In the discussion on the importance of calculus versus other mathematical disciplines for physical science students, calculus I is emphasized as the more crucial subject. The majority of physics concepts necessitate a solid understanding of calculus, making it essential for students pursuing advanced studies. Additionally, engaging with topics beyond basic probability and statistics also requires calculus knowledge, reinforcing its significance in the physical sciences curriculum.