Math pathways are an increasingly common policy reform where students choose a traditional math pathway (involving Algebra and/or Calculus) or an alternate math pathway more applicable to students' fields of study, namely Statistics or Liberal Arts Math with quantitative reasoning skills. We use data from all first-time-in-college students in the…

Contribution: This article compares student success via different pathways in which students take mathematics courses required for engineering degrees. Background: Mathematics courses are an integral part of engineering curriculum. Many institutions require or recommend the order in which students take Calculus II, Multivariable Calculus,…

Using the High School Longitudinal Study of 2009, we examine the association between taking Algebra I by the eighth grade and students' later achievements and advanced mathematics course-taking. To explore our research questions, we employ three distinct methods--regression analysis, fixed effects models, and propensity score matching. In all our…

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…

Background: Graduation rates in engineering programs continue to be a concern in higher education. Prior research has documented an association between students' experiences in first-year mathematics courses and graduation rates, but the influences of the mathematics courses completed and the grades earned are not fully understood. Purpose: The…

In the State of Queensland in Australia, Years 11 and 12 students can opt to study calculus based or non-calculus based mathematics. Calculus based mathematics subjects are a prerequisite for Science, Technology, Engineering and Mathematics (STEM), which has been identified as critically important for current and future productivity by the…

Decisions about who gets admitted to college, especially to selective institutions, are the result of a complex mix of policy and practice, and math expectations are part of that mix. Regardless of whether calculus is necessary for a student's college major, entrenched beliefs about calculus as a sign of rigor can play a significant role in…

Calculus is a stepping stone to science, technology, engineering, and mathematics (STEM) degrees and careers, but countless college students abandon their STEM ambitions after an encounter with calculus--or to avoid taking the intimidating course altogether. While traditional approaches have focused on prerequisite courses--which often repeat high…

The mid-20th century push for high school calculus nurtured generations of future STEM professionals. While the growth of high school calculus is often seen as an educational success story, the emphasis on calculus has also exacerbated opportunity gaps along racial and socioeconomic lines, and crowded out other important math topics that are…

This brief summarizes findings from a study in which we examined postsecondary college transcript and degree records from hundreds of thousands of transfer-intending community college students in three states. Our aim was to explore and test metrics that could be useful in the formative assessment of efforts to improve STEM transfer outcomes. Our…

The goal of this report is to shed light on how counselors view the persistent attachment to calculus in college admissions. This report examines how high school counselors interpret admissions offices' expectations, driving their advice that students maximize calculus opportunities. The conclusions are based on a survey and interviews conducted…

This report explores college-bound students' awareness of the range of math courses available, how those students make decisions regarding high school math course enrollment, and the implications of those choices for college admissions. Its focus is on students who are historically underrepresented in higher education, particularly Black and…

There is a low enrollment of African American high school students in advanced mathematics. High school advanced mathematics are prerequisites to college calculus, one of the basic courses in science, technology, engineering, and mathematics disciplines. African Americans earned only 7.6% of all bachelor's degrees in science, technology,…

This report examines the effects of taking math in 12th grade on several academic outcomes, including high school grade point average, A-G course completion, college enrollment, and college persistence. We also investigate whether particular types of math courses (for example, Calculus or Statistics) are especially beneficial for students'…

This report examines the impact of taking a math course in twelfth grade on L.A. Unified students' science, technology, engineering, and math (STEM) college course taking and academic achievement. We also investigate whether particular types of math courses (for example, Calculus or Statistics) are especially beneficial for students' postsecondary…