使用多种线性回归方法影响消费者对奶牛产品的满意度的分析因素

None Aziz Muslih, None Sumarsono, None Andhika Mayasari
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引用次数: 0

摘要

客户满意度成为商务代理吸引客户购买兴趣的一个主要优先事项。顾客满意是顾客在购买某一产品并与其他品牌进行比较后所产生的快乐或悲伤的感觉。在本研究中获得良好的多元线性回归分析结果的过程中,必须进行以下几个步骤的检验:(1)检验问卷测量工具的效度和信度。(2)描述研究变量。(3)检验异方差、多重共线性、共线性和正态性检验等经典假设。(4)多元线性回归分析,包括F_test(联合检验)、t_test(偏检验)和决定系数(r平方)检验。对KPUB Sapi Jaya纯奶产品影响顾客满意度的因素识别值由线性回归方程的结果得到,其中影响成分的值为2117个单位,影响值为X1。0.367单位,则影响值X3。产品特性0.671单位,影响值X4。产品美观度为0.259,影响力值为X5。感知质量为0.814单位,影响值为X6。服务量0.211台。进一步,通过显著性检验,发现对KPUB Sapi Jaya纯奶产品的顾客满意度有显著影响的因素有2个,第一是产品耐用性因素(X1),第二是感知质量因素(X5)。同时其他4个因素不显著,如产品适宜性因素(X2);产品特性(X3);美容产品(X4)和服务(X6)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI KEPUASAN KONSUMEN PRODUK SUSU MURNI KPUB SAPI JAYA MENGGUNAKAN METODE REGRESI LINEAR BERGANDA
Customer satisfaction became one major priority for business agent to attract customer buying interest. Customer satisfaction is the feeling of happiness or sadness which appear after buying and comparing the product with other brands. The process of getting good Multiple Linear Regression analysis result in this research, then it has to be examined in these following steps: (1) Testing the validity and reliability of questionnaire measuring instruments. (2) Describing variables of the research. (3) Testing the classical assumptions such as heterokedasticity, multicollinearity, collinearity and normality test. (4) Analyzing Multiple Linear Regression, which includes the F_test (joint test), t_test (partial test), and the coefiicient of detemination (R-squared) test. Identification values of the factors that affect customer satisfaction towards KPUB Sapi Jaya pure milk products obtained from the result of the linear regression equation, where the value of the influence constituent is 2,117 units, the value of the influence of X1. of 0.367 units, the value of influence X3. Product features of 0.671 units, the value of influence X4. The product beauty is 0.259, the value of influence X5. The perceived quality is 0.814 units and the value of influence X6. Service is 0.211 units. Furthermore, the results of the significance test, which significantly affects customer satisfaction of KPUB Sapi Jaya pure milk products, it is concluded that there are 2 factors, the first is product durability factor (X1) and the second is perceived quality factor (X5). Meanwhile 4 other factors are not significant, such as product suitability factor (X2); product features (X3); beauty products (X4) and services (X6).
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