There are literal league tables of corruption, and many African countries do not do well on them (https://en.wikipedia.org/wiki/Corruption_Perceptions_Index). It's not a simple case of tracking corruption either - the CPI is sometimes used to determine whether or not someone has broken international law trading with a country's government (https://en.wikipedia.org/wiki/Foreign_Corrupt_Practices_Act).