Personality and prescription drug use/misuse among first year undergraduates

Five-Year Outcomes of a School-Based Personality-Focused Prevention Program on Adolescent Substance Use Disorder: A Cluster Randomized Trial

OBJECTIVE

Rates of substance use disorders (SUDs) remain significantly above national targets for health promotion and disease prevention in Canada and the United States. This study investigated the 5-year SUD outcomes following a selective drug and alcohol prevention program targeting personality risk factors for adolescent substance misuse.

METHODS

The Co-Venture trial is a cluster randomized trial involving 31 high schools in the greater Montreal area that agreed to conduct annual health behavior surveys for 5 years on the entire 7th grade cohort of assenting students enrolled at the school in 2012 or 2013. Half of all schools were randomly assigned to be trained and assisted in the delivery of the personality-targeted PreVenture Program to all eligible 7th grade participants. The intervention consisted of a brief (two-session) group cognitive-behavioral intervention that is delivered in a personality-matched fashion to students who have elevated scores on one of four personality traits linked to early-onset substance misuse: impulsivity, sensation seeking, anxiety sensitivity, or hopelessness.

RESULTS

Mixed-effects multilevel Bayesian models were used to estimate the effect of the intervention on the year-by-year change in probability of SUD. When baseline differences were controlled for, a time-by-intervention interaction revealed positive growth in SUD rate for the control group (b=1.380, SE=0.143, odds ratio=3.97) and reduced growth for the intervention group (b=-0.423, SE=0.173, 95% CI=-0.771, -0.084, odds ratio=0.655), indicating a 35% reduction in the annual increase in SUD rate in the intervention condition relative to the control condition. Group differences in SUD rates were reliably nonzero (95% confidence) at the fourth and fifth year of assessment. Secondary analyses revealed no significant intervention effects on growth of anxiety, depression, or total mental health difficulties over the four follow-up periods.

CONCLUSIONS

This study showed for the first time that personality-targeted interventions might protect against longer-term development of SUD.

The relationship of cultural variables to attitudes toward prescription drug usage among Iranian/Persian Americans

The present study examined the effects of cultural factors(ethnic identity, acculturation, perceived discrimination, and religiosity), derived from the Multicultural Assessment-Intervention Process (MAIP) model, on attitudes toward prescription drug use among Iranian/Persian Americans across the United States. The study consisted of a final sample of 454 Iranian/Persian American adult participants. The results indicated that Iranian/Persian American attitudes toward prescription drug use are impacted by demographic and cultural factors. Less heritage acculturation was found to be a predictor of attitudes toward the use of recreational and achievement-oriented prescription drug use. Further, perceived discrimination, specifically, perceived stigmatization and threat/aggression as well as less identification with Iranian/Persian heritage culture, were found to predict more positive attitudes toward prescription drug use among Iranian/Persian Americans. Religiosity was not found to be predictive of prescription drug usage. The present study underscores the usefulness of considering the impact of Iranian/Persian American ethnic identity, acculturation, and perceived discrimination in treating substance abuse within this population. Clinical implications, limitations, and future research are discussed.

Adverse Childhood Experiences in Brazilian College Students: Examining Associations with Suicidal Ideation and Risky Behaviors

Background

The association between adverse childhood experiences (ACEs) and poor health outcomes is well-established in high-income countries. However, the evidence is limited for the association of ACEs, mental health, and risky behaviors for low- and middle-income countries. Moreover, studies often overlook prescription drug misuse and risky driving when examining the association of ACEs with risky behaviors. In our study, we examined the associations between ACEs, suicidal ideation, and risky behaviors (binge drinking, prescription drug misuse, and risky driving) among Brazilian college students.

Methods

Participants consisted of a convenience sample of students recruited from undergraduate courses primarily in two states in Southern Brazil (93%). Data were collected via an online survey between December 2020 and August 2021. The analytical sample comprised 503 participants, most were female (71%), and the mean age was 24 years. Survey instrument included questions on ten different ACE types, mental health, and risky behaviors. Statistical analyses included univariate descriptive analysis, binary and multivariable regression models.

Results

Across the ten ACE types assessed, only 14% of participants reported no ACEs, and 29% of participants experienced polyvictimization (i.e., four or more ACES). Multivariable models showed that, compared to those with no ACEs, participants who experienced polyvictimization had significantly increased odds of reporting suicide ideation (AOR = 6.21, p < .001), prescription drug misuse (AOR = 8.78, p < .01), and riding with an impaired driver (AOR = 3.58, p < .01).

Conclusions

Our findings support the need for psychological support and services available for college students with multiple ACEs.

