THE USE REGRESSION AND CORRELATION ANALYSIS IN GENERATIONAL STRATIFICATION AND CONSUMER BEHAVIOUR

Eva Nahalková Tesárová, A. Križanová
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Abstract

We can definitely state that consumer behavior is influenced by many factors. Age is one of the most significant and important demographic indicators, which are reflected in changes in consumer behavior, primarily in the growth and transformation of the needs of individualists. The primary foundation and purpose of the paper is to determine the influence and dependence of individual generational cohorts, respectively age, on the amount of money spent in the purchasing process, which will be enriched by a comparative analysis of the amount of money spent in retail and in the online space. Among the methods that we used in the article, we primarily include the graph analysis method supplemented by correlation analysis and linear regression. Primary data were obtained from a questionnaire survey of Slovak retail consumers. The last method used was the method of comparing results. We consider the model as a whole to be statistically significant in the case of Gen X, who makes purchases online, and the younger Gen Z in both variants of purchases (physical and online). The contribution is a suitable basis for further research.
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在代际分层和消费者行为中运用回归和相关分析
我们可以肯定地说,消费者行为受到许多因素的影响。年龄是最重要的人口指标之一,反映在消费者行为的变化上,主要是个人主义需求的增长和转变。本文的主要基础和目的是确定各个代际群体(分别为年龄)对购买过程中花费的金额的影响和依赖,并将通过对零售和在线空间花费的金额的比较分析来丰富这一内容。在本文使用的方法中,我们主要包括图分析方法,辅之以相关分析和线性回归。主要数据来自斯洛伐克零售消费者的问卷调查。最后一种方法是比较结果法。我们认为,对于在线购物的X世代和更年轻的Z世代来说,这个模型整体上具有统计学意义,Z世代在两种不同的购买方式(实体和在线)上都是如此。这一贡献为进一步的研究奠定了良好的基础。
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