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. Author manuscript; available in PMC: 2021 Oct 1.
Published in final edited form as: Sociol Perspect. 2020 Mar 5;63(5):809–832. doi: 10.1177/0731121420908896

Table 2.

Average Marginal Effects on Probability of Bachelor’s Degree Completion within Six Years of Entry.

Variables 1 2 3 4 5 6

Type of disability [ref. none]
 Mental −0.178***a −0.166***a −0.090* −0.150***a −0.118**a −0.056
(0.041) (0.040) (0.039) (0.035) (0.040) (0.034)
 Physical −0.049 −0.048 −0.020 −0.049 −0.027 −0.019
(0.040) (0.038) (0.035) (0.036) (0.034) (0.032)
Background characteristics
 Female 0.102*** 0.085*** 0.029* 0.079*** 0.066*** 0.026*
 Race/ethnicity [ref. White] (0.013) (0.013) (0.012) (0.012) (0.012) (0.011)
  Black −0.147*** −0.067** −0.043* −0.094*** −0.068*** −0.067***
(0.022) (0.023) (0.021) (0.022) (0.021) (0.020)
  Hispanic −0.137*** −0.103*** −0.086*** −0.080*** −0.095*** −0.065**
(0.022) (0.022) (0.021) (0.022) (0.020) (0.020)
  Other −0.020 −0.025 −0.012 −0.012 −0.026 −0.006
(0.024) (0.022) (0.021) (0.022) (0.020) (0.019)
 Parental education above a bachelor’s degree 0.081*** 0.054*** 0.044*** 0.031* 0.049*** 0.028*
(0.014) (0.014) (0.013) (0.013) (0.012) (0.012)
 Parental logged income 0.036*** 0.029*** 0.018* 0.025** 0.030*** 0.018**
 Initial enrollment risk factors (0.009) (0.008) (0.007) (0.008) (0.007) (0.006)
  Delayed enrollment −0.084** −0.063* −0.075** −0.030 −0.060* −0.039
(0.031) (0.030) (0.027) (0.029) (0.030) (0.024)
  Initially enrolled part time −0.210*** −0.180*** −0.118*** −0.138*** −0.070* −0.031
(0.028) (0.026) (0.028) (0.026) (0.028) (0.029)
  Financially independent −0.067 −0.083 −0.090 −0.039 −0.054 −0.035
(0.061) (0.059) (0.048) (0.058) (0.049) (0.040)
  Had a job −0.138*** −0.121*** −0.083** −0.088** −0.094*** −0.046
(0.030) (0.028) (0.025) (0.028) (0.024) (0.024)
  Institutional selectivity [ref. highly selective]
   Moderately selective −0.130*** −0.055*** −0.053*** −0.046** −0.045** −0.039**
(0.015) (0.016) (0.015) (0.015) (0.014) (0.014)
   Minimally selective −0.287*** −0.179*** −0.182*** −0.151*** −0.142*** −0.133***
(0.022) (0.023) (0.021) (0.022) (0.021) (0.019)
   Not selective −0.309*** −0.180*** −0.215*** −0.136*** −0.162*** −0.159***
(0.028) (0.030) (0.028) (0.029) (0.027) (0.025)
 Used academic accommodations 0.064 0.096* 0.078 0.072 0.078 0.046
(0.053) (0.049) (0.047) (0.046) (0.045) (0.044)
Academic preparation
 High school GPA 0.142*** 0.064*** 0.125*** 0.113*** 0.053***
(0.016) (0.015) (0.015) (0.014) (0.013)
 Completed calculus in high school 0.039* 0.023 0.032* 0.024 0.011
(0.016) (0.015) (0.016) (0.015) (0.014)
 SAT (in 100s) 0.023*** 0.004 0.017*** 0.017*** 0.000
 Educational expectations [ref. Bachelor’s] (0.005) (0.004) (0.005) (0.004) (0.004)
  Graduate degree 0.068*** 0.050*** 0.122*** 0.064*** 0.080***
(0.015) (0.014) (0.015) (0.014) (0.014)
  Professional degree 0.050** 0.017 0.140*** 0.052** 0.075***
Postsecondary mechanisms (0.018) (0.016) (0.019) (0.016) (0.017)
 First-year academic performance
  GPA 0.171*** 0.125***
(0.010) (0.0102)
  Ever failed −0.075*** −0.060***
(0.017) (0.016)
  Ever withdrew −0.047*** −0.026*
 First-year integration (0.0137) (0.013)
  Social integration scale 0.0230** 0.012*
(0.007) (0.006)
  Academic integration scale 0.006 0.002
(0.007) (0.006)
  Lowered educational expectations −0.167*** −0.091***
(0.014) (0.013)
  Lived on campus 0.111*** 0.082***
 Disrupted enrollment patterns (first two years) (0.013) (0.012)
  Ever enrolled part time −0.054*** −0.036*
(0.016) (0.016)
  Ever stopped out −0.286*** −0.241***
  Type of transfer [ref. none] (0.012) (0.012)
   Horizontal −0.081*** −0.073***
(0.016) (0.016)
   Downward −0.256*** −0.151***
(0.022) (0.021)
Log-Likelihood −815,722 −781,407 −694,378 −748,293 −680,765 −607,742

Note. N = 7,570. Models also include controls for “other” health designation. GPA = grade point average. All the p values are based on two-tailed tests.

a

The estimated effect of mental disability is significantly different from the estimated effect of physical disability (p < .05).

*

p < .05.

**

p < .01.

***

p < .001.