Research on Student Note-taking: Implications for Faculty and Graduate Student Instructors. Research on note-taking indicates that taking notes in class and reviewing those notes (either in class or afterward) have a positive impact on student learning. Unfortunately, students’ notes are often inaccurate or incomplete. What can faculty do to encourage and enable more successful note-taking. Here is the article from the U. of Michigan teaching center.