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. Author manuscript; available in PMC: 2023 Sep 20.
Published in final edited form as: Alcohol Clin Exp Res. 2022 Sep 20;46(9):1677–1686. doi: 10.1111/acer.14914

Temporal trends in alcohol, cannabis, and simultaneous use among 12th grade US adolescents from 2000 to 2020: Differences by sex, parental education, and race and ethnicity

Katherine M Keyes 1, Navdep Kaur 2, Noah T Kreski 3, Qixuan Chen 4, Silvia S Martins 5, Deborah Hasin 6,7, Mark Olfson 8,9, Pia M Mauro 10
PMCID: PMC9635013  NIHMSID: NIHMS1828428  PMID: 36125706

Abstract

Background

Simultaneous use of alcohol and cannabis to enhance each other’s effect can cause potential harm. Time trends are diverging in adolescent use of alcohol, which is declining, and cannabis, which is increasing among certain subgroups. However, little is known about trends in their simultaneous and non-simultaneous use. Racial and socio-economic disparities are emerging in cannabis use, which may portend consequences to public health.

Methods

The 2000–2020 Monitoring the Future surveys included approximately 38,000 US 12th grade students with information on simultaneous use and pertinent demographic factors. A 5-level alcohol/cannabis measure included past-year simultaneous use (i.e., alcohol and cannabis use at the same time), non-simultaneous alcohol and cannabis use, alcohol-use-only, cannabis-use-only, and no use. Multinomial logistic regressions estimated associations (adjusted relative risk ratios; aRRR) with time period (2000–2004, 2005–2009, 2010–2014, 2015–2020). Models were adjusted and included interactions with sex, race/ethnicity, and parental education.

Results

Between 2000–2020, simultaneous alcohol/cannabis use among 12th graders decreased from 24.4% to 18.7%. In 2015–2020 compared to 2000–2004, odds of simultaneous use (adjusted relative risk ratio (aRRR) vs. no use =0.57, 95% CI: [0.50, 0.66]) and alcohol-use-only (aRRR=0.55, 95% CI: [0.49, 0.61]) decreased, while cannabis-use-only odds increased (aRRR=2.59, 95% CI: [1.87, 3.59]). Indeed, prevalence of cannabis-use-only more than doubled from 2011 to 2019. Simultaneous use, alcohol-use-only, and non-simultaneous use of alcohol and cannabis odds declined more rapidly for males than females, whereas odds for cannabis-use-only increased faster for females than males. Increases in cannabis-use-only are faster for non-white adolescents.

Conclusion

Simultaneous use of alcohol and cannabis is declining among US adolescents, but this decline is slower among females than males. Declines in simultaneous use are largely concomitant with historical declines in alcohol use, indicating that continued focus on reducing alcohol use among adolescents and young adults has extended benefits to other adolescent substance use. However, cannabis use without any reported past-year alcohol use more than doubled in the last decade, a concerning trend.

Introduction

Alcohol and cannabis are the most commonly used substances by US adolescents (Miech, R. A., Johnston, L. D., O’Malley and Bachman, J. G., Schulenberg, J. E., & Patrick, 2020), and can be used simultaneously for enhanced psychoactive effects of each (Terry-McElrath et al., 2013). Simultaneous use of alcohol and cannabis affects THC absorption and intoxication (Lukas and Orozco, 2001), and is positively associated with high intensity substance use (Patrick et al., 2017), injury and impaired driving (Gonçalves et al., 2021; Subbaraman and Kerr, 2015) and other harms (D’Amico et al., 2022; Patrick et al., 2017). Motivations to use alcohol and cannabis simultaneously among young people include to enhance intoxication (“cross fading”) (Patrick et al., 2020), to enhance and facilitate social experiences with peers (Arterberry et al., 2021; Linden-Carmichael and Wardell, 2021; Patrick et al., 2020), and to increase positive affect (Arterberry et al., 2021; Linden-Carmichael and Wardell, 2021). Long-term consequences of simultaneous use include disruptions to social connections (Subbaraman and Kerr, 2015), decreased educational attainment prospects (Patrick et al., 2018), and continued use is associated with changes in neurological morphometrics (Medina et al., 2007; Schweinsburg et al., 2011). Thus, simultaneous use of alcohol and cannabis represents an important concern for adolescent health.

Time trends in past-year adolescent use of alcohol and cannabis have diverged. Among 12th grade students in the US, past-year alcohol use declined from 73.2% in 2000 to 52.1% in 2019 (Miech, R. A., Johnston, L. D., O’Malley and Bachman, J. G., Schulenberg, J. E., & Patrick, 2020), while past-year cannabis use has stayed relatively stable (36.5% in 2000 to 35.7% in 2019) (Miech, R. A., Johnston, L. D., O’Malley and Bachman, J. G., Schulenberg, J. E., & Patrick, 2020), and frequent cannabis use (6+ times per month) has increased (Hamilton et al., 2019). Trends in simultaneous use of alcohol and cannabis largely paralleled trends in alcohol use through the 2000s (Terry-McElrath et al., 2013), and remained relatively stable through the 2010s (Patrick et al., 2019), but trends in recent years have not been well documented. Diverging trends in alcohol and cannabis use among adolescents suggest different underlying mechanisms. Medical use appears to be an unlikely explanation, given that state allowances for medical cannabis use among adolescents remain restrictive (Boyd et al., 2015), and no US state has legalized non-medical cannabis use for adolescents. However, the surge in popularity of vaping cannabis may appeal to adolescents (Gupta and Kalagher, 2021; Miech et al., 2020a; Palamar, 2021), while higher parental engagement and monitoring are associated with reductions in alcohol use (Keogh-Clark et al., 2021; Pape et al., 2018; Patrick and Schulenberg, 2013; Sellers et al., 2018; Vashishtha et al., 2020). Whether diverging trends in alcohol and cannabis use influence time trends in simultaneous use remains unclear.

The extent to which time trends in simultaneous use differ by sex is also critical to identify adolescents at higher risk. Historically, males have had higher rates of alcohol and cannabis use than females (Keyes et al., 2020). However, in recent years, initiation of alcohol use has been higher among female adolescents compared with males (Cheng and Anthony, 2018a, 2018b), and while alcohol use is declining overall in adolescence, these declines are greater among males compared with females, resulting in greater convergence by sex (Jang et al., 2017). This convergence may be due to changes in normative gender roles (Inglehart and Baker, 2000) (which are correlated, although not synonymous, with self-identified sex) and an increase in alcohol marketing towards female consumers (Mosher, 2012), as well as faster increases in preference for risk-taking behavior among females (Keyes et al., 2015). In contrast, increases in frequent cannabis use have been consistent across sex (Hamilton et al., 2019), thus, potential sex differences in trends in simultaneous use of alcohol and cannabis, as well as non-simultaneous use, are difficult to predict, yet continue to be important to identify.

