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A study of 100 countries finds that countries with higher average educational attainment have higher average GDP per capita and lower average crime rates. A researcher concludes: 'More educated individuals are more likely to have higher incomes and commit fewer crimes.'

Which statement best describes the logical error in this conclusion?