The use of correspondence analysis in exploring consumer purchasing behavior

Eva Matejková, Vladimír Matušek
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Abstract

The aim of this paper is to present the use of multivariate statistical methods in the evaluation of questionnaire surveys. In particular, it is a presentation of correspondence analysis, a technique for graphically visualising the connections between the categorical variables being studied. Using the aforementioned method, we examine consumer purchasing behavior during the COVID-19 pandemic. The calculations were performed in the SAS EG statistical software. A contingency table that uses a correspondence map to graphically represent the relevant correlations between the study's variables is the end result of the correspondence analysis. The use of the method was presented in a questionnaire survey to ascertain consumer preferences for food shopping during the Covid 19 pandemic. According to the study's findings, self-service tills were used for shopping by 50% of respondents in the age groups of 25–29 and 19–24. During Covid 19, older respondents preferred not to purchase via self-service tills.
使用对应分析来探讨消费者的购买行为
本文的目的是介绍在评估问卷调查中使用多元统计方法。特别地,它是对应分析的介绍,这是一种以图形方式可视化所研究的分类变量之间的联系的技术。使用上述方法,我们研究了COVID-19大流行期间的消费者购买行为。在SAS EG统计软件中进行计算。对应分析的最终结果是列联表,该表使用对应图以图形方式表示研究变量之间的相关关系。在一项问卷调查中介绍了该方法的使用,以确定2019冠状病毒病大流行期间消费者对食品购物的偏好。根据研究结果,在25-29岁和19-24岁年龄段的受访者中,有50%的人使用自助收银机购物。在2019冠状病毒病期间,年龄较大的受访者倾向于不通过自助收款机购物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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