• Genetically predicted higher educational attainment is causally associated with lower risk of alcohol dependence, cannabis use disorder, and opioid use disorder.
• The protective effect of education on substance use disorders is robust across multiple Mendelian randomization sensitivity analyses.
• No significant causal association was found between educational attainment and other substance use disorders, suggesting specificity.
• Improving educational attainment could be an effective public health strategy to reduce the burden of substance use disorders.
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