Contact tracing is a key component of the COVID-19 response, particularly as societies begin to lift non-pharmaceutical interventions. However, it is a time-consuming and resource-intensive effort that depends on a trained and motivated workforce. Emergent digital contact tracing and quarantine (DCTQ) tools offer the potential to complement and strengthen conventional contact tracing initiatives on an unprecedented scale. Despite their visibility throughout the pandemic