• Title/Summary/Keyword: Kano's method

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Fuzzy KANO Model: Fuzzy Set-Based Classification of Customer Requirements (Kano 모형에 기반한 소비자 요구사항 분류: 퍼지 접근방법)

  • 임정훈;민대기;김광재
    • Journal of Korean Society for Quality Management
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    • v.31 no.3
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    • pp.98-113
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    • 2003
  • Kano model distinguishes three types of customer requirements, namely, one-dimensional quality, must-be quality, and attractive quality. There are a few methods for classifying a given customer requirement into one of the Kano's quality elements. However, the existing methods have a common limitation in that they are based on Kano evaluation table. Kano evaluation table is not always effective for the classification task, and suffers from a significant information loss. This paper proposes an alternative to Kano's evaluation table and a new classification scheme based on fuzzy set concept. The proposed method is illustrated using a case study on the ADSL service.

Classification of Quality Attributes Using Two-dimensional Evaluation Table (수정된 이원평가표를 이용한 품질속성의 분류에 관한 연구)

  • Kim, Gwangpil;Song, Haegeun
    • Journal of the Korea Safety Management & Science
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    • v.20 no.1
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    • pp.41-55
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    • 2018
  • For several decades, attribute classification methods using the asymmetrical relationship between an attribute performance and the satisfaction of that attribute have been explored by numerous researchers. In particular, the Kano model, which classifies quality attributes into 5 elements using simple questionnaire and two-dimensional evaluation table, has gained popularity: Attractive, One-dimensional, Must-be, Indifferent, and Reverse quality. As Kano's model is well accepted, many literatures have introduced categorization methods using the Kano's evaluation table at attribute level. However, they applied different terminologies and classification criteria and this causes confusion and misunderstanding. Therefore, a criterion for quality classification at attribute level is necessary. This study is aimed to suggest a new attribute classification method that sub-categorizes quality attributes using 5-point ordinal point and Kano's two-dimensional evaluation table through an extensive literature review. For this, the current study examines the intrinsic and extrinsic problems of the well-recognized Kano model that have been used for measuring customer satisfaction of products and services. For empirical study, the author conducted a comparative study between the results of Kano's model and the proposed method for an e-learning case (33 attributes). Results show that the proposed method is better in terms of ease of use and understanding of kano's results and this result will contribute to the further development of the attractive quality theory that enables to understand both the customers explicit and implicit needs.

Analysis of Kano's Quality Attributes for Smart Car: An Exploratory Study (스마트카의 Kano 품질속성 분석에 관한 탐색적 연구)

  • Byun, Dae H.
    • Journal of Service Research and Studies
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    • v.6 no.2
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    • pp.83-97
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    • 2016
  • Smart car is a vehicle which maximizes convenience, safety, and user experience. The traditional vehicle style will be replaced by a smart car. The objective of this paper is to find essential quality attributes that consumers want. We provide a method to select a best smart car reflecting their preference based on the quality attributes. We derive Kano's quality attributes by an exploratory survey and show an example to implement their decision using the Analytic Hierarchy Process method. As a result, the quality attributes were classified into two groups of attractive quality and indifference quality. The respondents evaluated that the safety of smart cars was more important than the convenience and user experience. However, the smart car was required more functions related to the convenience criteria. These results will provide important implications for smart car design.

Wordings of the Kano Model's Questionnaire (Kano 모델의 설문 워딩에 관한 연구)

  • Song, HaeGeun;Park, Young T.
    • Journal of Korean Society for Quality Management
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    • v.40 no.4
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    • pp.453-466
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    • 2012
  • Purpose: The Kano model has been widely accepted as a method for classifying quality attributes for almost three decades since its introduction. However, the wordings of the five alternatives in the Kano's questionnaire has been criticised for unclear and confusable meanings. New wordings of the five alternatives are proposed in this paper. Methods: To evaluate the effectiveness of the proposed wordings, we classify 30 quality attributes of smartphones using the conventional wordings and the proposed wordings respectively. The two classification results are compared with the direct classification results by undergraduate students who learned the Kano model. Results: The classification results using the proposed wordings are much more consistent with the direct classification results than those using the conventional wordings. Conclusion: The proposed wordings are less confusable and easy to understand, and thus it results in more consistent with the direct classification.

A Study on Quantification of Kano's Quality Model

  • Yasuda, Kentaro;Ootaki, Atsushi;Kainuma, Yasutaka
    • International Journal of Quality Innovation
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    • v.2 no.2
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    • pp.58-68
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    • 2001
  • This paper proposes a method for quantifying the types of quality elements proposed by Kano; namely: attractive quality, one-dimensional quality, and must-be quality. Kano's classification of required quality has helped us improve our thinking in product development. However, his classification is conceptual rather than quantitative, and the conventional techniques of questionnaire and group interview cannot provide quantification of the relationship between the degree of customer satisfaction and the degree of sufficiency of required qualities. This paper describes how a quality element under Kano's quality model can be expressed as a utility function, and describes an application to quality design of a cellular phone.

