The practice of medicine, the delivery of health care and public health services, and biomedical research have all become more data-intensive. The importance of managing information has become apparent, and with it attention to building knowledge commons. This chapter describes factors that influence the creation and use of diverse sets of data that enable biomedical advances. First, we charact…