This document provides guidance on conducting audits to assess appropriate use of venous thromboembolism (VTE) prophylaxis in hospitals. It describes snap-shot and detailed audits, resources needed, steps to conduct audits, and how to report and disseminate results to drive quality improvement. The goal is to help close any gaps between evidence-based guidelines and actual clinical practice of VTE prophylaxis prescription and use.