TY - JOUR
T1 - Genetic and Shared Environmental Factors Explain the Association Between Adolescent Polysubstance Use and High School Noncompletion
AU - Davis, Christal N.
AU - Gizer, Ian R.
AU - Agrawal, Arpana
AU - Statham, Dixie J.
AU - Heath, Andrew C.
AU - Martin, Nicholas G.
AU - Slutske, Wendy S.
N1 - Publisher Copyright:
© 2024 American Psychological Association. All Rights Reserved.
PY - 2024
Y1 - 2024
N2 - Objective: Examine the nature of the relationship between adolescent polysubstance use and high school noncompletion. Method: Among a sample of 9,579 adult Australian twins (58.63% female, Mage = 30.59), we examined the association between the number of substances used in adolescence and high school noncompletion within a discordant twin design and bivariate twin analysis. Results: In individual-level models controlling for parental education, conduct disorder symptoms, childhood major depression, sex, zygosity, and cohort, each additional substance used in adolescence was associated with a 30% increase in the odds of high school noncompletion (OR = 1.30 [1.18, 1.42]). Discordant twin models found that the potentially causal effect of adolescent use on high school noncompletion was nonsignificant (OR = 1.19 [0.96, 1.47]). Follow-up bivariate twin models suggested genetic (35.4%, 95% CI [24.5%, 48.7%]) and shared environmental influences (27.8%, 95% CI [12.7%, 35.1%]) each contributed to the covariation in adolescent polysubstance use and early school dropout. Conclusions: The association between polysubstance use and early school dropout was largely accounted for by genetic and shared environmental factors, with nonsignificant evidence for a potentially causal association. Future research should examine whether underlying shared risk factors reflect a general propensity for addiction, a broader externalizing liability, or a combination of the two. More evidence using finer measurement of substance use is needed to rule out a causal association between adolescent polysubstance use and high school noncompletion.
AB - Objective: Examine the nature of the relationship between adolescent polysubstance use and high school noncompletion. Method: Among a sample of 9,579 adult Australian twins (58.63% female, Mage = 30.59), we examined the association between the number of substances used in adolescence and high school noncompletion within a discordant twin design and bivariate twin analysis. Results: In individual-level models controlling for parental education, conduct disorder symptoms, childhood major depression, sex, zygosity, and cohort, each additional substance used in adolescence was associated with a 30% increase in the odds of high school noncompletion (OR = 1.30 [1.18, 1.42]). Discordant twin models found that the potentially causal effect of adolescent use on high school noncompletion was nonsignificant (OR = 1.19 [0.96, 1.47]). Follow-up bivariate twin models suggested genetic (35.4%, 95% CI [24.5%, 48.7%]) and shared environmental influences (27.8%, 95% CI [12.7%, 35.1%]) each contributed to the covariation in adolescent polysubstance use and early school dropout. Conclusions: The association between polysubstance use and early school dropout was largely accounted for by genetic and shared environmental factors, with nonsignificant evidence for a potentially causal association. Future research should examine whether underlying shared risk factors reflect a general propensity for addiction, a broader externalizing liability, or a combination of the two. More evidence using finer measurement of substance use is needed to rule out a causal association between adolescent polysubstance use and high school noncompletion.
KW - adolescent
KW - discordant twin analysis
KW - educational attainment
KW - polysubstance use
KW - substance use
UR - http://www.scopus.com/inward/record.url?scp=85150768452&partnerID=8YFLogxK
U2 - 10.1037/adb0000915
DO - 10.1037/adb0000915
M3 - Article
C2 - 36913302
AN - SCOPUS:85150768452
SN - 0893-164X
VL - 38
SP - 114
EP - 123
JO - Psychology of Addictive Behaviors
JF - Psychology of Addictive Behaviors
IS - 1
ER -