Using stepwise backward elimination to specify terms related to tactile sense for product design

Fang Chen Hsu, Chien Nan Chen, Meng Dar Shieh

Research output: Contribution to journalArticlepeer-review

Abstract

The tactile sense plays a crucial role in the evaluation of products by providing important information pertaining to the material properties of the products. Designers must reach a consensus with target consumers regarding the perception of touch and the terms used to describe it. In this paper, Cronbach's alpha (used in reliability analysis) and the Kaiser-Meyer-Olkin test (used in factor analysis) are proposed to consider in assembling a reliable set of sensory terms applicable to the description of consumer products. Stepwise backward elimination is used to eliminate ambiguous and imprecise terminology in order to derive highly specific words that are representative of the tactile sense. Factor analysis is then used to assign the resulting terms to two categories: material strength and surface texture. These two categories are classified to the evaluation dimension proposed by Osgood et al. (1957) [1]. This study departed from many previous works in eliminating the visual sense from all analysis. The resulting terms provide a valuable reference for the selection of materials and act as a guide to communication with potential consumers.

Original languageEnglish
Article number101193
JournalAdvanced Engineering Informatics
Volume46
DOIs
Publication statusPublished - 2020 Oct

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Artificial Intelligence

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