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. Author manuscript; available in PMC: 2024 Mar 8.
Published in final edited form as: AERA Open. 2023 Jul 25;9:10.1177/23328584231186612. doi: 10.1177/23328584231186612

TABLE 4.

Means and Proportions Describing Differences by Race in Study Covariates

Student Race
White (W) Latinx (L) Black (B) Asian (A) Wv.L Wv.B Wv.A Lv.B Lv.A Bv.A
Outcomes reflecting prior opportunities to learn
Level of eighth-grade math:
 Lower than algebra I 0.59 0.63 0.76 0.38 *** *** *** *** ***
 Algebra I (ref) 0.37 0.34 0.21 0.48
 Higher than algebra I 0.04 0.03 0.03 0.15 *** *** **
Eighth-grade math GPA 3.15 2.78 2.81 3.30 *** *** + *** ***
Enrolled in core eighth-grade science 0.05 0.05 0.06 0.07 *
Eighth-grade science GPA 3.26 2.81 2.88 3.38 *** *** + *** ***
Ninth-grade math test score 0.18 −0.17 −0.43 0.69 *** *** *** *** *** ***
Adolescent’s educational attitudes
Adolescent’s educational expectations:
 High school or less (ref) 0.15 0.25 0.19 0.08
 Some college 0.09 0.10 0.06 0.09 ** ** + ** **
 Bachelor’s degree 0.24 0.21 0.18 0.19 *** ** ** **
 Master’s degree 0.29 0.24 0.24 0.26 *** *** + *** **
 Higher than master’s 0.23 0.20 0.33 0.38 *** *** *** *** ***
Adolescent’s math self-efficacy 0.06 −0.12 0.03 0.26 *** *** * *** *
Adolescent’s math identity 0.03 −0.13 0.02 0.38 *** *** ** *** ***
Adolescent’s math interest 0.01 −0.07 0.05 0.27 + *** * *** *
Adolescent’s math utility value −0.09 0.07 0.29 0.09 *** *** *** *** **
Adolescent’s STEM attainment value 0.07 −0.03 0.15 0.06 * **
Adolescent expects a STEM occupation 0.34 0.28 0.30 0.43 *** *** *** ***
High school context
High school type:
 Public (ref) 0.89 0.96 0.96 0.91
 Catholic 0.05 0.03 0.02 0.03 *** *** **
 Other private 0.05 0.02 0.02 0.06 *** *** *** ***
High school urbanicity:
 City (ref) 0.21 0.46 0.41 0.50
 Suburb 0.35 0.32 0.30 0.35 *** *** **
 Town 0.15 0.07 0.10 0.04 *** ** *** +
 Rural 0.29 0.15 0.19 0.11 *** *** *** *
High school region:
 Northeast (ref) 0.20 0.13 0.17 0.20
 Midwest 0.29 0.09 0.18 0.15 *** **
 South 0.34 0.35 0.58 0.20 ** * * *** ***
 West 0.16 0.44 0.07 0.45 *** + ** *** ***
Percentage eligible for free lunch 30.34 50.33 52.35 32.02 *** *** *** ***
Percentage Black 9.86 13.41 40.21 11.56 *** *** *** ***
Percentage Hispanic 9.49 41.70 15.95 23.33 *** *** *** *** *** ***
Percentage Asian/Pacific Islander 2.88 6.29 2.95 18.48 *** *** *** *** ***
High school offers algebra II 0.95 0.94 0.95 0.95
High school offers advanced math 0.89 0.82 0.82 0.92 * * ** **
High school offers calculus 0.82 0.79 0.82 0.82
High school offers AP/IB math Family characteristics 0.87 0.91 0.92 0.96 + *** * +
Not born in United States 0.02 0.19 0.06 0.35 *** *** *** *** *** ***
Native language not English 0.03 0.57 0.06 0.66 *** *** *** *** * ***
Parents’ educational expectations for adolescent:
 High school or less 0.09 0.12 0.09 0.03
 Some college 0.11 0.13 0.09 0.06
 Bachelor’s degree 0.38 0.31 0.29 0.32 ** * ** **
 Master’s degree 0.23 0.20 0.23 0.24 * ** + ** **
 Higher than master’s 0.19 0.24 0.30 0.35 * *** * *** **

Source. U.S. Department of Education, National Center for Education Statistics, “The High School Longitudinal Study of 2009.”

Note. AP/IB = Advanced Placement / International Baccalaureate; GPA = grade point average; STEM = science, technology, engineering, and math.

***

p<0.001.

**

p<0.01.

*

p<0.05.

+

p<0.10.