种族仇恨和黑人财务顾问代表性不足

Jeffrey A. DiBartolomeo, Michael G. Kothakota, Elizabeth J. Parks-Stamm, Derek T. Tharp
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引用次数: 0

摘要

这项研究为黑人在财务顾问行业的代表性不足提供了令人信服的证据。使用所有美国证券许可个人的数据集(N = 642543),我们首先使用一种考虑姓名、性别和地点的算法来估计该行业的种族和民族组成。其次,我们使用由商业供应商增强的数据集来限制分析仅限于那些被确定为财务顾问的人(n = 237435)。使用谷歌对种族称谓的搜索量作为地区种族主义的代表,我们发现市场中更大的种族主义与更大的黑人顾问代表性不足有关。总体而言,我们估计,在个人层面上,10.1%的财务顾问是黑人(相对于美国人口的13.4%)。此外,我们的研究结果表明,市场层面对黑人的种族仇恨与黑人顾问的代表性呈负相关。我们估计,在将敌意最高和最低的市场进行比较时,差异为0.9个百分点。对于黑人顾问代表率估计为11.4%的平均市场,增加0.9个百分点将意味着黑人顾问代表性增加7.9%。
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Racial animosity and Black financial advisor underrepresentation

This study provides compelling evidence for Black underrepresenation in the financial advisor industry. Using a dataset of all U.S. securities-licensed individuals (N = 642,543), we first estimate the racial and ethnic composition of the industry using an algorithm that accounts for name, gender, and location. Second, we use a dataset enhanced by a commercial vendor to restrict the analysis to only those identified as working as financial advisors (n = 237,435). Using Google search volume for a racial epithet as a proxy for area racism, we find that greater racism in a market is associated with greater Black advisor underrepresentation. Overall, we estimate at the individual level that 10.1% of financial advisors are Black (relative to 13.4% of the U.S. population). Furthermore, our results suggest market-level racial animosity toward Blacks is negatively associated with Black advisor representation. We estimate a difference of 0.9 percentage points when comparing markets with the highest and lowest levels of animosity. For the average market with an estimated 11.4% Black advisor representation, an increase of 0.9 percentage points would represent a 7.9% increase in Black advisor representation.

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