to agree less with statements that portray correlation and causation in data after using the Gamepad system. Additionally, discourse analysis based on Conceptual Metaphor Theory revealed that users made fewer remarks based on FORCE schemata in Gamepad than in Full-Body.