Tap goes round and round!

When I try to shut off the hot water from my kitchen tap, it just goes round and round, never tightening completely. We have have to push down quite hard to make the water flow even slow down - it still drips no matter what we do. What would cause this? Is it likely to be something we could fix ourselves?

Thank you

Tap goes round and round!