Credit Markets, Yufeng Huang, Yukun Liu, Bowen Luo, Xi Wu"> Credit Markets">

"No-Interest" Advertising in High-Cost Consumer Credit Markets

64 Pages Posted: 2 Oct 2025 Last revised: 17 Apr 2026

See all articles by Yufeng Huang

Yufeng Huang

University of Rochester - Simon Business School

Yukun Liu

University of Rochester - Simon Business School

Bowen Luo

University of Houston - C.T. Bauer College of Business

Xi Wu

University of California, Berkeley - Haas School of Business

Date Written: April 07, 2026

Abstract

This paper examines whether advertised cost claims that do not reflect total borrowing costs affect consumer choices and beliefs in expensive, short-term credit markets. We assemble a comprehensive dataset on cash-advance apps combining detailed advertising content, app downloads and usage, and actual borrowing costs. We find that apps charging high all-in costs tend to advertise "no-interest." These claims are particularly effective at increasing continued usage by existing users. Using a survey experiment, we show that these claims lead a substantial fraction of respondents to believe that total borrowing costs are zero, even after they have been shown the actual costs.

JEL Classification: G5, M3

Suggested Citation

Huang, Yufeng and Liu, Yukun and Luo, Bowen and Wu, Xi, "No-Interest" Advertising in High-Cost Consumer Credit Markets (April 07, 2026). Available at SSRN: https://ssrn.com/abstract=5554578 or http://dx.doi.org/10.2139/ssrn.5554578

Yufeng Huang

University of Rochester - Simon Business School ( email )

Rochester, NY 14627
United States

HOME PAGE: http://https://sites.google.com/site/yufenghuangphd/

Yukun Liu

University of Rochester - Simon Business School ( email )

Rochester, NY 14627
United States

Bowen Luo (Contact Author)

University of Houston - C.T. Bauer College of Business ( email )

Houston, TX 77204-6021
United States

Xi Wu

University of California, Berkeley - Haas School of Business ( email )

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