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Is the country score a reliable measure of a countrys perceived level of corruption?

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Is the country score a reliable measure of a countrys perceived level of corruption?

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In terms of perceptions of corruption, the CPI is a solid measurement tool. The reliability differs, however, between countries. Countries with a low number of sources and large differences in the values provided by the sources (indicated by a large Standard Deviation) convey less reliability as to their score and ranking.

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