College Students' prescription drug misuse over time and links with their mental health and well-being

Prescription drug misuse (PDM) is a mounting public health concern in the U.S., particularly among college students. The field's reliance on cross-sectional designs and limited controls for other substance use has failed to capture the specific role of misuse for longer-term health. Therefore, the present study tested associations between trajectories of PDM problems and college students' mental health and subjective happiness over time. Participants were 300 students who completed a baseline assessment (T1) and follow-ups every 6 months for two years (T2-T5). Participants self-reported problems associated with PDM and mental health. Results from univariate latent growth models indicated that problems with PDM were initially on an increasing trajectory. Based on parallel process models, problems with PDM were concurrently associated with higher levels of depressive symptoms, disinhibition, callousness/aggression, and lower levels of subjective happiness at T1. Further, we found support for parallel trajectories between PDM problems and both depressive symptoms and general disinhibition. Participants whose PDM problems were on an increasing (worsening) trajectory at baseline showed an increase in depressive symptoms and general disinhibition over the next two years. Participants whose PDM problems accelerated over time (got worse at a faster and faster rate over time) also showed a significant increase in their depressive symptoms over time. Most findings, however, were no longer statistically significant in sensitivity analyses that controlled for alcohol and other drug problems. Findings highlight college as an important time for interventions to prevent substance use and its associated negative consequence on later young adult mental health.

Social norms of college students engaging in non-medical prescription drug use to get high: What's sex got to do with it?

Background: Relationships exist between perceived peer and own use of alcohol, cannabis, and tobacco, particularly when peers and participants are sex-matched. We investigated sex influences on social norms effects for college students' non-medical prescription drug use (NMPDU). Methods: N = 1986 college students reported on their perceptions of male and female peers' NMPDU frequency and their own past-month NMPDU. Results: Approximately 3% of students self-reported past month NMPDU, with no sex differences. In a linear mixed model, participants who engaged in NMPDU perceived significantly more frequent peer use. Female participants perceived more frequent peer NMPDU than did male participants, particularly when perceiving male peers' NMPDU. Significant positive correlations were found between perceived peer NMPDU frequency and participants' own NMPDU for all peer-participant sex combinations, with no evidence for stronger correlations with sex-matched pairs. Conclusions: While social norm interventions may be effective for college student NMPDU, sex-matching of these interventions is likely unnecessary.

Prescription opioid misuse in relation to addiction susceptibility among women at a Saudi university

Objectives

The trends of prescription opioid misuse are understudied in Arab populations, let alone among university students. Additionally, little is known about the psychological traits that increase susceptibility for such behaviors in this region. Thus, this study aimed to assess the prevalence of prescription opioid misuse and its association with addiction susceptibility, as measured by the Substance Abuse Risk Profile Scale (SURPS).

Methods

We sampled university students from King Saud University's women's campus. Data on prescription opioid misuse, SURPS traits, and demographic characteristics were collected using an electronic self-administered survey.

Results

Lifetime prescription opioid misuse was 48.5%, while past-month misuse was 28.9%. On average, SURPS subscale scores for impulsivity (mean = 11.6; SD = 2.8) hopelessness (mean = 12.3; SD = 3.5), sensation seeking (mean = 16.4; SD = 3.8), and anxiety sensitivity (mean = 14.6; SD = 2.6). Anxiety sensitivity composite scores significantly differed between students reporting misuse and those who did not. Moreover, the odds for prescription opioid misuse increased by 7% for every 1 unit increase in anxiety sensitivity (AOR = 1.07; 95% CI = 1.00, 1.14), when controlling for other SURPS measures and student characteristics.

Conclusion

The prevalence of prescription opioid misuse in our study is higher than what is reported in global student populations. This may reflect unmonitored availability of controlled substances and unsupervised medical prescriptions. Additionally, high levels of anxiety sensitivity may be driving such misuse. Further surveillance of prescription drug misuse among university students and motivators for such behavior is needed for planning prevention and control interventions.

Severity of behavioral addiction symptoms among young adults using non-prescribed sedatives/hypnotics

Introduction

Young adulthood is considered a critical period in terms of non-medical use of sedatives/hypnotics (NMUSH) as well as different types of behavioral addictions (BAs). However, the relationship between these behaviors has received scarce attention among young adult samples. Therefore, the aim of the present study was to investigate the association between NMUSH and symptoms of distinct BAs among young adults.

Materials and methods

Analyses were conducted based on the data of two large sample studies (including a representative sample) carried out with young adult samples. The following BAs were assessed: problematic internet use, problematic video gaming, problematic social media use, problem gambling, exercise addiction, eating disorders, compulsive buying behavior, problematic mobile phone use, work addiction, and hair pulling. Symptoms of distinct BAs were analyzed in three groups formed based on the NMUSH: non-users, lifetime users, and current users.

