本文通过对比2013~2015年整体市场对汽车安全性关注程度的变化,发现汽车安全性是消费者在买车用车过程中一个非常重要的评价指标。为此,本文基于安全性理念的解读,借助于聚类和Logistic回归的分析结果,从区域、收入水平、年龄和车型等角度分析其对汽车安全性的影响,并对数据结果进行相应的因果解析,最后结合因子分析和聚类分析,从消费者价值观和汽车观来观察其对汽车安全性的影响,得到不同特征人群对安全性判断的一些建设性意见和结论。
<<This paper introduces the comparison of the change of degree of concern on auto safety of the overall market during 2013 to 2015. The results show that auto safety is an important indicator during the purchase of private car. Based on the interpretation of the concept of safety,the results of clustering and logistic regression analysis,and the influence of region,income level,age and model angle etc on safety of automobiles,the relevant results were analyzed. Through combining factor analysis and cluster analysis for consumer’s views on value and automobiles to observe their impacts on auto safety,we can get some suggestions and conclusions of different consumers on the judgment of safety.
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