Simultaneous alcohol/cannabis trends may also differ by race/ethnicity and parental education. Non-Hispanic Black adolescents, for example, have lower rates of alcohol use and alcohol/cannabis co-use compared to white students (Purcell et al., 2021), but cannabis use is increasing faster among Black adolescents (Banks et al., 2017; Hamilton et al., 2019; Keyes et al., 2017), suggesting that patterns of use and co-use may be shifting in ways that portend racialized health disparities. Disparities may also be emerging across social class; among adolescents, parental education is an indicator of social class, and robustly associated with substance use and mental health (Reiss, 2013; Thomson et al., 2017). Differences in frequent cannabis use by parental education have accelerated in recent decades (Hamilton et al., 2019). These changes suggest that the demographic groups at risk for simultaneous use of alcohol and cannabis, as well as use of each substance alone, are dynamic and changing amidst a rapidly shifting contextual environment.

In summary, alcohol and cannabis use have had divergent trends in prevalence over time, yet trends in high-risk patterns such as simultaneous use in the past decade remain understudied, including whether there are emergent disparities by demographic subgroups over time. Therefore, we conducted an exploratory study that assessed trends in past-year alcohol and cannabis use (including simultaneous use), alcohol-use-only, and cannabis-use-only, including tests for interactions in trends over time by sex, race/ethnicity, and parental education. Findings could elucidate the substances for which public health efforts should be focused, as well as the emergence of high risk groups.

Methods

Sample

MTF includes annually administered cross-sectional surveys of students in the contiguous US. The survey is conducted at approximately 400 U.S. public and private high schools selected using a multi-stage random sampling design. Selected schools are invited to participate in MTF for 2 years, and schools that decline to participate are replaced with schools that have similar size, geographic location, and urbanicity. A detailed description of MTF design and procedures is provided elsewhere (Bachman et al., 2015; Miech, R. A., Johnston, L. D., O’Malley and Bachman, J. G., Schulenberg, J. E., & Patrick, 2020). We used sampling weights provided by MTF in all calculations to take into account differing inclusion probabilities.

The present study used annual cross-sectional data collected between 2000–2020. All 2020 data were collected prior to the pandemic onset. Among students surveyed, 12th grade respondents were included due to overlaps in relevant questions across survey forms as well as higher rates of simultaneous use of alcohol and cannabis. Student response rates for 12th graders within schools ranged from 79% to 85%, with most non-response due to absence from school; less than 1% of students refused to participate (Miech, R. A., Johnston, L. D., O’Malley and Bachman, J. G., Schulenberg, J. E., & Patrick, 2020). MTF uses a self-administered questionnaire comprising a core form given to all participants that includes assessment of substance use and other key modules, and secondary forms randomly assigned to each participant that contain additional questions. We analyzed data from students who received survey forms that included simultaneous use of alcohol and cannabis, yielding a sample with a total of 37,799 students that had complete data. Among eligible students, missing covariate data due to nonresponse ranged from 2.1% for data on race and ethnicity to 5.2% for data on parental education; analysis was conducted among those with complete data. Demographic information on the sample is provided in Supplement Table 1; in 2015–2020, 53.2% of respondents were female, 55.8% white, and 53.4% had at least one parent with a college degree or higher.

Measures

Alcohol use and Cannabis use.

Frequency of alcohol and cannabis use in the past year were assessed in separate questions about the number of occasions of use. Any use of these substances in the past year was dichotomized as past-year use. Frequencies of alcohol and cannabis use in the past year were assessed in separate questions about the number of occasions of use. Any use of these substances in the past year was dichotomized as past-year use. Adolescents were queried regarding whether cannabis use was medical or non-medical; 1% of adolescents who reported cannabis use reported only using based on their own prescription. All adolescents’ cannabis use, regardless of source, was included in the analysis.

Simultaneous use of alcohol and cannabis.

Past-year simultaneous use of alcohol and cannabis was assessed with the following question: “How many of the times when you used cannabis or hashish during the last year did you use it along with alcohol—that is, so that their effects overlapped?” Responses were on a Likert scale (1=Not at all, 2=A few of the times, 3=Some of the times, 4=Most of the times, 5=Every time). We dichotomized these responses into no simultaneous use vs. any use. We also examined trends in simultaneous use by frequency of use, including those who report using alcohol and cannabis simultaneously most/every time (more frequent) or a few/some times (less frequent).

We combined the past-year alcohol, cannabis, and simultaneous use measures to create a 5-level variable of past-year use comprised of alcohol-use-only (past-year alcohol use and no report of past-year cannabis or simultaneous use), cannabis-use-only (past-year cannabis use and no report of past-year alcohol or simultaneous use), past-year cannabis and alcohol use but not simultaneously, simultaneous use, and no use.

Socio-demographics and other covariates.

Other self-identified measures included: sex (binary option of male vs. female), race/ethnicity (non-Hispanic white, non-Hispanic Black, other), respondent-reported parental education (either parent had completed college vs. all others), and survey mode (paper vs. tablet). Survey years 2000–2020 were categorized in 5-year groups with the exception of the last group which contained 6 years (2000–2004, 2005–2009, 2010–2014, 2015–2020). We used 5-year groupings of survey year to balance sample size, interpretability, efficiency, and granularity while not assuming a linear relationship between year and the outcome. We assessed the linearity of the relationship between year and simultaneous alcohol/cannabis use using Joinpoint analysis, which assesses the model fit of a series of permutations with an increasing number of inflection points, that is, change in the linear slope. The results of the Joinpoint analysis for the best fitting model are provided as Supplementary Figure 1. Results indicated that 3 linear slopes best fit the data, indicating non-linearity of the total time series. Due to the non-linearity, we proceeded with categorical 5-year groupings for subsequent analyses.

Statistical analysis

The population prevalence of past-year alcohol and cannabis use was calculated each year for the following patterns: alcohol-use-only, cannabis-use-only, past-year cannabis and alcohol use but not simultaneously, and simultaneous use. Multinomial logistic regressions estimated the association between survey year and past-year use as a 5-level variable (simultaneous use of alcohol and cannabis; past-year alcohol and cannabis use but not simultaneously; alcohol-use-only; cannabis-use-only; no use). Cannabis-use-only was infrequent and for years in which there were fewer than 30 adolescents, we suppressed descriptive prevalence results, but all data in all years were included in regression models. Several multinomial logistic regressions were fit. The model first adjusted for time period, sex, parental education, race/ethnicity, and survey mode. Then, separate models were run to test each of the following interaction terms: between time period and sex, time period and race/ethnicity, and time period and parental education (one interaction term per model). Adjusted relative risk ratios (aRRR) are reported with 95% confidence intervals. No p-value adjustments were made for multiple comparisons were made given the exploratory nature of the study (Rothman, 2014, 1990). Data management was conducted in SAS (SAS Institute Inc., 2014) and data analysis was conducted in Stata (StataCorp, 2019).

