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Research collected in 2000 suggests that people with black or brown eyes probably drink less alcohol than those with blue or green eyes. Researchers found that the latter group reported more instances of alcohol abuse. Darker eye pigments are caused by higher levels of melanin, which may cause a greater susceptibility and aversion to alcohol.