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In this study, the authors synthesized the extant research literature utilizing data from the High School Longitudinal Study of 2009 (HSLS:09) to investigate the malleable student, teacher, school, and parent-level characteristics associated with algebra achievement and whether these relationships were consistent across studies. We’ve summarized the results of 21 studies across 2 outcome variables (9th and 11th grade algebra achievement) using optimal resource theory as a research framework to summarize best-practices for improving student outcomes.