It happened around 4:00 p.m. Friday at the SEPTA station at Evergreen and Germantown Avenues.
Officials tell Action News that a Chestnut Hill West train was entering the station when it a barrier at the end of the station.
Five people received minor injuries.
The incident is under investigation.
SEPTA said service has not been affected.