Results

National trends in alcohol and cannabis use in the US among 12th grade students

Between 2000–2020, past-year simultaneous use decreased from 24.4% [95% CI: 21.4%, 27.6%] to 18.7% [13.7%, 25.1%]. Over the same time period, past-year alcohol-use-only decreased from 37.7% [35.0%, 40.5%] to 27.9% [21.4%, 35.3%], while past-year cannabis-use-only increased from 1.5% [1.1%, 2.2%] in 2011 (the first year where the cell size was large enough to report due to data suppression) to 4.5% [3.4%, 5.8%] in 2019 (the last year where cell size was large enough to report). Use of both cannabis and alcohol but not simultaneously increased slightly from 11.0% [9.3%, 13.0%] to 12.1% [9.2%, 15.7%] (Figure 1). As a supplement, we divided simultaneous cannabis and alcohol use into more frequent (those who engaged in simultaneous use most or every time they used marijuana) and less frequent (those who engaged in simultaneous use a few or some of the times (Supplemental Figure 2). More frequent simultaneous use declined from 5.6% [4.4%, 7.3%] in 2000 to 1.7% [1.2%, 2.5%] in 2019, the last reportable year (2020 prevalence not reportable due to cell sizes). Less frequent simultaneous use remained relatively stable, from 18.7% [16.0%, 21.8%] in 2000 to 17.7% [12.8%, 24.2%] in 2020.

Figure 1:

Figure 1:

Trends in past-year simultaneous use, alcohol and cannabis use but not simultaneously, cannabis-use-only, and alcohol-use-only among 12th graders from 2000–2020

Note: Alcohol-use-only is defined as past-year alcohol use and no report of past-year cannabis or simultaneous use. Cannabis-use-only is defined as past-year cannabis use and no report of past-year alcohol or simultaneous use. Certain years of cannabis-use-only censored due to small sample sizes. Prior to 2011 and in 2020, there were not sufficient numbers of adolescents who used cannabis only to report prevalence.

Table 1 shows that while past-year simultaneous and alcohol-use-only decreased over time, past-year cannabis-use-only increased after adjusting for sex, parental education, race/ethnicity, and survey mode. For example, compared to 2000–2004, 12th graders in 2015–2020 had 0.57 [adjusted relative risk ratio, 95% C.I. 0.50, 0.66] times decreased odds of past-year simultaneous use, 0.55 [0.49, 0.61] times decreased odds of past-year alcohol-use-only, and 2.59 [1.87, 3.59] times increased odds of past-year cannabis-use-only versus no use after adjusting for sex, parental education, race/ethnicity, and survey mode.

Table 1.

Multinomial logistic regressions of past-year alcohol and/or cannabis use (N= 37,799)

Covariate Past-year simultaneous use (N=7,833)
Vs. no use (N=11,586)
Past-year alcohol-use-only (N=13,509)
Vs. no use
Past-year cannabis-use-only (N=608)
Vs. no use
Past-year alcohol and cannabis use but not simultaneously (N=4,263)
Vs. no use
aRRR [95% CI] aRRR [95% CI] aRRR [95% CI] aRRR [95% CI]

Survey year (ref=2000–2004)
 2005–2009 0.82 [0.71, 0.94] 0.92 [0.82, 1.03] 1.03 [0.72, 1.48] 0.90 [0.78, 1.04]
 2010–2014 0.78 [0.68, 0.89] 0.70 [0.63, 0.77] 1.40 [1.01, 1.94] 0.89 [0.78, 1.02]
 2015–2020 0.57 [0.50, 0.66] 0.55 [0.49, 0.61] 2.59 [1.87, 3.59] 0.88 [0.76. 1.01]
Sex (ref=male)
 Female 0.80 [0.74, 0.86] 1.15 [1.08, 1.22] 0.87 [0.72, 1.06] 1.10 [1.01, 1.20]
Parental education (ref=finished college or more)
 Some high school or lower 0.97 [0.83, 1.13] 0.93 [0.84, 1.04] 1.31 [0.93, 1.85] 1.07 [0.91, 1.25]
 Finished high school or some college 1.16 [1.07, 1.25] 1.05 [0.98, 1.12] 1.37 [1.10, 1.71] 1.20 [1.10, 1.32]
Race/ethnicity (ref=white)
 Black 0.41 [0.36, 0.47] 0.56 [0.50, 0.62] 2.41 [1.84, 3.17] 0.78 [0.68, 0.90]
 Other 0.70 [0.64, 0.78] 0.85 [0.78, 0.92] 1.61 [1.27, 2.04] 0.95 [0.85, 1.05]
Survey Mode (ref = Paper)
 Tablet 0.93 [0.73, 1.19] 0.86 [0.70, 1.06] 1.19 [0.81, 1.74] 0.92 [0.75, 1.13]

Note: aRRR=Adjusted relative risk ratio. Alcohol-use-only is defined as past-year alcohol use and no report of past-year cannabis or simultaneous use. Cannabis-use-only is defined as past-year cannabis use and no report of past-year alcohol or simultaneous use. Models adjusted for sex, parental education, race/ethnicity, and survey mode.

Table 1 also shows that, controlling for year as well as other covariates, female adolescents were less likely to simultaneously use alcohol and cannabis compared with males (aRRR=0.80, 95% C.I. 0.74–0.86), but more likely to use alcohol only (aRRR=1.15, 95% C.I. 1.08–1.22) as well as more likely to use alcohol and cannabis but not simultaneously (aRRR=1.10, 95% C.I. 1.01–1.20). Black and “other” students were less likely to use alcohol and cannabis simultaneously, use alcohol only, or use alcohol and cannabis but not simultaneously compared with white students, but more likely to use cannabis only (Black: aRRR=2.41, 95% C.I. 1.84–3.17; Other: aRRR=1.61, 95% C.I. 1.27–2.04). Compared to students with at least one college-educated parent, those whose parents had less education were slightly more likely to use alcohol and cannabis.

National trends in alcohol and cannabis use in the US among 12th grade students by sex

Trends by sex are shown in Figure 2. Interaction tests between time period and sex are reported in Table 2. Considering past-year simultaneous use and alcohol-use-only outcomes, the decrease in odds was faster among males than females in 2015–2020 (Interaction term aRRR=1.31 [1.06, 1.61] and aRRR=1.21 [1.01, 1.44], respectively). The same was true for non-simultaneous past year use of cannabis and alcohol (aRRR = 1.31 [1.03, 1.68]).

