Key takeaways
Six things to know before reading further:
- Major-choice prediction is multi-factor: genuine interest + Conscientiousness self-assessment + financial constraints + career market analysis + MBTI type-fit. Type-fit is the smallest of the five but real for daily-friction sustainability.
- Per Komarraju et al. 2011 (DOI 10.1016/j.paid.2011.04.019), Big Five Conscientiousness predicts GPA at ~0.27 correlation across majors — much stronger than any type-major matching effect. Conscientiousness is the personality input that matters most.
- Genuine interest beats type-fit for sustainability. Without intrinsic interest, the highest-Conscientiousness student burns out by year 2; with strong interest, even off-type-fit majors are sustainable.
- Financial constraint can be the dominant input. Some natural-fit majors have weak job markets that compound debt-repayment difficulty across decades. Weight job-market analysis heavier when financially constrained.
- Use the framework as structured reflection, not as an algorithm. Individual circumstances shift weights — first-generation college students may weight mentor-access higher; international students may weight visa-pathway-aligned majors higher.
- MBTI type-fit is for tiebreaker among similar options, not for primary decision. When inputs 1-4 are roughly equal between two majors, type-fit can be the deciding factor.