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Determining the critical factors of air-conditioning innovation using an integrated model of fuzzy Kano-QFD during the COVID-19 pandemic: The perspective of air purification

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  • Yinyun Yu
  • Congdong Li
  • Weiming Yang
  • Wei Xu

Abstract

At present, people are demanding better indoor air quality during the COVID-19 pandemic. In addition to maintaining the basic functions, new air-conditioning should also add air purification functions to improve indoor air quality and reduce the possibility of virus transmission. Nowadays, there is lack of research results on the innovation of air-conditioning. The aim of this study is to present a two-stage mathematical model for identifying critical manufacturing factors in the innovation process of air conditioning. In this paper, Kano and quality function deployment (QFD) are used to analyze the critical factors affecting air-conditioning innovation. Some studies have proposed using Kano-QFD model to analyze product innovation, but the study only studies one stage, which loses the analysis of the subsequent stages of product innovation. Based on this, this paper studies the priority method of two-stage critical factors for air-conditioning innovation. Firstly, the questionnaire survey and fuzzy sets are used to collect demand information of multi-agent (customers and professional technicians). Secondly, the Kano model is used to classify and calculate satisfaction of multi-agent. Then, QFD is used to transform multi-agent demands into engineering property indexes (first stage) and technical property indexes (second stage) and calculate the weight of each index. Finally, the applicability and superiority of this method is illustrated by taking the central air-conditioning as an example.

Suggested Citation

  • Yinyun Yu & Congdong Li & Weiming Yang & Wei Xu, 2021. "Determining the critical factors of air-conditioning innovation using an integrated model of fuzzy Kano-QFD during the COVID-19 pandemic: The perspective of air purification," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-24, July.
  • Handle: RePEc:plo:pone00:0255051
    DOI: 10.1371/journal.pone.0255051
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    1. M. Hossein Safizadeh & Larry P. Ritzman & Deven Sharma & Craig Wood, 1996. "An Empirical Analysis of the Product-Process Matrix," Management Science, INFORMS, vol. 42(11), pages 1576-1591, November.
    2. Rosa Maria Dangelico & Devashish Pujari & Pierpaolo Pontrandolfo, 2017. "Green Product Innovation in Manufacturing Firms: A Sustainability‐Oriented Dynamic Capability Perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 26(4), pages 490-506, May.
    3. Salman Ali & Guihua Li & Ping Yang & Kramat Hussain & Yousaf Latif, 2020. "Unpacking the importance of intangible skills in new product development and sustainable business performance; strategies for marketing managers," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-26, September.
    4. Eum, Wonsub & Lee, Jeong-Dong, 2019. "Role of production in fostering innovation," Technovation, Elsevier, vol. 84, pages 1-10.
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