汽车贷款获取的性别差异:一个实证分析

Yanhong Li
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引用次数: 1

摘要

在世界各地,人们普遍认为妇女受到金融机构的歧视。由于社会正义运动的兴起,其部分目的是促进性别平等,大多数发达国家都在努力减少贷款申请过程中的性别差异。本研究旨在分析印度汽车贷款行业是否存在性别不平等。本文使用的数据集包含2013年至2015年在印度进行的二手车贷款记录,以测试在二手车贷款申请过程中是否存在性别歧视。使用了一种基于回归的方法,发现性别是支出、请求金额和收取利率的统计显著预测因子。当申请人的CIBIL分数低于790.29时,女性的贷款申请获得批准的可能性较低。此外,CIBIL分数低于769.54分的女性比同等CIBIL分数的男性被分配更高的利率。这表明对CIBIL得分低的女性存在基于品味的歧视。为了消除性别不平等的负面影响,女性申请人必须获得惊人的CIBIL分数。因此,在二手车贷款中,采用无性别申请将导致更平等的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Gender Differences in Car Loan Access: An Empirical Analysis
Across the world, there is a widely held view that women are subject to discrimination by financial institutions. Due to the rising social justice movement, which aims, in part, to increase gender equality, most developed countries have worked to reduce gender disparities in loan application processes. This study aims to analyze whether gender inequality exists in India's car loan industry. The dataset used in this paper contains the records of used car loans made in India between 2013 and 2015 to test whether gender discrimination exists in the used car loan application process. A regression-based method is used, and it is found that gender was a statistically significant predictor of disbursement, requested amount, and interest rate charged. Loan applications by women have a lower likelihood of approval when the applicants’ CIBIL scores are lower than 790.29. Furthermore, women with CIBIL scores lower than 769.54 are assigned higher interest rates than male applicants with comparable CIBIL scores. That indicates that taste-based discrimination against women with low CIBIL scores exists. A female applicant must obtain a spectacular CIBIL score to eliminate the negative consequences of gender inequality. Therefore, adopting gender-blind applications would lead to more equal outcomes in used car loans.
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