You Are How You Pay: Understanding and Identifying the Payment Behavior of Sociodemographic Groups
Year: 2026
Type: article
Abstract: Understanding the payment behavior of sociodemographic groups is important for public institutions in designing inclusive policies. Thus, public institutions regularly conduct payment surveys to monitor the payment behavior of these groups. However, such surveys are costly, conducted infrequently, and limited in the number of participants. This article presents a methodology that enables policy-makers to monitor the payment behavior of sociodemographic groups with card data while complying with privacy rights. Specifically, it provides a correlational analysis of payment behavior across sociodemographic groups, demonstrates the potential of payment data to infer sociodemographic information, and proposes a methodology for enriching card data with this information. This article reveals that sociodemographic groups exhibit different payment behaviors, that groups can be inferred from payment data, and that anonymized card data can be enriched with sociodemographic information. The proposed methodology enables public institutions to complement surveys with timely sociodemographic insights from anonymized card data, reducing costs, easing participant burden, and allowing more frequent updates.
DOI: 10.1145/3797478
Authors: Aurel Ruben Mäder, Matthias Jüttner, Daniel Gatica-Perez
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W7130516694