What do we mean when we talk about high-quality data? What defines such data and separates them from lower-quality data? High-quality data are built on essential elements that address how best to collect, report, analyze, and use data, thus ensuring data can be confidently relied on as credible for decision-making. Use this resource to help you think about your own data and what you might do to improve them.