Figure 2:

Figure 2:

Trends in past-year simultaneous use, alcohol and cannabis use but not simultaneously, cannabis-use-only, and alcohol-use-only among 12th graders from 2000–2020, by sex

Note: Alcohol-use-only is defined as past-year alcohol use and no report of past-year cannabis or simultaneous use. Cannabis-use-only is defined as past-year cannabis use and no report of past-year alcohol or simultaneous use. Certain years of cannabis-use-only censored due to small sample sizes. In most years, there were not sufficient numbers of adolescents who used cannabis only to report prevalence.

Table 2.

Multinomial logistic regressions of past-year use alcohol and/or cannabis use, adjusting for the interaction between sex and survey year (N= 37,799)

Covariate Past-year simultaneous use (N=7,833)
Vs. no use (N=11,586)
Past-year alcohol-use-only (N=13,509)
Vs. no use
Past-year cannabis-use-only (N=608)
Vs. no use
Past-year alcohol and cannabis use but not simultaneously (N=4,263)
Vs. no use
aRRR [95% CI] aRRR [95% CI] aRRR [95% CI] aRRR [95% CI]
Survey year (ref=2000–2004)
 2005–2009 0.78 [0.66, 0.93] 0.89 [0.76, 1.03] 0.96 [0.59, 1.57] 0.97 [0.80, 1.17]
 2010–2014 0.79 [0.66, 0.94] 0.66 [0.58, 0.76] 1.53 [0.99, 2.36] 0.91 [0.76, 1.10]
 2015–2020 0.50 [0.42, 0.60] 0.49 [0.43, 0.57] 2.30 [1.55, 3.40] 0.76 [0.62, 0.91]
Sex (ref=male)
 Female 0.74 [0.64, 0.85] 1.05 [0.93, 1.19] 0.82 [0.51, 1.32] 1.07 [0.89, 1.28]
Sex × Survey year
Female × 2005–2009 1.10 [0.91, 1.34] 1.07 [0.91, 1.27] 1.13 [0.59, 2.15] 0.88 [0.69, 1.13]
Female × 2010–2014 0.97 [0.79, 1.19] 1.09 [0.92, 1.31] 0.83 [0.44, 1.55] 0.95 [0.74, 1.22]
Female × 2015–2020 1.31 [1.06, 1.61] 1.21 [1.01, 1.44] 1.26 [0.72, 2.21] 1.31 [1.03, 1.68]
Parental education (ref=finished college or more)
 Some high school or lower 0.97 [0.83, 1.14] 0.94 [0.84, 1.05] 1.32 [0.93, 1.86] 1.08 [0.92, 1.26]
 Finished high school or some college 1.16 [1.07, 1.25] 1.05 [0.98, 1.12] 1.37 [1.09, 1.70] 1.20 [1.10, 1.32]
Race/ethnicity (ref=white)
 Black 0.41 [0.36, 0.47] 0.56 [0.50, 0.62] 2.41 [1.84, 3.17] 0.78 [0.68, 0.90]
 Other 0.70 [0.64, 0.78] 0.85 [0.78, 0.92] 1.61 [1.27, 2.04] 0.95 [0.85, 1.05]
Survey mode (ref=paper)
 Tablet 0.93 [0.73, 1.19] 0.86 [0.70, 1.06] 1.19 [0.81, 1.74] 0.92 [0.75, 1.13]

Note: aRRR=Adjusted relative risk ratio. Alcohol-use-only is defined as past-year alcohol use and no report of past-year cannabis or simultaneous use. Cannabis-use-only is defined as past-year cannabis use and no report of past-year alcohol or simultaneous use. Models also adjusted for parental education, race/ethnicity, and survey mode.

Because there were significant interactions between sex and survey year, Table 3 presents the sex-specific association between survey year and substance use from the multinomial logistic model with an interaction term between year and sex. Comparing effect size between males and females, there was a faster decline among males in simultaneous use (e.g., males: aRRR [2015–2020 vs 2000–2004]=0.48 [0.40, 0.58]; females: aRRR=0.67 [0.56, 0.80]), past year alcohol-use-only (males: aRRR=0.48 [0.42, 0.56]; females: aRRR=0.61 [0.53, 0.70]), and past year alcohol and cannabis use but not simultaneously (males: aRRR=0.73 [0.60, 0.89]; females: aRRR=1.02 [0.85, 1.23]). Further, comparing effect size between males and females, there was a faster increase in cannabis-use-only among females compared with males (females: aRRR [2015–2020 vs 2000–2004]=3.11 [1.95, 4.94]; males: aRRR=2.15, [1.43, 3.21]).

Table 3.

Multinomial logistic regressions of past-year alcohol and/or cannabis use by sex

Past-year simultaneous use
Vs. no use
Past-year alcohol-use-only
Vs. no use
Past-year cannabis-use-only
Vs. no use
Past-year alcohol and cannabis use but not simultaneously
Vs. no use
Subgroup Survey year (ref=2000–2004) aRRR [95% CI] aRRR [95% CI] aRRR [95% CI] aRRR [95% CI]

Male (N= 17,771) 2005–2009 0.78 [0.66, 0.93] 0.89 [0.76, 1.03] 0.96 [0.59, 1.55] 0.96 [0.79, 1.16]
2010–2014 0.78 [0.66, 0.94] 0.66 [0.58, 0.76] 1.51 [0.98, 2.34] 0.91 [0.75, 1.10]
2015–2020 0.48 [0.40, 0.58] 0.48 [0.42, 0.56] 2.15 [1.43, 3.21] 0.73 [0.60, 0.89]

Female (N= 20,028) 2005–2009 0.86 [0.73, 1.02] 0.95 [0.83, 1.09] 1.10 [0.68, 1.77] 0.85 [0.71, 1.03]
2010–2014 0.77 [0.65, 0.90] 0.73 [0.64, 0.83] 1.28 [0.80, 2.06] 0.87 [0.73, 1.05]
2015–2020 0.67 [0.56, 0.80] 0.61 [0.53, 0.70] 3.11 [1.95, 4.94] 1.02 [0.85, 1.23]

Note: aRRR=Adjusted relative risk ratio. Alcohol-use-only is defined as past-year alcohol use and no report of past-year cannabis or simultaneous use. Cannabis-use-only is defined as past-year cannabis use and no report of past-year alcohol or simultaneous use. Models adjusted for parental education, race/ethnicity, and survey mode.

