Linking trace data to existing panel survey data can improve the analysis potential of the data, but can be sometimes difficult to implement due to requiring additional consent and completion of tasks from survey participants. In order to address these concerns, a group of participants were invited to install a smartphone app to share additional data, but this request was found to decrease panel retention in the following wave.
