Open banking and customer data sharing: implications for fintech borrowers

  • 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 impact on loan application outcomes. I show that riskier borrowers share data more readily, which subsequently leads to an increase in the probability of loan approval and a reduction in interest rates. The effects hold across all credit risk profiles but are the most pronounced for borrowers with lower credit scores (a higher increase in loan approval rate) and higher credit scores (a larger reduction in interest rate). I also find that standard variables used in credit scoring explain substantially less variation in loan application outcomes when customers share data. Overall, these findings suggest that open banking improves financial inclusion, and also provide policy implications for regulators engaged in the adoption or extension of open banking policies.

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Author:Rachel J. Nam
URN:urn:nbn:de:hebis:30:3-691063
URL:https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4278803
DOI:https://doi.org/10.2139/ssrn.4278803
Parent Title (English):SAFE working paper ; No. 364
Series (Serial Number):SAFE working paper (364)
Publisher:SAFE
Place of publication:Frankfurt am Main
Document Type:Working Paper
Language:English
Year of Completion:2022
Year of first Publication:2022
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2022/12/06
Tag:Big data; Customer data sharing; Data access; Data portability; Digital footprints; FinTech; Marketplace lending; Open banking; P2P lending
Issue:First draft: Sept 23, 2022
Page Number:63
Note:
JEL-Klassifikation: G Financial Economics / G5 Household Finance / G50 General
HeBIS-PPN:503384690
Institutes:Wirtschaftswissenschaften / Wirtschaftswissenschaften
Wissenschaftliche Zentren und koordinierte Programme / House of Finance (HoF)
Wissenschaftliche Zentren und koordinierte Programme / Center for Financial Studies (CFS)
Wissenschaftliche Zentren und koordinierte Programme / Sustainable Architecture for Finance in Europe (SAFE)
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
3 Sozialwissenschaften / 33 Wirtschaft / 330 Wirtschaft
JEL-Classification:D Microeconomics / D1 Household Behavior and Family Economics / D12 Consumer Economics: Empirical Analysis
G Financial Economics / G2 Financial Institutions and Services / G21 Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
G Financial Economics / G2 Financial Institutions and Services / G28 Government Policy and Regulation
Sammlungen:Universitätspublikationen
Licence (German):License LogoDeutsches Urheberrecht