Abstract Background: Digital exclusion extends beyond access to whether digital participation is associated with health-promoting behavior and health-related outcomes. Physical exercise may form one behavioral link between digital participation and health, but the strength of this sequence may differ across sociodemographic groups. Methods: We harmonized the 2013, 2018, and 2023 Chinese General Social Survey, including 29,295 adults across 31 provincial-level units.