The Australian government’s contact-tracing app, COVIDSafe, has been touted as crucial for restarting the country’s economy and curbing COVID-19’s spread.

But until more data are collected, it’s hard to estimate how effective the app will be. Nonetheless, there are some predictable situations in which...