This document discusses some of the ethical considerations related to collecting data on hand hygiene compliance, including potential biases. It notes that bias can be introduced during data collection and defines different types of biases like observer bias. It also addresses privacy concerns, staffing issues, and the use of technology to collect data. Finally, it discusses recommendations and strategies from organizations like WHO to help standardize data collection methods and ensure ethical practices.