I looked up the H&R Pardner on the net, checked out the owner's manual, and it does show an "Ejector" and an "Ejector Spring." (As opposed to an extractor.) If you have a Pardner, it may be that your ejector spring is broken.
You might try shooting a couple of other makes of ammo to check ejection.