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Heena Kuwayama; Adam Tyner – Thomas B. Fordham Institute, 2025
For decades, calculus has towered over the high-school math landscape, its mastery viewed as the surest marker of high academic achievement. Yet in New England as across the nation, changes are underway: Statistics and data science courses are multiplying, and state leaders are re-engineering graduation rules so students can choose the pathway…
Descriptors: Mathematics Education, Calculus, Public Schools, Secondary School Mathematics
Kimberly Dwyer; Angela M. Kelly – Journal for Research in Mathematics Education, 2025
This quantitative correlational study examines school-level longitudinal outcomes of eighth-grade algebra universal acceleration in 15 U.S. school districts when compared with selective acceleration in 289 school districts. Universally accelerated school districts had higher enrollments, with large effect sizes, in geometry, algebra 2, and…
Descriptors: Algebra, Grade 8, Mathematics Instruction, Acceleration (Education)
Matt Giani; Franchesca Lyra; Adam Tyner – Thomas B. Fordham Institute, 2025
While calculus remains the gold standard of academic rigor in most college admissions offices, educators and employers increasingly champion advanced statistics as critical for navigating today's data-driven workforce. So which math pathway actually shapes long-term success? To find out, we asked UT Austin Associate Professor Matt Giani, graduate…
Descriptors: Calculus, Statistics, Mathematics Education, Public Schools

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