This document discusses selected special applications of pharmacoepidemiology, focusing on studies of vaccine safety. It describes various methods used to monitor vaccine safety, including pre-licensure clinical trials, post-licensure surveillance systems like VAERS, and epidemiological studies. It addresses some methodological challenges in vaccine safety studies like assessing causality, accounting for confounding factors, and identifying rare adverse events. Large automated databases like the Vaccine Safety Datalink are highlighted as a valuable tool for monitoring vaccine safety on a population-level.