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. Author manuscript; available in PMC: 2024 Jan 26.
Published in final edited form as: Rev High Ed. 2020 Winter;44(2):189–235. doi: 10.1353/rhe.2020.0044

Table 3.

Changes in Distribution of Student Characteristics Within Meta–Major by 2014

Undeclared (%) (Δ) STEM (%) (Δ) Humanities/ Liberal Arts (%) (Δ) Social Sciences (%) (Δ) Education (%) (Δ) Business (%) (Δ) Health Sciences (%) (Δ) Industry/ Manufacturing/ Agriculture/ Construction (%) (Δ) Public Safety (%) (Δ) Total (%) (Δ)
Gender
 Male 44.4 70.8 49.1 32.9 23.3 49.1 15.8 88.6 62.1 46.0
(−15.1) (−5.3) (3.6) (3.5) (−0.5) (−6.8) (1.1) (3.0) (−3.0)
 Female 55.6 29.2 50.9 67.1 76.7 50.9 84.2 11.4 37.9 54.0
(15.1) (5.3) (−3.6) (−3.5) (0.5) (6.8) (−1.1) (−3.0) (3.0)
Race
 White 50.8 55.7 59.6 47.1 48.7 50.2 50.7 63.7 49.4 52.9
(−5.7) (1.7) (0.9) (−1.7) (−0.4) (0.7) (2.5) (2.3) (0.4)
 Black 11.0 10.0 13.0 15.9 11.9 15.3 17.1 14.1 11.3 13.4
(7.1) (−1.5) (2.1) (−0.2) (−1.3) (−1.4) (−0.1) (0.7) (0.1)
 Hispanic 32.4 20.0 20.5 28.4 29.7 25.9 23.0 15.2 34.9 25.2
(5.6) (−0.1) (−2.7) (1.1) (−2.2) (0.0) (−3.0) (−5.9) (−1.0)
 Asian 2.2 6.9 3.6 5.7 5.2 6.5 3.8 0.7 2.2 4.2
(−4.6) (−0.4) (−0.4) (2.1) (4.8) (1.1) (0.1) (−0.1) (0.0)
 Other races 3.7 7.4 3.2 2.9 4.4 2.1 5.4 6.4 2.3 4.2
(−2.4) (0.3) (0.1) (−1.2) (−0.9) (−0.4) (0.5) (3.0) (0.5)
First–generation college studenta
 No 28.2 32.5 27.8 26.2 23.5 18.6 20.0 29.9 19.9 25.6
(1.1) (1.7) (−0.1) (−2.5) (−1.3) (−7.2) (0.5) (9.9) (−1.6)
 Yes 71.8 67.5 72.2 73.8 76.5 81.4 80.0 70.1 80.1 74.4
(−1.1) (−1.7) (0.1) (2.5) (1.3) (7.2) (−0.5) (−9.9) (1.6)
Family income quartile
 Q1 22.4 25.5 20.9 28.8 25.6 24.3 29.1 23.3 26.8 25.0
(10.4) (−0.8) (0.9) (−0.1) (2.8) (0.5) (−1.6) (−1.9) (−3.3)
 Q2 26.2 27.1 19.5 26.4 22.0 28.1 26.7 23.3 22.4 25.0
(0.6) (0.5) (−2.8) (4.0) (−7.0) (0.2) (−0.4) (−3.1) (2.6)
 Q3 26.7 19.8 27.5 23.8 30.7 25.0 22.9 28.6 24.4 25.0
(−11.6) (−1.7) (2.1) (−1.4) (−0.3) (−1.2) (0.3) (3.6) (2.5)
 Q4 24.7 27.5 32.1 20.9 21.7 22.6 21.3 24.8 26.4 25.0
(0.5) (2.0) (−0.2) (−2.5) (4.5) (0.5) (1.7) (1.4) (−1.9)
Total % 16.2 13.3 15.8 12.2 4.7 11.0 15.2 5.9 5.7 100.0
(11.7) (−0.7) (−8.2) (0.7) (0.7) (−0.7) (−4.3) (0.9) (−0.1)
Weighted N 158,144 129,159 153,684 118,782 46,159 107,161 147,570 57,608 55,369 973,636

Note. N = 4,250. Analyses used the BPS analysis weight (WTA000); with the weight, our estimates represent 973,636 in the population. Table presents percentage of students in each category, followed by the difference (Δ) in the reported value between the first and third years in parentheses. Categories within a variable add up to 100% within each column/meta–major.

a

Unweighted N = 3,945 in this measure only; 305 participants answered “don’t know” to parents’ highest education.