National trends in alcohol and cannabis use in the US among 12th grade students by race/ethnicity and parental education

Interactions by race/ethnicity (Supplemental Table 2) and parental education (Supplemental Table 3), are shown in Supplementary Tables 2 and 3, respectively. Several interactions emerged, but none with the consistency across time we observed for sex. By race, Black and ‘other’ adolescents had accelerated increases at various timepoints compared to their white peers for cannabis-use-only (e.g., interaction aRRR [2005–2009 vs 2000–2004] = 2.62 [1.16, 5.90] for Black adolescents) and simultaneous use (e.g., interaction aRRR [2010–2014 vs 2000–2004] = 1.43 [1.09, 1.89] for ‘other’ adolescents). By parental education, several (although no consistent) interactions emerged; for example, adolescents in homes where the highest level of parental education completed was high school or some college had a faster increase in cannabis-use-only compared to adolescents in homes where the highest level of parental education completion was college (interaction aRRR [2015–2020 vs 2000–2004]=2.28 [1.21, 4.28]).

Discussion

Since 2000, past-year simultaneous use of cannabis and alcohol has declined in the United States among 12th grade students. The decline was concentrated among frequent simultaneous users, i.e., those engaging in simultaneous use most or every time they use cannabis. The odds of using alcohol only, or using alcohol and cannabis but not simultaneously, also declined. In contrast, while reporting cannabis use with no report of past year alcohol use remained relatively rare, the odds of cannabis use without alcohol more than doubled from 2011 to 2019. We expand previous studies of trends in cannabis and alcohol use to reflect the past decade, a time in which numerous policies and provisions related to cannabis use have undergone change (Borodovsky et al., 2017; Coley et al., 2021; Yu et al., 2020). Observed trends varied across sex, with steeper declines in alcohol use with cannabis for males as well as steeper increase in the prevalence of cannabis use without alcohol for females. Trends by race/ethnicity and parental education were largely parallel, although there were indications that non-White adolescents had faster increases in cannabis use without alcohol.

Our findings indicate faster increases in past-year cannabis use only and slower declines in past-year simultaneous use and alcohol-use-only among female adolescents. This suggests that sex convergence trends (Hamilton et al., 2019; Jang et al., 2017) are changing, with females catching up to and potentially surpassing males in their cannabis use only and males diverging in prevalence from females in simultaneous use and alcohol-use-only. Indeed, once we control for year, female adolescents are more likely than males to use alcohol only (no cannabis), and use alcohol and cannabis (but not simultaneously). Sex convergences are occurring in many substances, such as alcohol, which may be indicative of changing gender norms and expectations among females with regard to substance use (Dir et al., 2017; Kuhn, 2015; Mrug and McCay, 2013; Pérez et al., 2010). Female adolescents are now more likely than males to initiate alcohol use early in life (Cheng and Anthony, 2018a, 2018b,) and further sex convergences in cannabis use and simultaneous cannabis and alcohol use suggest that intervention and prevention efforts that focus on problems and issues facing today’s adolescent females may be important for reducing adolescent use. It is important to note that these data are among high-school students; substance use remains dynamic during the transition to adulthood (Boden et al., 2020; Cerdá et al., 2016; Jager et al., 2022), thus tracking how these trends persist and change across the life course is critical.

By race/ethnicity, Black and other non-white adolescents had lower alcohol use, and simultaneous use, but higher cannabis-use-only (without alcohol), and there was some indication that increases in cannabis-use-only was accelerating for non-white adolescents. Other studies have reported higher cannabis use and lower alcohol use among adolescents of color compared to white adolescents (“Alcohol use in adolescence across U.S. race/ethnicity: Considering cultural factors in prevention and interventions,” 2021; Banks et al., 2017; Dai, 2019; Purcell et al., 2021), as well as acceleration of increases in cannabis use prevalence (Hamilton et al., 2019). Non-white adolescents face harsher punitive consequences of substance use (Bottiani et al., 2017; Gase et al., 2016; Kakade et al., 2012; Morris and Perry, 2016), including cannabis use, compared to their white peers. Promoting a public health approach that focuses on informing and educating adolescents about the potential health consequences of cannabis use rather than a criminalization approach is especially imperative given the increases in prevalence. We caution against overinterpretation of results for the “other” category, due to heterogeneity of racial/ethnic representation that exists within this group.

Compared to adolescents in households where at least one parent had completed college, those whose parents had less education had higher prevalence of alcohol use, cannabis use, and simultaneous use. While trends in adolescent substance use by parental education were largely parallel, the group with less educated parents evidenced faster acceleration of cannabis-use-only. Ensuring consistent access to prevention and intervention initiatives across adolescents at all socioeconomic levels, especially with regard to simultaneous use of alcohol and cannabis which is of great consequence to adolescent health and injury risk (Hartman et al., 2015; Hartman and Huestis, 2013; Terry-McElrath et al., 2013), is a significant public health priority.

Further, future studies should examine additional substances that are frequently co-used with cannabis and potentiate harm to adolescents, particularly tobacco and cannabis co-use, which is increasing among US adolescents (Cohn et al., 2019; Johnston et al., 2020; Miech et al., 2020b; Smith et al., 2021) and associated with substantial health consequences (Cooper and Haney, 2009; Fairman, 2015; Viveros et al., 2006). Additionally, simultaneous use of alcohol and cannabis is modestly increasing among young adults (Patrick et al., 2019; Terry‐McElrath and Patrick, 2018); the same cohorts among whom prevalence declined across historical time in adolescence. This is consistent with data on alcohol use, whereby declines in prevalence in adolescence are offset by faster increases in use in those same cohorts among young adults (Jager et al., 2022). Attention is needed to substance use prevention and intervention efforts aimed towards young adulthood after high school and/or college, when different substance use education and prevention methods must be used than those available for classroom use.

While these analyses are strengthened by the large and representative sample as well as adjustment for several confounders and analysis of potential sources of heterogeneity, data limitations exist. Surveys were administered in school, thus exclude those who have dropped out; although school dropout rates among 15–24 year old adolescents during our study period were low (4.8% in 2000 to 4.7% in 2017) (National Center for Educational Statistics, 2018), study findings may not generalize to different ages, or to adolescents not actively enrolled in the school system or who missed school the day of the survey. Additionally, data were self-reported and thus subject to reporting and recall bias. However, studies show that adolescents are more likely to report substance use in surveys administered in a school setting such as MTF than at home, suggesting that results from our study are less influenced by reporting and recall bias than other surveys (Gfroerer et al., 1997; Kann et al., 2002). In our sex stratified analyses, we were not able to examine gender apart from sex assigned at birth and disentangle the unique effects of gender and sex. Furthermore, race/ethnicity was defined here as white, Black, or other, and so we lacked the ability to explicitly describe the patterns and trends of the many groups that comprise the “other” category. Finally, we dichotomized substance use as any use in past year versus none, but the MTF data allow for disaggregation of levels of use, which may be informative for future research on trends among adolescents with established substance use.

