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Cash-back rewards: Effects on spending and debt accumulation

  • Sumit AGARWAL
  • , Swee Hoon ANG
  • , Yonglin WANG*
  • , Jian ZHANG
  • *Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

Abstract

This paper assesses the impact on consumption and debt repayment from a credit card promotional campaign offering cash-back rewards. Using account-level administrative data from a large U.S. financial institution, we employ a generalized difference-in-differences design and find that even with a small 1% cash-back incentive, the rewards program leads to a substantial change in consumer behavior. Cardholders joining the rewards program increase their credit card spending by 32% and their debt by 8%, with such behavior persisting in the long run. Evidence from credit bureau confirms that the higher spending and debt are not driven by cross-card substitution or similar promotions by other card issuers. Different consumer segments respond differentially to the promotional campaign. Consumers with a higher level of liquidity constraints and who are less financially literate demonstrate more pronounced responses.
Original languageEnglish
Article number107616
Number of pages19
JournalJournal of Banking and Finance
Volume184
Early online date5 Jan 2026
DOIs
Publication statusPublished - Mar 2026

Bibliographical note

The authors thank the editors, Christa Bouwman and Thorsten Beck, and two anonymous reviewers for their valuable suggestions. We are also grateful to Anna Lunn, Sujit Chakravorti, Gene Amromin, Marc Bourreau, Rich Rosen, Marianne Verdier for their helpful comments. We further thank seminar participants at the Federal Reserve Bank of Chicago, the University of Paris Ouest Nanterre la Défense, and the Department of Economics at Lingnan University.

Publisher Copyright:
© 2026 The Authors

Funding

Yonglin Wang thanks the Hong Kong Research Grants Council (General Research Fund No. 13502124) and Lingnan University (Direct Grant No. DR24D1). Jian Zhang thanks the Hong Kong Research Grants Council (General Research Fund No. 17504925), the University of Hong Kong (Seed Fund for PI Research – Basic Research, 109001081), and the HKU Jockey Club Enterprise Sustainability Global Research Institute (Early Idea Grants).

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production

Keywords

  • Consumption
  • Spending
  • Credit card
  • Behavioral bias
  • Rewards
  • Debt repayment

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