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Using student fixed effects and panel data, we explored the relationship between days absent and student learning. We found a negative relationship between absenteeism and test scores--with each additional day students are absent from school, their test scores decline, especially in Math. Increased absenteeism may thus partially explain continued struggles with learning recovery post-pandemic. We identified that the relationship between absenteeism and test scores intensified over time: the relationship between test scores and absenteeism remains as strong as, or stronger than, it was pre-pandemic. These findings point to the critical importance of improving attendance, particularly for student groups that have been historically marginalized in K-12 schooling and experienced the poorest outcomes during the pandemic.