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Many traditionally underserved student subgroups such as English learners (ELs), students with disabilities (SWDs), homeless students, and low-income students are highly diverse with significant internal variation. Yet researchers, practitioners, and policymakers often overlook this variation treating these subgroups in dichotomous terms (e.g., EL and non-EL). Doing so masks potentially important heterogeneity in the relationship between an education policy or program and student outcomes. In this conceptual paper, we explore this phenomenon ELs and SWDs, in the context school choice. We assert that the next generation of scholarship investigating the potential of education policies and programs to reduce inequality and close opportunity gaps hinges upon the use of data that goes beyond simple binaries and accounts for meaningful within-subgroup diversity.