Collecting a wide range of data types, such as photos, videos, text, and voice recordings, can lead to data overload. Managing, organizing, and analyzing this diverse data can be time-consuming and complex.
Researchers must develop robust analytical methods to extract meaningful insights from the collected data.
When selecting what platform to work with, researchers also need to consider how the platform assists in sorting the data in a way so that time is saved and findings and conclusions can become clear.
Collecting data from participants' mobile devices raises privacy and ethical considerations. Researchers must ensure that they obtain informed consent, protect participants' personal information, and handle sensitive data responsibly.