I wish people would stop saying this.
In the flight school we had several accidents early on, and almost all of them were caused by a reluctance to go around. The training syllabus got a whole lot of changes to stop this sort of thing.
-Too high on final so the student dives at the runway, gaining speed, and forces it on. It wheelbarrows and goes off the runway and noses over. Twice in the same airplane, different students. Expensive. Engine and both wings trashed. Must have been the most-rebuilt 150 around.
-Same thing on a grass runway with a bit of wet snow on it. No traction for braking, so it ends up off the end and on its nose. Should have known that bad things were gonna happen when touching far down the length of a slippery short grass strip. Lots of damage.
-Student in a rather mild crosswind, first solo in a taildragger, the wind lifts the upwind wing and the downwind wing drags and it turns out of the wind and heads into the rhubarb and stops on its nose. Another propstrike and wing damage.
-Propstrike when a wheel landing in a taildragger bounced and the pilot tried to settle it down. It just started porpoising, hitting harder each time. An experienced pilot could save it, not so much a green taildragger student. Engine teardown and prop replacement.
All of these could have been avoided just by opening the throttle and getting out of there.
There are good reasons why the experienced guys say "you can always go around." They could add, "...and don't make the same dumb mistake on the next try."