State and national school accountability policies situate preventing chronic absenteeism on par with meeting state standardized test benchmarks. We question relying on school attendance as both a component of accountability policies and a means of enhancing equity in schools. Our research suggests out-of-school factors unrelated to missed instruction account for most of the associations between absences and test score achievement—with unexcused absences driving those associations. Excessive absences—and particularly unexcused absences—don’t harm students mainly through missed instruction. Instead, they reflect out-of-school harms students endure that have produced inequalities for years—and will continue to do so even if students show up or parents call in.

Teachers set the tone for their classrooms, but what teacher beliefs shape students’ sense of belonging? We investigate how teachers’ mindsets—or their beliefs about learning and school—relate to adolescents’ individual and collective reports of classroom belonging. Our pre-registered analyses include a multilevel design of how 1,200 US middle school students (ages 11–13; 50% female; 49% low income; 40% White, 30% Latinx, 13% Black, 9% Asian) and their teachers responded to surveys on educational mindsets. We find teachers’ growth mindset and confidence in teaching positively relate to students’ math class belonging—explaining between 30 and 40% of belonging among classes. Our data suggest a teacher’s own sense of school belonging is unrelated to the belonging students feel in class, suggesting teachers’ broad feelings of belonging may not influence students’ specific classroom feelings of belonging as anticipated. These findings reinforce the notion that what teachers think and believe influence how students feel when in class.

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