Do Black Fintechs Matter? The Long and Winding Road to Develop Inclusive Algorithms for Social Justice

社会公正 计算机科学 社会学 算法 犯罪学
作者
Eduardo Henrique Diniz,Bruno Henrique Sanches,Marlei Pozzebon,Simone S. Luvizan
出处
期刊:Management Information Systems Quarterly [MIS Quarterly]
被引量:1
标识
DOI:10.25300/misq/2024/18288
摘要

Racism in the financial sector is a complex global phenomenon involving intertwined social, economic and digital systems. Credit denial rates for black applicants suggest that financial systems have assimilated racial discrimination into their algorithms and credit scoring tools. Considering that digital tools incorporate their developers' life experiences and perspectives, and in view of the low representation of the black community in the digital startup universe, it is evident that even well-meaning fintechs are reproducing racial bias in their technology-intensive business models. In this paper, we investigate how three black-owned Brazilian fintechs design and use inclusive algorithms to decrease persistent social injustice involving racial financial inclusion. We combine the concept of socio-technical reconfiguration, taken from the South American tradition of social technology, with the three core concepts of Nancy Fraser’s theory of social justice – representation, recognition and redistribution – to analyze the process by which black-owned fintechs develop their particular solutions for combating racial bias. We found that, pressured by the need to be profitable, the lack of capital to develop their own credit scoring tools, and the low profile maintained by the black community ecosystem, black-owned fintechs focus on a sort of affirmative experimentation to gradually create original digital solutions aimed at achieving social justice in the financial system.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
吃一口王俊凯完成签到,获得积分10
刚刚
刚刚
炙热的素发布了新的文献求助10
1秒前
2秒前
kkkkkkk_完成签到,获得积分10
4秒前
4秒前
正午完成签到,获得积分20
6秒前
6秒前
6秒前
健康的妙菱完成签到,获得积分10
6秒前
香蕉觅云应助YF采纳,获得10
7秒前
8秒前
8秒前
qian发布了新的文献求助10
9秒前
平淡南露发布了新的文献求助10
10秒前
Laura完成签到,获得积分10
10秒前
Anonymous发布了新的文献求助10
10秒前
若初拾光完成签到,获得积分10
12秒前
萧水白应助诚心的黑猫采纳,获得10
13秒前
1235656646完成签到,获得积分10
14秒前
科目三应助透视眼采纳,获得10
15秒前
16秒前
蜗牛带我散步完成签到,获得积分20
17秒前
模糊中正应助LmaPN7采纳,获得20
18秒前
yunna_ning完成签到,获得积分10
18秒前
19秒前
孤独的狼完成签到,获得积分10
20秒前
CodeCraft应助史蒂芬·周采纳,获得10
20秒前
20秒前
无隅完成签到,获得积分10
21秒前
言三斤发布了新的文献求助10
22秒前
ALUCK完成签到,获得积分10
22秒前
nicolight完成签到,获得积分10
22秒前
Floap32完成签到,获得积分20
23秒前
23秒前
斯文败类应助mojomars采纳,获得10
24秒前
兴奋小林发布了新的文献求助10
25秒前
orixero应助freedommm采纳,获得100
25秒前
手扶清风完成签到 ,获得积分10
25秒前
25秒前
高分求助中
Licensing Deals in Pharmaceuticals 2019-2024 3000
Cognitive Paradigms in Knowledge Organisation 2000
Effect of reactor temperature on FCC yield 2000
Near Infrared Spectra of Origin-defined and Real-world Textiles (NIR-SORT): A spectroscopic and materials characterization dataset for known provenance and post-consumer fabrics 610
Promoting women's entrepreneurship in developing countries: the case of the world's largest women-owned community-based enterprise 500
Shining Light on the Dark Side of Personality 400
Introduction to Spectroscopic Ellipsometry of Thin Film Materials Instrumentation, Data Analysis, and Applications 400
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3308145
求助须知:如何正确求助?哪些是违规求助? 2941687
关于积分的说明 8504876
捐赠科研通 2616322
什么是DOI,文献DOI怎么找? 1429586
科研通“疑难数据库(出版商)”最低求助积分说明 663807
邀请新用户注册赠送积分活动 648793