Personality Traits and Financial Outcomes

C. Greene, Oz Shy, J. Stavins
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Abstract

: The Big Five personality traits—openness to experience, conscientiousness, extroversion, agreeableness, and neuroticism—are widely used in understanding human behavior. Using data collected from a survey and diary of consumer payment choice, we investigate how the Big Five traits affect three financial outcomes: being unbanked, holding a credit card, and carrying credit card debt. Although each personality trait is correlated with each of the financial outcomes we examine, they mostly become statistically insignificant when we control for demographics and income in regressions. Carrying credit card debt (revolving), however, is significantly affected by conscientiousness, openness, and agreeableness: Credit card adopters who are less conscientious, more open to experiences, or more agreeable are significantly more likely to revolve credit card debt. A machine learning algorithm confirms that conscientiousness is the major factor separating revolvers from other credit cardholders.
性格特征和财务结果
当前位置五大人格特征——开放性、严谨性、外向性、宜人性和神经质——被广泛用于理解人类行为。利用从调查和消费者支付选择日记中收集的数据,我们调查了五大特征如何影响三种财务结果:无银行账户、持有信用卡和背负信用卡债务。尽管每一种性格特征都与我们研究的每一项财务结果相关,但当我们在回归中控制人口统计和收入时,它们在统计上大多变得无关紧要。然而,背负信用卡债务(循环)会受到尽责性、开放性和亲和性的显著影响:不那么尽责、更乐于接受经验或更随和的信用卡使用者更有可能背负信用卡债务。一种机器学习算法证实,责任心是区分左轮手枪和其他信用卡持卡人的主要因素。
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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