Health data are often re-used to improve patient outcomes and to foster innovation. To allow valid and reliable decision making based on health data, it is of utmost importance to ensure the data are of high quality. In this blog article, we describe our take on what constitutes data quality, where to put the threshold for data to be considered of high quality, and how we have formalised this into an assessment framework.