In sum, the risk of past-year cannabis-use-only has been increasing over time among US adolescents, and risk of past-year alcohol-use-only and simultaneous use have decreased over time. Our results suggest that declines in simultaneous use are largely driven by historical declines in alcohol use, portending further harm reduction associated with decreased adolescent simultaneous use. Given that changes in substance use since the onset of the COVID-19 pandemic may have influenced subsequent trajectories of adolescent substance use(Layman et al., 2022), the impact of pandemic-related changes on simultaneous use will be an important research area moving forward. While simultaneous use is declining, it remains prevalent and associated with substantial potential health effects, and thus clinicians should remain attentive to substance use in adolescent patients, and public health efforts should remain focused on developing and evaluating strategies for reducing substance use, including both alcohol and cannabis use, among adolescents.

Supplementary Material

SUPINFO

Grants:

National Institute on Drug Abuse (R01DA048853 to KK; K01DA045224 to PM)

Supported by National Institute on Drug Abuse (R01-DA048853 to KMK and K01-DA045224 to PMM), Centers for Disease Control and Prevention (grant R49 CE003094 to KMK), and National Institute of Mental Health (grant 5 T32 MH 13043–50 to NK)

Abbreviations:

MTF

Monitoring the Future Survey

aRRR

Adjusted relative risk ratio

Contributor Information

Katherine M. Keyes, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York.

Navdep Kaur, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York.

Noah T. Kreski, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York.

Qixuan Chen, Department of Biostatistics, Mailman School of Public Health, Columbia University, New York.

Silvia S. Martins, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York.

Deborah Hasin, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York; New York State Psychiatric Institute, College of Physicians and Surgeons of Columbia University, New York.

Mark Olfson, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York; New York State Psychiatric Institute, College of Physicians and Surgeons of Columbia University, New York.

Pia M. Mauro, Department of Epidemiology, Mailman School of Public Health, Columbia University, New York.

