Does taking advanced math lead to more success in life?
- Vibhav Chincholi
- Nov 24, 2024
- 3 min read
Updated: Aug 30

Ever wondered if taking harder math classes in high school makes a real difference later in life? Research indicates that the highest level of math a student completes in high school can strongly predict college and career outcomes. Studies suggest that going beyond basic requirements can open doors that might otherwise remain closed. Understanding the impact of advanced math can help students, parents, and schools make informed decisions about academic planning.
Insights From the California Study
One of the largest studies on this topic examined over 1.1 million high school students in California. Its scale makes it particularly valuable for understanding trends across different student populations and regions. The study tracked students from high school through college and into their early careers, providing detailed evidence of how math education affects life outcomes.
Students who completed advanced math courses were far more likely to attend college. Those who reached calculus in high school had a much easier time gaining admission to state universities. More importantly, students who went beyond Algebra II were twice as likely to earn a bachelor’s degree compared with peers who stopped earlier. The research identified several key milestones. Finishing Algebra II emerged as a critical threshold for college readiness, while students who took any math class during their senior year experienced improved college outcomes, even if the class was not advanced.
The benefits of advanced math extended into the workforce as well. Early-career earnings were approximately 13 percent higher for students who completed challenging math courses. Over time, this advantage increased to around 25 percent by mid-career, particularly in science, technology, engineering, and mathematics fields. These findings demonstrate that the impact of advanced math is both immediate and long-lasting.
Who Takes Advanced Math and Why It Matters
The California study also highlighted disparities in access to advanced math. Asian and white students were more likely to enroll in and complete higher-level courses, while Black and Hispanic students had fewer opportunities. Schools in lower-income areas frequently offered limited advanced math options, restricting students’ potential pathways to college and high-paying careers.
Advanced math offers more than just academic knowledge. It develops critical thinking skills, teaches students to approach complex problems systematically, and fosters persistence. Successfully completing challenging courses also builds confidence that extends beyond math. Students gain proof that they can tackle difficult tasks, which can influence their performance in other subjects and in life. Advanced math also signals to colleges and employers that a student is willing to work hard and confront challenges, creating additional opportunities for academic and professional advancement.
Recommendations for Schools, Students, and Parents
To maximize the benefits of math education, schools must expand access to advanced courses and ensure students are prepared early. Middle school preparation, ongoing support for students struggling with concepts, and encouragement to continue math throughout high school are all essential. Equity is critical. Schools should ensure that advanced math is available to all students, not just those in particular demographics or neighborhoods.
For students and parents, planning is key. Start building strong math skills early, avoid skipping math in senior year, and challenge yourself to take the most rigorous courses you can manage. Seek help through tutoring or study groups if needed, and make sure all college prerequisites are met. These steps can maximize the benefits of advanced math courses and set the stage for future success.
Conclusion
The evidence from the California study is clear: advanced math in high school is linked to higher college enrollment, improved graduation rates, and greater career earnings. While taking harder courses does not guarantee success, it creates more opportunities and helps develop skills that are valuable in college and beyond. For schools, families, and students, the message is straightforward. Investing in math education and providing equitable access to challenging courses can have lasting effects on students’ lives. The key is to ensure that every student has the chance to pursue advanced math and receive the support necessary to succeed.




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