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Kano모델 및 고객만족 계수를 이용한 신제품 개발

  • Park, No-Guk;Lee, Sang-Bok
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2009.10a
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    • pp.358-369
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    • 2009
  • In this paper, we propose development of new products including the proposed process of at the customer's requirements. The success of new product development depends on customer satisfaction in the marketplace. Existing product development process, including the customer's interest was weak. In this paper, we propose development of new products which include Kano's attractive quality factor method and Timko's customer satisfaction index factor method. Also we verified new medical treatment of incontinence-nency which is applied to the proposed process.

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A study on the application of creative methods for Kano model (Kano 모델을 위한 창조성 기법적용에 관한 연구)

  • Kim, Hye-Mi;Kim, Tae-Young;Yoon, Sung-Pil;Cho, Tae-Yeon
    • Proceedings of the Safety Management and Science Conference
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    • 2008.11a
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    • pp.491-503
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    • 2008
  • As customer needs become diversified, there are many efforts to develop creative ideas on the products to satisfy the customer requirement. Also it is very important to classify the customer requirement to the product's quality. According to the previous study, the idea of the products by collecting opinions and brainstorming is mainly studied in new product development. To create the attractive quality for the product, Kano model has commonly been used. However, the brainstorming in the stage of create ideas has the problem of lower linkage between purpose and idea and lower quality of new idea. Therefore, the paper suggests a way to invent more creative ideas by comparing forced connection method to the brainstorming that is applied to the Kano model.

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Determining the Importance of Quality Attributes with Kano's Model (카노모형을 고려한 품질특성 중요도 산정에 관한 연구)

  • Cho, Yong-Wook
    • Journal of the Korea Safety Management & Science
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    • v.15 no.2
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    • pp.217-221
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    • 2013
  • I suggest a new method to determine the importance values of quality attributes which use the satisfaction index and dissatisfaction index of customer in Kano's model. A case study of TV set are solved by the proposed method and the result is compared with AHP pairwise comparisons and ASC(Average Satisfaction Coefficient). The results of the proposed method is similar with those of AHP pairwise comparisons and ASC. The proposed method is an effective tool to determine the importance values of quality attributes to supplement existing research's shortcomings.

Customer Satisfaction Analysis of Smart Car Features Using the Kano Model: in Control Effect of the Comprehension or Experience of Emerging Technologies (Kano모형을 기반으로 한 스마트 카 기능의 고객 만족도 분석: 신기술 사용경험 유무의 조절효과 중심으로)

  • Kang, Young Tai;Chung, Kyu Suk
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.13 no.4
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    • pp.155-168
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    • 2018
  • This study singled out 30 smart car features and surveyed 250 respondents. Assuming that the relationship between fulfillment of a feature or a customer need and the satisfaction with that feature is not necessarily linear, this study was conducted using Kano's method. Two devices, Timko Deviation(TD) and Kano Distribution Index(KDI), were devised to help evaluate resulting Kano table quantitatively. Previous research based on Kano's original framework showed the limit to the analysis of new or unfamiliar features: more than 85% of the features surveyed turned out to be either Attractive or Indifferent attributes. This study attempted a new empirical approach by applying customer experiences, price conditions, and customer self-stated importance. The results showed that customer experience of the surveyed features affected the overall satisfaction level, signifying that Kano's method should be conducted with care when analyzing emerging technologies such as smart cars. It is expected that this study would be utilized for better understanding of the perception and trends of customers regarding new technologies. This study also suggests a new approach to the analysis of customer requirements by providing price conditions.

On Fuzzy Methods to Classify Quality Attributes in Kano Model (카노모델에서 품질요소 분류를 위한 퍼지기법 연구)

  • Kim, Seong-Jun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.26 no.6
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    • pp.439-444
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    • 2016
  • The definition of quality continues to evolve. In recent years, there has been growing interest in how to satisfy customers' potential needs with an emphasis on customer-oriented quality. Two-dimensional quality proposed by Kano provides a useful framework for discovering quality attributes critical to customer satisfaction and it is widely employed for product and service development. In Kano model, quality attributes are classified into attractive, one-dimensional, must-be, indifferent, and reverse ones. Finding attractive elements among them is important for achieving customer satisfaction effectively. However, Kano's classification method has limitations in dealing with customers' ambiguous and complex ideas. The customer response itself includes uncertainty and incompleteness. To overcome this problem, fuzzy methods are incorporated with Kano's classification in this paper. According to numerical comparisons, it is shown that the fuzzy Kano method is useful for accommodating various response of customer and is helpful to identify potential needs.