If the assumptions of the instrumental variable method are met, then if we observe that an increase in tax leads to a reduction in lung cancer, then one can infer that smoking is a ???cause??? of lung cancer (though perhaps indirectly, i.e. it???s not smoking directly that causes cancer but the build-up of tar in the lungs, etc.).