Gender, Race and Sectoral Inequality in Megacities: Case Study of Banking and Financial Services Industry

Achintya Ray
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Abstract

This article explores the issue of inequality by using the example of the banking and financial services industry workers’ wages in 2022 in the most famous American metropolitan areas, focusing on 3 of its dimensions: gender inequality, racial inequality, and pay gaps in this sector compared to others. The study is based on data from the American Community Survey (ACS) conducted by the Census Bureau. Population-level figures are derived using the replicate weights calculated in the article using STATA 16.1 software (the information in the ACS is contained in raw microdata form, the ACS is a probability sample, so the sampling weights derived by factoring in the non-response bias are essential to arrive at the population-level estimates). The financial services sector plays a significant role in the economies of these metropolitan areas, employing an average of 7.77% of adult workers (the highest in Phoenix (10.41%) and Dallas (9.77%)). The study showed that in these megacities, financial services workers earned 64.77% more in 2022 than workers in other sectors of the local economy, with the highest gap in New York (111.24%) and Boston (80.81%). Women in the financial sector of these cities earn, on average, 65.59% less than men, with the largest gender gap in Chicago (71.84%) and Dallas (71.26%). The earnings gap for black and non-white workers compared to their white counterparts in the cities studied averaged 36.16%, with the largest sectoral gaps in Houston (60.14%) and Riverside (55.06%). The findings can inform the development of policies that promote equitable pay practices, enforce stronger anti-discrimination laws, and support diversity and inclusion initiatives within the industry.
特大城市中的性别、种族和行业不平等:银行和金融服务业案例研究
本文以 2022 年美国最著名的大都市地区银行和金融服务业工人的工资为例,探讨了不平等问题,重点关注其中的三个方面:性别不平等、种族不平等以及该行业与其他行业相比的薪酬差距。本研究基于人口普查局开展的美国社区调查(ACS)数据。文章中使用 STATA 16.1 软件计算的复制权重得出了人口层面的数据(ACS 中的信息以原始微观数据的形式存在,ACS 是一个概率抽样,因此通过考虑非响应偏差得出的抽样权重对于得出人口层面的估计值至关重要)。金融服务业在这些大都市地区的经济中发挥着重要作用,平均雇用了 7.77% 的成年工人(最高的是菲尼克斯(10.41%)和达拉斯(9.77%))。研究显示,在这些大城市中,2022 年金融服务工作者的收入比当地经济其他部门的工作者高出 64.77%,其中纽约(111.24%)和波士顿(80.81%)的差距最大。这些城市金融行业的女性平均收入比男性低 65.59%,其中芝加哥(71.84%)和达拉斯(71.26%)的性别差距最大。在所研究的城市中,黑人和非白人工人与白人工人的收入差距平均为 36.16%,其中休斯顿(60.14%)和河滨(55.06%)的行业差距最大。研究结果可为制定促进公平薪酬实践的政策、执行更严格的反歧视法律以及支持行业内的多样性和包容性倡议提供参考。
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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