Credit record overconfidence and alternative financial service use

IF 1.9 Q2 BUSINESS, FINANCE
Christi R. Wann, Beverly K. Brockman, Christopher M. Brockman
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Abstract

PurposeThe purpose of this paper is to study the effect of credit record overconfidence on the use of alternative financial services (AFSs).Design/methodology/approachUsing data from the 2018 National Financial Capability Study (NFCS), the authors estimate logistic regressions on the use of at least one AFS by adding a credit record confidence variable that captures deviations between self-assessments of credit record management and the number of reported behaviors that would negatively affect aspects of a Fair Isaac Corporation (FICO) score.FindingsThe authors find that respondents with credit record overconfidence have over two times higher odds (123.9%) of using AFS than the odds of respondents with financial knowledge overconfidence (46.8%), relative to their reference categories. When compared directly, those with only credit record overconfidence have 32.6% higher odds of using AFS than those with only financial knowledge overconfidence.Practical implicationsThe results provide implications for education programs, not only for vulnerable groups at higher risk for AFS use but also for those with cognitive biases, such as credit record overconfidence. Potential solutions include personal financial education that includes debiasing and behavioral techniques for overconfidence.Originality/valueThis paper studies, for the first time, the effect of deviations between actual and perceived credit record management on AFS use.
信用记录过度自信和另类金融服务的使用
本文的目的是研究信用记录过度自信对替代金融服务(AFSs)使用的影响。使用2018年国家财务能力研究(NFCS)的数据,作者通过添加信用记录信心变量来估计至少使用一种AFS的逻辑回归,该变量捕获信用记录管理自我评估与报告的行为数量之间的偏差,这些行为会对Fair Isaac Corporation (FICO)评分产生负面影响。研究结果作者发现,相对于参考类别,信用记录过度自信的受访者使用AFS的几率(123.9%)是金融知识过度自信的受访者(46.8%)的两倍多。当直接比较时,那些只有信用记录过度自信的人比那些只有金融知识过度自信的人使用AFS的几率高32.6%。实际意义该结果不仅对使用AFS风险较高的弱势群体,而且对那些有认知偏见的人,如信用记录过度自信,提供了教育计划的启示。潜在的解决方案包括个人理财教育,包括消除偏见和过度自信的行为技巧。原创性/价值本文首次研究了实际信用记录管理与感知信用记录管理之间的偏差对AFS使用的影响。
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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来源期刊
Review of Behavioral Finance
Review of Behavioral Finance BUSINESS, FINANCE-
CiteScore
4.70
自引率
5.00%
发文量
44
期刊介绍: Review of Behavioral Finance publishes high quality original peer-reviewed articles in the area of behavioural finance. The RBF focus is on Behavioural Finance but with a very broad lens looking at how the behavioural attributes of the decision makers influence the financial structure of a company, investors’ portfolios, and the functioning of financial markets. High quality empirical, experimental and/or theoretical research articles as well as well executed literature review articles are considered for publication in the journal.
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