References

  1. Alcohol use in adolescence across U.S. race/ethnicity: Considering cultural factors in prevention and interventions (2021) In: The Handbook of Alcohol Use: Understandings from Synapse to Society , Elsevier. [Google Scholar]
  2. Arterberry BJ, Goldstick JE, Walton MA, Cunningham RM, Blow FC, Bonar EE (2021) Alcohol and cannabis motives: Differences in daily motive endorsement on alcohol, cannabis, and alcohol/cannabis co-use days in a cannabis-using sample. Addict Res Theory 29:111–116. [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Bachman JG, Johnston LD, O’malley PM, Schulenberg JE, Miech RA (2015) The Monitoring the Future Project After Four Decades: Design and Procedures. [Google Scholar]
  4. Banks DE, Rowe AT, Mpofu P, Zapolski TCB (2017) Trends in typologies of concurrent alcohol, marijuana, and cigarette use among US adolescents: An ecological examination by sex and race/ethnicity. Drug Alcohol Depend 179:71–77. [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Boden JM, Dhakal B, Foulds JA, Horwood LJ (2020) Life‐course trajectories of cannabis use: a latent class analysis of a New Zealand birth cohort. Addiction 115:279–290. [DOI] [PubMed] [Google Scholar]
  6. Borodovsky JT, Lee DC, Crosier BS, Gabrielli JL, Sargent JD, Budney AJ (2017) U.S. cannabis legalization and use of vaping and edible products among youth. Drug Alcohol Depend 177:299–306. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Bottiani JH, Bradshaw CP, Mendelson T (2017) A multilevel examination of racial disparities in high school discipline: Black and white adolescents’ perceived equity, school belonging, and adjustment problems. J Educ Psychol 109:532. [Google Scholar]
  8. Boyd CJ, Veliz PT, McCabe SE (2015) Adolescents’ use of medical marijuana: a secondary analysis of monitoring the future data. J Adolesc Heal 57:241–244. [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Cerdá M, Moffitt TE, Meier MH, Harrington H, Houts R, Ramrakha S, Hogan S, Poulton R, Caspi A (2016) Persistent cannabis dependence and alcohol dependence represent risks for midlife economic and social problems: A longitudinal cohort study. Clin Psychol Sci a J Assoc Psychol Sci 4:1028–1046. [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Cheng HG, Anthony JC (2018a) Male-female differences in the onset of heavy drinking episode soon after first full drink in contemporary United States: From early adolescence to young adulthood. Drug Alcohol Depend 190:159–165. [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Cheng HG, Anthony JC (2018b) Female–male differences in alcohol dependence levels: Evidence on newly incident adolescent and young‐adult drinkers in the United States, 2002–2014. Int J Methods Psychiatr Res 27:e1717. [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Cohn AM, Abudayyeh H, Perreras L, Peters EN (2019) Patterns and correlates of the co-use of marijuana with any tobacco and individual tobacco products in young adults from Wave 2 of the PATH Study. Addict Behav 92:122–127. [DOI] [PubMed] [Google Scholar]
  13. Coley RL, Kruzik C, Ghiani M, Carey N, Hawkins SS, Baum CF (2021) Recreational Marijuana Legalization and Adolescent Use of Marijuana, Tobacco, and Alcohol. J Adolesc Heal 69:41–49. [DOI] [PubMed] [Google Scholar]
  14. Cooper ZD, Haney M (2009) Comparison of subjective, pharmacokinetic, and physiological effects of marijuana smoked as joints and blunts. Drug Alcohol Depend 103:107–113. [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. D’Amico EJ, Rodriguez A, Tucker JS, Dunbar MS, Pedersen ER, Seelam R (2022) Disparities in Functioning From Alcohol and Cannabis Use Among A Racially/Ethnically Diverse Sample of Emerging Adults. Drug Alcohol Depend 109426. [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Dai H (2019) Trends in Single, Dual, and Poly Use of Alcohol, Cigarettes, and Marijuana Among US High-School Students: 1991–2017. Am J Public Health 109:1138–1140. [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Dir AL, Bell RL, Adams ZW, Hulvershorn LA (2017) Gender Differences in Risk Factors for Adolescent Binge Drinking and Implications for Intervention and Prevention. Front Psychiatry 8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Fairman BJ (2015) Cannabis problem experiences among users of the tobacco–cannabis combination known as blunts. Drug Alcohol Depend 150:77–84. [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Gase LN, Glenn BA, Gomez LM, Kuo T, Inkelas M, Ponce NA (2016) Understanding Racial and Ethnic Disparities in Arrest: The Role of Individual, Home, School, and Community Characteristics. Race Soc Probl 8:296–312. [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Gfroerer J, Wright D, Kopstein A (1997) Prevalence of youth substance use: the impact of methodological differences between two national surveys. Drug Alcohol Depend 47:19–30. [DOI] [PubMed] [Google Scholar]
  21. Gonçalves PD, Gutkind S, Segura L, Castaldelli-Maia JM, Martins SS, Mauro PM (2021) Simultaneous alcohol/cannabis use and driving under the influence in the US (In press). Am J Prev Med. [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Gupta PS, Kalagher KM (2021) Where There Is (No) Smoke, There Is Still Fire: a Review of Trends, Reasons for Use, Preferences and Harm Perceptions of Adolescent and Young Adult Electronic Cigarette Use. Curr Pediatr Rep. [DOI] [PMC free article] [PubMed] [Google Scholar]
  23. Hamilton AD, Jang JB, Patrick ME, Schulenberg JE, Keyes KM (2019) Age, period and cohort effects in frequent cannabis use among US students: 1991–2018. Addiction 114:1763–1772. [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Hartman RL, Brown TL, Milavetz G, Spurgin A, Pierce RS, Gorelick DA, Gaffney G, Huestis MA (2015) Cannabis effects on driving lateral control with and without alcohol. Drug Alcohol Depend 154:25–37. [DOI] [PMC free article] [PubMed] [Google Scholar]
  25. Hartman RL, Huestis MA (2013) Cannabis effects on driving skills. Clin Chem 59:478–492. [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Inglehart R, Baker WE (2000) Modernization, Cultural Change, and the Persistence of Traditional Values. Am Sociol Rev 65:19. [Google Scholar]
  27. Jager J, Keyes KM, Son D, Patrick ME, Platt J, Schulenberg JE (2022) Age 18–30 trajectories of binge drinking frequency and prevalence across the past 30 years for men and women: Delineating when and why historical trends reversed across age. Dev Psychopathol 1–15. [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Jang JB, Patrick ME, Keyes KM, Hamilton AD, Schulenberg JE (2017) Frequent binge drinking among US adolescents, 1991 to 2015. Pediatrics 139. [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Johnston L, Miech R, O’Malley P, Bachman J, Schulenberg J, Patrick M (2020) Monitoring the Future national survey results on drug use, 1975–2019: Overview, key findings on adolescent drug use. [Google Scholar]
  30. Kakade M, Duarte CS, Liu X, Fuller CJ, Drucker E, Hoven CW, Fan B, Wu P (2012) Adolescent Substance Use and Other Illegal Behaviors and Racial Disparities in Criminal Justice System Involvement: Findings From a US National Survey. Am J Public Health 102:1307–1310. [DOI] [PMC free article] [PubMed] [Google Scholar]
  31. Kann L, Brener N, Warren C, Collins J, Giovono G (2002) An assessment of the effect of data collection setting on the prevalence of health risk behaviors among adolescents. J Adolesc Heal 31:327–335. [DOI] [PubMed] [Google Scholar]
  32. Keogh-Clark F, Whaley RC, Leventhal AM, Krueger EA (2021) Sex differences in the association between parental monitoring and substance use initiation among adolescents. Addict Behav 122:107024. [DOI] [PMC free article] [PubMed] [Google Scholar]
  33. Keyes KM, Hamilton A, Patrick ME, Schulenberg J (2020) Diverging Trends in the Relationship Between Binge Drinking and Depressive Symptoms Among Adolescents in the U.S. From 1991 Through 2018. J Adolesc Heal 66:529–535. [DOI] [PMC free article] [PubMed] [Google Scholar]
