The catastrophe in Japan has placed renewed focus on the country's already fragile economy—and brought unexpected profits to investors who have long bet that the nation eventually will be dragged down by its debt problems.

In recent years, a chorus of voices has warned that Japan is facing an inevitable crisis to be brought on by a stagnant economy, a shrinking population and the worst debt profile of any major industrialised country.