A case-control study is an observational study comparing individuals with a disease (cases) to those without (controls) to identify potential risk factors. These studies are typically retrospective, often rely on medical records, and are commonly used for rare diseases, though they can face issues like recall and selection bias. The measure of association used in case-control studies is the odds ratio.