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. Author manuscript; available in PMC: 2014 Nov 6.
Published in final edited form as: Popul Res Policy Rev. 2013 Jun 19;33(4):579–602. doi: 10.1007/s11113-013-9288-3

Table 4.

Estimated Predicted Probabilities and Marginal Effects from Multinominal Logit Regressions Predicting Educational Attainment in Early Adulthood, Weighted Data, Add Health, Waves I and IV, Males (n=6,595)

Model 1 Model 2 Model 3
PP (SE) PPj - PPref (SE) PP (SE) PPj - PPref (SE) PP (SE) PPj - PPref (SE)

High School Diploma or Less
Life Course Sexual Attraction
Opposite-Sex Youth & Adult 0.36 (0.01) -ref- 0.36 (0.02) -ref- 0.36 (0.02) -ref-
Same-Sex Youth 0.48 (0.05) 0.12 (0.04)** 0.45 (0.04) 0.09 (0.04)* 0.44 (0.05) 0.08 (0.05)
Same-Sex Adult 0.29 (0.06) −0.07 (0.06) 0.29 (0.06) −0.07 (0.06) 0.31 (0.06) −0.05 (0.06)
Same-Sex Youth & Adult 0.27 (0.08) −0.09 (0.08) 0.28 (0.08) −0.08 (0.08) 0.30 (0.09) −0.07 (0.09)
No Sexual Attraction Youth or Adult 0.50 (0.03) 0.14 (0.03)** 0.51 (0.03) 0.15 (0.03)** 0.49 (0.03) 0.13 (0.03)
Some College or Associate’s Degree
Life Course Sexual Attraction
Opposite-Sex Youth & Adult 0.39 (0.01) -ref- 0.40 (0.01) -ref- 0.44 (0.01) -ref-
Same-Sex Youth 0.31 (0.04) −0.08 (0.04)* 0.32 (0.03) −0.08 (0.04)* 0.35 (0.04) −0.09 (0.04)*
Same-Sex Adult 0.34 (0.05) −0.05 (0.05) 0.36 (0.05) −0.05 (0.05) 0.39 (0.06) −0.05 (0.06)
Same-Sex Youth & Adult 0.44 (0.08) 0.06 (0.08) 0.48 (0.08) 0.07 (0.08) 0.51 (0.08) 0.06 (0.08)
No Sexual Attraction Youth or Adult 0.33 (0.03) −0.05 (0.03)* 0.35 (0.03) −0.06 (0.03)* 0.38 (0.03) −0.06 (0.03)*
Bachelor’s Degree or Higher
Life Course Sexual Attraction
Opposite-Sex Youth & Adult 0.25 (0.01) -ref- 0.24 (0.01) -ref- 0.19 (0.01) -ref-
Same-Sex Youth 0.21 (0.03) −0.04 (0.03) 0.22 (0.03) −0.01 (0.03) 0.21 (0.04) 0.01 (0.04)
Same-Sex Adult 0.38 (0.06) 0.12 (0.06) 0.35 (0.07) 0.12 (0.06) 0.29 (0.06) 0.10 (0.06)
Same-Sex Youth & Adult 0.28 (0.06) 0.03 (0.06) 0.24 (0.06) 0.01 (0.05) 0.20 (0.05) 0.00 (0.05)
No Sexual Attraction Youth or Adult 0.17 (0.02) −0.08 (0.02)** 0.15 (0.02) −0.09 (0.02)** 0.13 (0.02) −0.07 (0.02)**

Notes: Model 1 adjusts for race/ethnicity, gender, nativity, region, urbanicity, family structure (wave I), family SES (wave I), and age (wave IV). Model 2 further adjusts for depressive symptoms, somatic symptoms, victimization, and self-rated health (all in wave I). Model 3 further adjusts for difficulties in school, academic expectations, and GPA in most recent academic term (all in wave I). PP=predicted probability. PPj - PPref is the difference in PP between group j and the referent group (opp. sex youth & adult). These are marginal effects. All variables centered at grand mean.

*

p<0.05;

**

p<0.01