Decades of research and practical experience with demographic data collection have led us to develop strategic principles that inform key decisions about what demographic data should be collected and how. Here, we provide our framework of principles for thinking strategically about how to GROW your demographic data collection practice. This collaborative article was written with our friend and colleague, Tom Workman of the American Institutes of Research.