Roberts and David coined the term "phubbing" (phone-snubbing) in their 2016 paper in Computers in Human Behavior. Their work, and follow-up studies, found that partner phone use during shared time correlates with lower reported relationship satisfaction. The mechanism is not surprising: attention is the basic currency of intimacy, and the phone is a competitor for it.
What individual screen-time apps cannot solve is the social half of the loop. If your phone use is your private problem, every conversation about it eventually feels like a lecture from one partner to the other. A shared mechanism, with both partners on the same tool and the same accountability surface, takes the conversation off the table and puts it in the app.
ScreenFine's partner mode is built around that shift. Both sides agree on the daily limit, both sides install the app, both sides see when the other goes over. The redemption (pushups, steps, mindful minutes) is something either partner can clock. The fine is a fact, not a fight.