To assess whether contact tracing apps are a good tool in our fight against covid, we need to evaluate not only the usefulness of the data but also the specifics of the technology and people's privacy preferences. Here's the CCC's list of requirements https://www.ccc.de/en/updates/2020/contact-tracing-requirements

Definitely shows a need for more behavioral economics research on privacy preferences!