Researchers surveyed riders at five U.S. transit agencies operating fare-free services and examined how they responded to possible changes in fares, travel time, waiting time and walking time. Their analysis found that riders were especially responsive to the return of fares compared with increases in travel time.

The study estimates that 50% of new riders in the sample could stop using transit if fares rose above $1.30. It also estimates that the agencies could lose half of their overall ridership if fares rose above $1.90, although these figures describe modeled responses to fare changes rather than observed outcomes after an actual fare reinstatement.