Skip to main content
. Author manuscript; available in PMC: 2021 Jan 1.
Published in final edited form as: J Crim Justice. 2019 Oct 19;66:101636. doi: 10.1016/j.jcrimjus.2019.101636

Table 3:

Prevalence of frequent prescription drug misuse (10+ occasions) by educational attainment

Any PDM Opioids Stimulants Sed/Tranq
Dropout % (95% CI) % (95% CI) % (95% CI) % (95% CI)
Push Factors
School(a) 13.38% (11.79, 15.14) 11.30% (9.88, 12.89) 2.11% (1.53, 2.88) 5.26% (4.21, 6.55)
Behavioral(b) 16.74% (14.58, 19.16) 13.33% (11.44, 15.49) 4.22% (2.82, 6.28) 5.97% (4.85, 7.34)
Pull Factors
Personal(c) 10.35% (9.03, 11.83) 8.34% (7.13, 9.75) 1.98% (1.37, 2.86) 4.21% (3.34, 5.28)
Economic(d) 8.68% (6.98, 10.76) 7.66% (6.00, 9.71) 0.55% (0.30, 1.01) 3.10% (2.24, 4.27)
Other(e) 7.82% (5.89, 10.30) 7.31% (5.40, 9.82) 1.55% (0.88, 2.71) 1.82% (1.02, 3.22)
Completed HS
High School(f) 9.19% (8.70, 9.71) 7.37% (6.93, 7.84) 1.77% (1.61, 1.95) 3.39% (3.11, 3.69)
College(g) 5.86% (5.75, 6.17) 3.72% (3.50, 3.94) 1.94% (1.78, 2.12) 1.84% (1.69, 2.01)
First Post-hoc Comparison a, b, c, f > g a, b, c, de, f > g a, b, c, e, f, g > d
g > a, c, d, f
a, b, c, d, f > g
Second Post-hoc Comparison a, b, c > f
a, b, c, d, e, f > g
a, b, c, e, > f
a, b, c, de, f > g
a, b, c, e, f, g > d
g > f
a > d, e, f
c > e, f
a, b, c, d, f > g
  • The results of 4 separate cross-tabulations are shown in the table, with prevalence of frequent prescription drug misuse and 95% confidence intervals.
  • All pairwise comparisons were Bonferroni-corrected for multiple comparisons, with comparisons only noted when they differ at p-level of < 0.0083 (or, 0.05/6).
  • The first post-hoc comparisons were based on logistic regression models adjusted for prior drug use, lifetime arrest, age, sex, race/ethnicity, total family income, and geographic residence.
  • The second post-hoc comparisons were based on logistic regression models adjusted for risk propensity, self-reported offending, age, sex, race/ethnicity, total family income, and geographic residence.

Educational attainment: push factors include school (e.g., school was boring), behavioral (e.g., often got into trouble); pull factors include personal (e.g., had responsibilities at home), economic (e.g., needed to get a job), and other (e.g., became ill); high school (did not continue education beyond high school); college (currently in college or college graduate)