国际清算银行-金融科技信贷的使用和停用_即买后付符合信用报告（英）-2025.1_84页_2mb

Summary

Title: The Use and Disuse of FinTech Credit: When Buy-Now-Pay-Later Meets Credit Reporting

Key Findings:

1. Impact of Credit Reporting: The introduction of credit reporting regulations for BNPL lenders significantly reduced BNPL usage, with consumers cutting back by an average of 14% relative to the pre-policy period. This effect was more pronounced among borrowers with default histories, who also showed improved repayment behaviors.

2. Structural Shift: BNPL usage declined, leading to a structural shift in payment strategies, with users increasingly opting for credit and debit cards, highlighting a decline in BNPL's prominence.

3. Disciplinary Mechanism: The study underscores the role of information sharing (credit reporting) in disciplining borrowers, particularly those at higher default risk, as increased default costs reduced moral hazard.

4. Heterogeneity Effects:

   • Age & Consumption: Younger and higher-consumption borrowers were more sensitive to the policy change.
   • Bank Credit Access: Users with access to traditional credit cards reduced BNPL usage more sharply, possibly shifting to alternative borrowing channels.

5. Real Effects on Consumption: BNPL usage reduction was associated with a decline in online consumption, indicating that some borrowers faced financial constraints, though offline spending was unaffected.

6. Survey Evidence: Consumers cited concerns about negative credit impacts as a primary reason for reducing BNPL usage. Those with prior defaults were more likely to adjust behavior, while financially literate users showed less sensitivity.

7. Market Synergies: BNPL integrates with Big Tech ecosystems, offering alternatives to traditional enforcement, which may partially compensate for regulatory gaps.

Methodology:
Used a unique dataset from China’s largest BNPL provider, leveraging a policy change in 2021. Applied event studies, difference-in-difference (DID), heterogeneity analysis, and propensity score matching (PSM-DID) to isolate policy effects.

Policy Implications: Information sharing via credit reporting can mitigate overborrowing risks while promoting disciplined FinTech usage, offering a balanced approach to regulatory oversight.