Its not the students major its the student

income at 33 = person’s own income at 32 • ((income at 33/income at 32) for person’s major/quartile) Results are robust to basing the scaling factor on all or just non‐zero incomes, major only (not major‐by‐quartile) Why is this important? Occupations associated with different majors ................
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