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. Author manuscript; available in PMC: 2020 Feb 1.
Published in final edited form as: J Sch Health. 2019 Feb;89(2):145–156. doi: 10.1111/josh.12723

Table 3.

Results of Regression Models Evaluating the Association Between Substance Use and Academic Variables

Skipping school Low average
grades
Academic self-
efficacy score
Emotional academic
engagement score
AOR (95% CI) AOR (95% CI) AOR (95% CI) AOR (95% CI)

Sex (Ref = Male) 1.07 (0.97, 1.18) 0.70 (0.61, 0.80)** 0.79 (0.76, 0.83)** 1.00 (0.92, 1.08)
Race (Ref = Non-Hispanic white)
 Non-Hispanic black 0.83 (0.70, 0.98)* 2.25 (1.84, 2.76)** 0.92 (0.86, 0.99)* 1.18 (1.04, 1.34)*
 Hispanic 1.27 (1.10, 1.45)** 1.26 (1.04, 1.53)* 0.88 (0.72, 0.82)** 1.11 (0.99, 1.24)
 Other/missing 1.12 (0.97, 1.29) 1.03 (0.84, 1.27) 1.00 (0.94, 1.07) 1.03 (0.92, 1.16)
Age (Ref = Less than 18 years old) 1.13 (1.02, 1.25)* 0.96 (0.84, 1.10) 0.96 (0.92, 1.01) 1.08 (1.00, 1.17)
Parents’ highest level of education completed
(Ref = Less than a high school degree)
 High school degree -- 0.81 (0.68, 0.97)* 1.13 (1.50, 1.72)** --
 Some college -- 0.61 (0.49, 0.75)** 1.30 (1.21, 1.40)** --
 College degree or higher -- 0.40 (0.32, 0.50)** 1.61 (1.06, 1.20)** --
Hours worked per week during school year
(Ref = 0 hours)
 Up to 10 hours 1.12 (0.98, 1.30) 0.71 (0.58, 0.88)** -- 1.05 (0.94, 1.17)
 11 to 20 hours 1.19 (1.04, 1.36)* 0.78 (0.65, 0.95)* -- 0.86 (0.78, 0.96)**
 More than 20 hours 1.53 (1.34, 1.74)** 1.04 (0.87, 1.23) -- 0.91 (0.82, 1.02)
Geographic region (Ref = Northeast)
 North Central 0.81 (0.69, 0.94)** 1.65 (1.33, 2.05)** 0.99 (0.90, 1.04) --
 Southeast 1.12 (0.97, 1.28) 0.85 (0.69, 1.05) 1.08 (1.02, 1.15)* --
 West 1.11 (0.95, 1.30) 2.05 (1.64, 2.56)** 0.97 (0.92, 1.06) --
High school program (Ref = College preparatory)
 General 1.34 (1.20, 1.49)** 2.88 (2.47, 3.35)** 0.61 (0.58, 0.64)** 0.85 (0.78, 0.93)**
 Vocational/technical 1.17 (0.88, 1.57) 3.49 (2.49, 4.89)** 0.52 (0.45, 0.59)** 0.57 (0.45, 0.71)**
 Other/don’t know 1.02 (0.86, 1.22) 4.15 (3.36, 5.14)** 0.47 (0.44, 0.51)** 0.86 (0.75, 1.00)*
Substance use (Ref = Lifetime non-users)
 Former user 1.39 (1.11, 1.73)** 1.31 (0.99, 1.73) 0.97 (0.89, 1.06) 0.97 (0.84, 1.12)
 Past-year user 2.71 (2.39, 3.07)** 1.74 (1.47, 2.06)** 0.94 (0.90, 0.99)* 0.72 (0.66, 0.79)**

CI, confidence interval; AOR, adjusted odds ratio.

*

p < .05

**

p < .01

-- Non-significant variables were dropped from the final models. Age, sex, and race were retained regardless of significance.