TY - GEN
T1 - Towards an understanding of semantic memory during idea generation
AU - Mertens, Attakias T.
AU - McComb, Christopher
AU - Toh, Christine A.
N1 - Funding Information:
This material is based upon work supported by the National Science Foundation under Grant No. 1755864. We would also like to thank our research group, the BRIDGE lab (https://www.unomaha.edu/college-of-information-science-and-
Publisher Copyright:
Copyright © 2020 ASME.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020
Y1 - 2020
N2 - Research in new product design still lacks an understanding of how the types of information used by designers can lead to more successful designs and what cognitive components are involved in the process of generating new ideas. Some theories have arisen that focus on memory usage that could have an impact in idea generation early on in the design process. This framework forms the basis of the current study, focused on identifying the underlying cognitive processes that are active during the design process. To accomplish this, undergraduate students were recruited from the University of Nebraska-Omaha. During the study, participants were presented a design problem, given information pieces that corresponded to the Information Archetypes Framework, and asked to generate ideas for a solution. Students were then asked to recall the information pieces from memory. Participants' data were analyzed using Latent Semantic Analysis in order to assess the similarities between generated ideas, recall, and information pieces. Results from this were assessed for relationships using Spearman correlations and simple regression. This study was able to demonstrate memory usage within the early design process.
AB - Research in new product design still lacks an understanding of how the types of information used by designers can lead to more successful designs and what cognitive components are involved in the process of generating new ideas. Some theories have arisen that focus on memory usage that could have an impact in idea generation early on in the design process. This framework forms the basis of the current study, focused on identifying the underlying cognitive processes that are active during the design process. To accomplish this, undergraduate students were recruited from the University of Nebraska-Omaha. During the study, participants were presented a design problem, given information pieces that corresponded to the Information Archetypes Framework, and asked to generate ideas for a solution. Students were then asked to recall the information pieces from memory. Participants' data were analyzed using Latent Semantic Analysis in order to assess the similarities between generated ideas, recall, and information pieces. Results from this were assessed for relationships using Spearman correlations and simple regression. This study was able to demonstrate memory usage within the early design process.
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U2 - 10.1115/DETC2020-22577
DO - 10.1115/DETC2020-22577
M3 - Conference contribution
AN - SCOPUS:85096182447
T3 - Proceedings of the ASME Design Engineering Technical Conference
BT - 17th International Conference on Design Education (DEC)
PB - American Society of Mechanical Engineers (ASME)
T2 - ASME 2020 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC-CIE 2020
Y2 - 17 August 2020 through 19 August 2020
ER -