Notoriously they have been since about the 90s ...
So they will be replacing themselves with robots then? It's either foreigner workers or robots, either way, the average Joey Japan doesn't end up with any more money in their pocket and therefore many people will still struggle to find the money to have children.
This is not a joke - they're actually banking on this.