  34. Keyes KM, Jager J, Hamilton A, O’Malley PM, Miech R, Schulenberg JE (2015) National multi-cohort time trends in adolescent risk preference and the relation with substance use and problem behavior from 1976 to 2011. Drug Alcohol Depend 155:267–274. [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Keyes KM, Wall M, Feng T, Cerdá M, Hasin DS (2017) Race/ethnicity and marijuana use in the United States: Diminishing differences in the prevalence of use, 2006–2015. Drug Alcohol Depend 179:379–386. [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Kuhn C (2015) Emergence of sex differences in the development of substance use and abuse during adolescence. Pharmacol Ther 153:55–78. [DOI] [PMC free article] [PubMed] [Google Scholar]
  37. Layman HM, Thorisdottir IE, Halldorsdottir T, Sigfusdottir ID, Allegrante JP, Kristjansson AL (2022) Substance Use Among Youth During the COVID-19 Pandemic: a Systematic Review. Curr Psychiatry Rep. [DOI] [PMC free article] [PubMed] [Google Scholar]
  38. Linden-Carmichael AN, Wardell JD (2021) Combined use of alcohol and cannabis: Introduction to the special issue. Psychol Addict Behav 35:621. [DOI] [PMC free article] [PubMed] [Google Scholar]
  39. Lukas SE, Orozco S (2001) Ethanol increases plasma Δ9-tetrahydrocannabinol (THC) levels and subjective effects after marihuana smoking in human volunteers. Drug Alcohol Depend 64:143–149. [DOI] [PubMed] [Google Scholar]
  40. Medina KL, Schweinsburg AD, Cohen-Zion M, Nagel BJ, Tapert SF (2007) Effects of alcohol and combined marijuana and alcohol use during adolescence on hippocampal volume and asymmetry. Neurotoxicol Teratol 29:141–152. [DOI] [PMC free article] [PubMed] [Google Scholar]
  41. Miech RA, Johnston LD, O’Malley PM, Bachman JG, Schulenberg JE, & Patrick ME (2020) Monitoring the Future national survey results on drug use, 1975–2019: Volume I, Secondary school students 1. [Google Scholar]
  42. Miech RA, Patrick ME, O’Malley PM, Johnston LD, Bachman JG (2020a) Trends in Reported Marijuana Vaping Among US Adolescents, 2017–2019. JAMA 323:475–476. [DOI] [PMC free article] [PubMed] [Google Scholar]
  43. Miech RA, Patrick ME, O’Malley PM, Johnston LD, Bachman JG (2020b) Trends in Reported Marijuana Vaping Among US Adolescents, 2017–2019. JAMA 323:475–476. [DOI] [PMC free article] [PubMed] [Google Scholar]
  44. Morris EW, Perry BL (2016) The Punishment Gap: School Suspension and Racial Disparities in Achievement. Soc Probl 63:68–86. [Google Scholar]
  45. Mosher JF (2012) Joe Camel in a bottle: Diageo, the Smirnoff brand, and the transformation of the youth alcohol market. Am J Public Health 102:56–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
  46. Mrug S, McCay R (2013) Parental and peer disapproval of alcohol use and its relationship to adolescent drinking: Age, gender, and racial differences. Psychol Addict Behav 27:604–614. [DOI] [PMC free article] [PubMed] [Google Scholar]
  47. National Center for Educational Statistics (2018) Among 15- to 24-year-olds enrolled in grades 10 through 12, percentage who dropped out (event dropout rate), by sex and race/ethnicity: 1972 through 2017. [Google Scholar]
  48. Palamar JJ (2021) Increases in Frequent Vaping of Cannabis Among High School Seniors in the United States, 2018–2019. J Adolesc Heal 69:153–156. [DOI] [PMC free article] [PubMed] [Google Scholar]
  49. Pape H, Rossow I, Brunborg GS (2018) Adolescents drink less: How, who and why? A review of the recent research literature. Drug Alcohol Rev 37:S98–S114. [DOI] [PubMed] [Google Scholar]
  50. Patrick ME, Fleming CB, Fairlie AM, Lee CM (2020) Cross-fading motives for simultaneous alcohol and marijuana use: Associations with young adults’ use and consequences across days. Drug Alcohol Depend 213:108077. [DOI] [PMC free article] [PubMed] [Google Scholar]
  51. Patrick ME, Kloska DD, Terry-McElrath YM, Lee CM, O’Malley PM, Johnston LD (2018) Patterns of simultaneous and concurrent alcohol and marijuana use among adolescents. Am J Drug Alcohol Abuse 44:441–451. [DOI] [PMC free article] [PubMed] [Google Scholar]
  52. Patrick ME, Schulenberg JE (2013) Prevalence and predictors of adolescent alcohol use and binge drinking in the United States. Alcohol Res 35:193–200. [PMC free article] [PubMed] [Google Scholar]
  53. Patrick ME, Terry-McElrath YM, Lee CM, Schulenberg JE (2019) Simultaneous alcohol and marijuana use among underage young adults in the United States. Addict Behav 88:77–81. [DOI] [PMC free article] [PubMed] [Google Scholar]
  54. Patrick ME, Veliz PT, Terry-McElrath YM (2017) High-intensity and simultaneous alcohol and marijuana use among high school seniors in the United States. Subst Abus 38:498–503. [DOI] [PMC free article] [PubMed] [Google Scholar]
  55. Pérez A, Ariza C, Sánchez-Martínez F, Nebot M (2010) Cannabis consumption initiation among adolescents: A longitudinal study. Addict Behav 35:129–134. [DOI] [PubMed] [Google Scholar]
  56. Purcell JB, Orihuela CA, Elliott MN, Tortolero Emery S, Schuster MA, Mrug S (2021) Examining Sex and Racial/Ethnic Differences in Co-use of Alcohol, Cannabis, and Cigarettes in a Community Sample of Adolescents. Subst Use Misuse 56:101–110. [DOI] [PubMed] [Google Scholar]
  57. Reiss F (2013) Socioeconomic inequalities and mental health problems in children and adolescents: a systematic review. Soc Sci Med 90:24–31. [DOI] [PubMed] [Google Scholar]
  58. Rothman KJ (2014) Six Persistent Research Misconceptions. J Gen Intern Med 29:1060–1064. [DOI] [PMC free article] [PubMed] [Google Scholar]
  59. Rothman KJ (1990) No adjustments are needed for multiple comparisons. Epidemiology 43–46. [PubMed] [Google Scholar]
  60. SAS Institute Inc. (2014) SAS [computer program]. Version 9.4. [Google Scholar]
  61. Schweinsburg AD, Schweinsburg BC, Nagel BJ, Eyler LT, Tapert SF (2011) Neural correlates of verbal learning in adolescent alcohol and marijuana users. Addiction 106:564–573. [DOI] [PMC free article] [PubMed] [Google Scholar]
  62. Sellers CM, McManama O’Brien KH, Hernandez L, Spirito A (2018) Adolescent Alcohol Use: The Effects of Parental Knowledge, Peer Substance Use, and Peer Tolerance of Use. J Soc Social Work Res 9:69–87. [DOI] [PMC free article] [PubMed] [Google Scholar]
  63. Smith DM, Miller C, O’Connor RJ, Kozlowski LT, Wadsworth E, Fix BV, Collins RL, Wei B, Goniewicz ML, Hyland AJ (2021) Modes of delivery in concurrent nicotine and cannabis use (“co-use”) among youth: Findings from the International Tobacco Control (ITC) Survey. Subst Abus 42:339–347. [DOI] [PMC free article] [PubMed] [Google Scholar]
  64. StataCorp (2019) Stata Statistical Software: Release 16. [Google Scholar]
  65. Subbaraman MS, Kerr WC (2015) Simultaneous versus concurrent use of alcohol and cannabis in the national alcohol survey. Alcohol Clin Exp Res 39:872–879. [DOI] [PMC free article] [PubMed] [Google Scholar]
  66. Terry-McElrath YM, O’Malley PM, Johnston LD (2013) Simultaneous alcohol and marijuana use among US high school seniors from 1976 to 2011: Trends, reasons, and situations. Drug Alcohol Depend 133:71–79. [DOI] [PMC free article] [PubMed] [Google Scholar]
  67. Terry‐McElrath YM, Patrick ME (2018) Simultaneous alcohol and marijuana use among young adult drinkers: Age‐specific changes in prevalence from 1977 to 2016. Alcohol Clin Exp Res 42:2224–2233. [DOI] [PMC free article] [PubMed] [Google Scholar]
  68. Thomson KC, Guhn M, Richardson CG, Shoveller JA (2017) Associations between household educational attainment and adolescent positive mental health in Canada. SSM-Population Heal 3:403–410. [DOI] [PMC free article] [PubMed] [Google Scholar]
  69. Vashishtha R, Livingston M, Pennay A, Dietze P, MacLean S, Holmes J, Herring R, Caluzzi G, Lubman DI (2020) Why is adolescent drinking declining? A systematic review and narrative synthesis. Addict Res Theory 28:275–288. [Google Scholar]
  70. Viveros M-P, Marco EM, File SE (2006) Nicotine and cannabinoids: parallels, contrasts and interactions. Neurosci Biobehav Rev 30:1161–1181. [DOI] [PubMed] [Google Scholar]
  71. Yu B, Chen X, Chen X, Yan H (2020) Marijuana legalization and historical trends in marijuana use among US residents aged 12–25: results from the 1979–2016 National Survey on drug use and health. BMC Public Health 20. [DOI] [PMC free article] [PubMed] [Google Scholar]

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