工业工程
工業工程
공업공정
INDUSTRIAL ENGINEERING JOURNAL
2014年
5期
68-74
,共7页
顾客满意度%重要度绩效分析%灰色关联分析%决策与试验评价试验室方法%模糊理论
顧客滿意度%重要度績效分析%灰色關聯分析%決策與試驗評價試驗室方法%模糊理論
고객만의도%중요도적효분석%회색관련분석%결책여시험평개시험실방법%모호이론
customer satisfaction degree%importance performance analysis ( IPA)%grey relational analy-sis%decision making trial and evaluation laboratory method ( DEMATEL)%fuzzy theory
重要度绩效分析( IPA)是顾客满意度评价的常用方法,分析结果是产品/服务改进设计的重要依据。)为处理顾客评价信息的不确定性,采用模糊集方法表达并处理重要度和绩效评价信息。针对传统IPA方法中,属性绩效值的获取没有考虑市场竞争因素的问题,提出了考虑竞争性分析的改进模糊IPA方法。灰色关联分析法用来计算属性的市场竞争性系数,以修正顾客群决策得到的初始属性绩效评价值。考虑到属性之间存在影响关系,DEMATEL方法用来分析属性的影响和被影响程度,以修正顾客群决策得到的初始属性重要度评价值。以某电子产品的顾客满意度分析为例,验证了所提方法的有效性。
重要度績效分析( IPA)是顧客滿意度評價的常用方法,分析結果是產品/服務改進設計的重要依據。)為處理顧客評價信息的不確定性,採用模糊集方法錶達併處理重要度和績效評價信息。針對傳統IPA方法中,屬性績效值的穫取沒有攷慮市場競爭因素的問題,提齣瞭攷慮競爭性分析的改進模糊IPA方法。灰色關聯分析法用來計算屬性的市場競爭性繫數,以脩正顧客群決策得到的初始屬性績效評價值。攷慮到屬性之間存在影響關繫,DEMATEL方法用來分析屬性的影響和被影響程度,以脩正顧客群決策得到的初始屬性重要度評價值。以某電子產品的顧客滿意度分析為例,驗證瞭所提方法的有效性。
중요도적효분석( IPA)시고객만의도평개적상용방법,분석결과시산품/복무개진설계적중요의거。)위처리고객평개신식적불학정성,채용모호집방법표체병처리중요도화적효평개신식。침대전통IPA방법중,속성적효치적획취몰유고필시장경쟁인소적문제,제출료고필경쟁성분석적개진모호IPA방법。회색관련분석법용래계산속성적시장경쟁성계수,이수정고객군결책득도적초시속성적효평개치。고필도속성지간존재영향관계,DEMATEL방법용래분석속성적영향화피영향정도,이수정고객군결책득도적초시속성중요도평개치。이모전자산품적고객만의도분석위례,험증료소제방법적유효성。
Importance Performance Analysis ( IPA) is a commonly used customer satisfaction evaluation approach , and the analysis result is the important basis of product /service improvement design .In order to deal with the uncertainty of the customer′s evaluation information , fuzzy set approach was applied to ex-press and handle the important degree information and performance information .Aiming at the problem that the traditional IPA does not consider the market competitive aspect in acquiring the attribute′s per-formance evaluation , a revised fuzzy IPA considering competitive analysis was proposed .Grey relational a-nalysis was used to calculate the attribute′s competitive coefficient in order to amend the attribute′s initial performance evaluation given by customer group decision-making .Taking into consideration that there exist mutual influence relationships among attributes , DEMATEL was applied to analyze the difference level of the attribute impacting others and being impacted by others to modify the initial importance degree given by customer decision-making.Finally, a case study of customer satisfaction evaluation of an electronic product was presented to illustrate the effectiveness of the proposed approach .