I'm uncomfortable with how easily correlations are taken as causations. Will longer assignments 'teach' better? Or, is it that the students who are more willing

I'm uncomfortable with how easily correlations are taken as causations. Will longer assignments 'teach' better? Or, is it that the students who are more willing to learn are also more willing to do longer assignments?