Calculus or Statistics: Does It Matter?

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Bibliographic Details
Title: Calculus or Statistics: Does It Matter?
Language: English
Authors: Matt Giani, Franchesca Lyra, Adam Tyner, Thomas B. Fordham Institute
Source: Thomas B. Fordham Institute. 2025.
Availability: Thomas B. Fordham Institute. 1701 K Street NW Suite 1000, Washington, DC 20006. Tel: 202-223-5452; Fax: 202-223-9226; e-mail: thegadfly@fordhaminstitute.org; Web site: https://fordhaminstitute.org/
Peer Reviewed: N
Page Count: 69
Publication Date: 2025
Sponsoring Agency: Barr Foundation
Thomas B. Fordham Foundation
Document Type: Reports - Research
Education Level: High Schools
Secondary Education
Higher Education
Postsecondary Education
Descriptors: Calculus, Statistics, Mathematics Education, Public Schools, High School Students, Outcomes of Education, Advanced Placement, College Attendance, Longitudinal Studies, Academic Standards, Difficulty Level, College Admission, Advanced Courses, College Faculty, Teacher Attitudes, Teaching Assistants, Enrollment Trends, Statistics Education, Comparative Analysis, Salaries, Course Selection (Students)
Geographic Terms: Texas
Abstract: 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 assistant Franchesca Lyra, and Fordham's Adam Tyner to analyze course-taking patterns from roughly twenty years of data on more than five million Texas public high school students. Then they focused on the 178,000 students who took either AP Calculus or AP Statistics, tracking them into college and the workforce to compare their long-term outcomes. The study yields several top-line results worth your time. Among them: While taking rigorous math courses improves postsecondary outcomes, students who take AP Calculus don't necessarily earn higher long-term salaries than those who take AP Statistics. In the end, the study underscores the importance of offering multiple advanced math options, suggests that there isn't a one-size-fits-all approach for college-bound students, and reaffirms the need to address longstanding disparities in advanced course-taking.
Abstractor: As Provided
Entry Date: 2025
Accession Number: ED673481
Database: ERIC
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