利用观察数据分析消费者冲动购买行为

Yuliia Kyrdoda, G. Baltas, A. Hammami
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引用次数: 7

摘要

本文研究了消费者在超市中的冲动购买行为。该研究包括对冲动决策与最终购买的关系的解释,以及对冲动购买者的人口统计学特征(年龄和购物者的公司)分布的分析。采用SPSS软件对某全国性零售连锁超市的观测数据进行分析。为了确定变量的解释能力,开发了逻辑回归模型。采用分类主成分分析对变量的分布进行分析。实证结果表明,“冲动决策”对“购买”的影响强度大于“性别”。冲动的顾客被分为三个年龄组和两类公司。这些结果可以用来设计营销策略,以增加销售。然而,在研究过程中也存在一些局限性,如观察时间、地点的唯一性和观察者的主观性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing Consumer Impulse Purchasing Behaviour Using Observational Data
This article identifies consumers' impulse purchasing behavior in supermarkets. The study includes an interpretation of the impulse decision relationship with the final purchase and an analysis of the distribution of impulse purchasers' demographic characteristics (age and shoppers' company). SPSS was used to analyze the observed data at a national retail supermarket chain. The logistic regression model was developed in order to identify the explanatory power of the variables. Categorical principal component analysis was employed to analyze the distribution of the variables. Empirical findings indicated that “impulsive decision” has a stronger intensity on “purchase” than “gender” does. Impulsive customers are split into three age groups and two company categories. These results could be used to design marketing strategies in order to increase sales. However, a few limitations occurred during the study such as: observation timing, unicity of location and observers' subjectivity.
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