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Problem 1: Let's begin, as is good practice, with univariate analyses of some of the variables we'll want to investigate. Provide an appropriate and complete

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Problem 1: Let's begin, as is good practice, with univariate analyses of some of the variables we'll want to investigate. Provide an appropriate and complete report on these items: ' Q112, "Perceptions of corruption in the country" ' Q118, "Frequency ordinary people pay a bribe, give a gift or do a favor to local ofcials/service providers in order to get services" ' Q120, "Risk to be held accountable for giving or receiving a bribe" ' Q181, "Justifiable: Someone accepting a bribe in the course of their duties"

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