This paper explores the influences of the approved results of loans cases, the loan applicants' socioeconomic attributes in the decision of personal loan. The results can improve the credit quality and avoid the misjudgment of screening personal loan customers and also establish a better...

Research shows that Black, Latinx, and other minorities pay more for credit and banking services, and that wealth accumulation differs starkly between their households and white households. The link between debt inequality and the wealth gap, however, remains less thoroughly explored,...

We use the 2016 FinAccess Household survey data of 2015 from 8665 households and desktop reviews to examine how perceptions, behaviour, financial literacy and socioeconomic characteristics of un(der) banked consumers can shape their dynamics towards credit usage. The challenges and opportunities...

We analyze competition in the consumer lending segment between banks and financial technology (or “fintech”) companies (or “fintechs”) as well as giant technology (or “bigtech”) companies (or “bigtechs”) providing alternative credit. We use a database combining banklevel...

With open banking, consumers take greater control over their own financial data and share it at their discretion. Using a rich set of loan application data from the largest German FinTech lender in consumer credit, this paper studies what characterizes borrowers who share data and assesses its...