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Updated: Jul 15, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
[Analyses of the sensory relevance of adjective pairs by the modality differential method]
Miho Suzuki1, Jiro Gyoba, Hideaki Kawabata
1Graduate School of Arts and Letters, Tohoku University, Kawauchi, Aoba-ku, Sendai 980-8576, Japan. suzukim@sal.tohoku.ac.jp
Abstract:
We used the newly developed "modality differential" (MD) method to investigate the sensory-relevance properties of adjective scales that are widely used in the semantic differential (SD) technique. Participants (N = 342) were asked to rate the relevance of each of 17-19 adjective pairs, selected from a total 75 pairs for ten sensory modalities, using a 7-point scale. We conducted a principal component analysis and a cluster analysis on the obtained MD data. We found that this data were well explained by the three components or three categories of proximal, proprioceptive, and distal-type senses, corresponding to psychological classification of sense modalities. In addition, we analyzed the sensory-relevance properties of the adjective scales that make up the three factors of the SD technique. We found that the adjectives of the Evaluation factor can be regarded as multi-sensory scales that show generally higher relevance magnitudes for multiple modalities. On the other hand, the adjectives making up the Activity and Potency factors show high relevance to specific modalities such as auditory/kinesthetic and tactile modalities, respectively. We discussed differential uses of the MD method for measuring the sensory-relevance of several materials such as artworks or industrial products.
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