Dealing with Big Numbers: Representation and Understanding of Magnitudes Outside of Human Experience. (29th July 2016)

• Record Type: Journal Article
• Authors: Resnick, Ilyse; Newcombe, Nora S.; Shipley, Thomas F.
• Is Part Of: Cognitive science. Volume 41:Number 4(2017)
• Page Start: 1020
• Page End: 1041
• Publication Date: 2016-07-29
• Subjects: Category adjustment model -- Time estimation -- Spatial estimation -- Alignment -- Generalized magnitude representation; Cognition -- Periodicals; Psycholinguistics -- Periodicals; Artificial intelligence -- Periodicals; 153.05
• DOI: 10.1111/cogs.12388
• Languages: English
• ISSNs: 0364-0213

Abstract

Abstract: Being able to estimate quantity is important in everyday life and for success in the STEM disciplines. However, people have difficulty reasoning about magnitudes outside of human perception (e.g., nanoseconds, geologic time). This study examines patterns of estimation errors across temporal and spatial magnitudes at large scales. We evaluated the effectiveness of hierarchical alignment in improving estimations, and transfer across dimensions. The activity was successful in increasing accuracy for temporal and spatial magnitudes, and learning transferred to the estimation of numeric magnitudes associated with events and objects. However, there were also a number of informative differences in performance on temporal, spatial, and numeric magnitude measures, suggesting that participants possess different categorical information for these scales. Educational implications are discussed.