I studied how existing platforms handle citizen reporting, OpenLitterMap chief among them, and ran informal sessions with students who already organize cleanups. One pattern kept surfacing: these tools are built for the database, not for the person filling it.
- Recognition drives repetition. Volunteers kept contributing when their effort was visible to peers. Private impact faded fast.
- Manual input kills momentum. Asking people to tag waste types or enter coordinates mid-cleanup is exactly where they dropped off.
- Cleanups are social. Turnout and retention rose sharply when the work happened in groups chasing a shared goal.