This paper explores practical ways to engage two areas of educational scholarship--research on science learning and research on social networks--to inform efforts to plan and support implementation of new standards. The standards, the "Next Generation Science Standards" (NGSS; NGSS Lead States in Next generation science standards: For states, by states. National Academies Press, Washington, DC, 2013), have been adopted by U.S. states serving more than one-quarter of all students, and they are grounded in decades of research on how students learn science. In this paper we discuss efforts to leverage recent research on social networks to inform standards implementation across a set of professional associations and school districts. These efforts are being undertaken by the Research + Practice Collaboratory which is testing a set of conjectures related to how the knowledge base from both research and practice can mutually inform STEM education improvement.