Is it ethical to collect data from us (citizens and people) without our permission?

This is a debate question for my team. our answer is NO but we need to prove that by researchs to support our answer.

Please describe why it is important to have other permission before collecting data from them (Especially in public health surveillance)

Need High quality of writing (grammar, spelling), APA style.