A country is never corrupt, the people are. And a person who doesn't do anything to change their current state, is no less as corrupt as those who are hated for their greed and ignorance.
Yes. Its not the country's fault, it depends on the administration. If a good leader leads the country, then it is a low instances having a corruption. But if a leader is greedy for money, maybe it can cause poverty in the country.