Digital data collection for health research usually follows well-established methods. In many of the labs that work with mobile sensing, research subjects are provided with consent forms, task instructions, and sensor devices or apps. Once the research subjects agree to participate, the expectation is that they will comply with the procedures and allow their lives to be digitally tracked. After that, they are usually dismissed.