The third day at the 2026 International Communication Association conference in Cape Town starts for me with a session on digital trace data, and a paper by Kyle van Gaeveren, whose interest is in digital trace data. He notes that digital log data have always been very smartphone-dependent, and comparisons of this with laptop-derived trace data are important.
His project provided laptops to some 100 knowledge workers, and used a tool called ActivityWatch to trace which laptop and smartphone apps people were using; this tracked duration, frequency, and fragmentation, but also switching between devices and user mood. Part of the …











