基于重要性绩效分析和模糊卡诺的客户属性分类

Q3 Computer Science CommIT Journal Pub Date : 2023-09-06 DOI:10.21512/commit.v17i2.8534
Elia Oey, Nyimas Revita Permaisuri Putri, Benyamin Suwito Rahardjo
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引用次数: 0

摘要

分析消费者的需求仍然是每个企业每天面临的挑战。随着消费者的要求越来越高,获得产品/服务的机会越来越多,每个企业实体都需要不断努力,从而导致市场竞争更加激烈,需要以更创新的方式提供产品/服务。本研究旨在为所研究的公司推荐一组客户属性,并使用重要性绩效分析(IPA)和模糊卡诺相结合的方法分析所选择的属性。该研究以一家面向个人和企业消费者销售礼券的公司为例。本研究结合文献研究与亲和图工作坊来辨识消费者所需的属性,并运用IPA与模糊Kano相结合的方法进行分析。结果表明,研究公司应重点关注几个属性,如a7 -购买过程中要求简单,a10 -购买过程中无管理费用,a14 -与各姐妹品牌交叉促销,a15 -无最低购买。这些属性在IPA网格中属于“集中在这里”,而在模糊卡诺网格中属于“有效改善区域”。建议被研究公司将a5 - expiration date属性的优秀工作保持一年以上,使其保持竞争属性,不落入其他劣象限。
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Classifying Customer Attributes with Importance Performance Analysis and Fuzzy Kano
Analyzing what consumer needs remains every day’s challenge for every business. Every business entity requires continuous effort as consumers become more demanding and have more access to product/service offerings, leading to more competitive market dynamics and the necessity for more innovative ways of offering products/services. The research aims to recommend a set of customer attributes for the studied company and analyze the selected attributes using a combination of Importance Performance Analysis (IPA) and fuzzy Kano. The research is a case study of a company selling gift vouchers for individual and corporate consumers. The research combines literature study and affinity diagram workshop to identify the required consumer attributes, which are analyzed using the integration of IPA and fuzzy Kano. The results suggest that the studied company should concentrate on several attributes, such as A7-simple requirement during the purchasing process, A10-no administration fee during purchase, A14-cross promotion with various sister brands, and A15-no minimum purchase. The attributes fall under “concentrate here” in the IPA grid while at the same time, those are considered as “effective improving area” in the fuzzy Kano grid. The studied company is also recommended to keep their good work on the attribute of A5-expiry date longer than one year so that it remains their competitive attribute and does not fall into the other inferior quadrants.
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来源期刊
CommIT Journal
CommIT Journal Computer Science-Computer Science (miscellaneous)
CiteScore
1.50
自引率
0.00%
发文量
10
审稿时长
16 weeks
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