Results

The symptoms of problematic internet use, problematic social media use, problem gambling, exercise addiction, eating disorders, compulsive buying behavior and work addiction were significantly more severe among lifetime and/or current non-medical sedative and hypnotic users, compared to the non-user participants. The symptoms of problematic mobile phone use were the most severe in the non-user group.

Conclusions

The results suggest co-occurrence between NMUSH and distinct BAs among young adults. These findings draw attention to the need for preventive interventions for this high-risk population.

Interventions to Reduce Opioid Use in Youth At-Risk and in Treatment for Substance Use Disorders: A Scoping Review

BACKGROUND

Youth and young adults have been significantly impacted by the opioid overdose and health crisis in North America. There is evidence of increasing morbidity and mortality due to opioids among those aged 15-29. Our review of key international reports indicates there are few youth-focused interventions and treatments for opioid use. Our scoping review sought to identify, characterize, and qualitatively evaluate the youth-specific clinical and pre-clinical interventions for opioid use among youth.

METHOD

We searched MedLine and PsycInfo for articles that were published between 2013 and 2021. Previous reports published in 2015 and 2016 did not identify opioid-specific interventions for youth and we thus focused on the time period following the periods covered by these prior reports. We input three groups of relevant keywords in the aforementioned search engines. Specifically, articles were included if they targeted a youth population (ages 15-25), studied an intervention, and measured impacts on opioid use.

RESULTS

We identified 21 studies that examined the impacts of heterogeneous interventions on youth opioid consumption. The studies were classified inductively as psycho-social-educational, pharmacological, or combined pharmacological-psycho-social-educational. Most studies focused on treatment of opioid use disorder among youth, with few studies focused on early or experimental stages of opioid use. A larger proportion of studies focused heavily on male participants (i.e., male gender and/or sex). Very few studies involved and/or included youth in treatment/program development, with one study premised on previous research about sexual minority youth.

CONCLUSIONS

Research on treatments and interventions for youth using or at-risk of opioids appears to be sparse. More youth involvement in research and program development is vital. The intersectional and multi-factorial nature of youth opioid use and the youth opioid crisis necessitates the development and evaluation of novel treatments that address youth-specific contexts and needs (i.e., those that address socio-economic, neurobiological, psychological, and environmental factors that promote opioid use among youth).

Longitudinal trajectories of prescription opioid misuse in adolescents

BACKGROUND

Adolescent misuse of prescription opioids is hazardous. This study aimed to generate data on prescription opioid misuse trajectories across adolescence and identify risk factors and mechanisms for more dangerous use trajectories.

METHODS

Using a prospective longitudinal cohort repeated measures design, baseline (Fall 2013) and seven semiannual assessments were administered through Spring 2017 in 10 public high schools in Los Angeles, CA. Frequency of past 30-day prescription opioid misuse was captured. Trajectory groups were identified using growth mixture modeling and multinomial logistic regression identified associations between baseline risk factors with membership in each trajectory group.

RESULTS

Overall, 3395 students were evaluated (53.4% female, Mean [SD] age at baseline=14.58[0.40]; range=12.83-16.29). Four discrete misuse trajectories were identified among 1062 students: (1) Minimal/Experimental (infrequent time-limited use; range of estimated mean number of days using prescription opioid across waves=0.0-0.6 days]; N = 705[20.8%]); (2) Low Deescalating (range=2.0-0.7 days; N = 189[5.6%]); (3) Moderate Escalating (range=0.7-3.6 days; N = 108[3.2%]); and (4) Frequent Persistent (range=4.7-9.4 days; N = 60[1.8%]). Students reporting tobacco, cannabis, alcohol use, or impulsivity in 9th grade were more likely to demonstrate membership in the Moderate Escalating trajectory class when compared to 2333 (68.7%) students reporting sustained abstinence. Female sex, peer opioid misuse, alcohol use, other substance use, impulsivity, or delinquent behavior reported in 9th grade was associated with membership in the Frequent Persistent trajectory class.

CONCLUSIONS

Prescription opioid misuse in adolescence appears to follow 4 discrete trajectories, including the potentially problematic Moderate Escalating and Frequent Persistent trajectories. Female sex, peer influences, substance use, and intrapersonal risk factors were associated with membership in these classes.

The moderating role of positive peers in reducing substance use in college students

ObjectiveYoung adulthood (18-25) is the peak age for substance use, but friends who engage in positive behaviors may be protective. The present study examined the direct relation between positive peer affiliation and substance use, and whether positive peer affiliation moderated the relation between self-reported sensation-seeking, future orientation, self-regulation and substance use. Participants: Participants were 382 college students (M_age = 19.25, SD = 1.33). Method: Participants completed questionnaires assessing substance use, peer affiliation, sensation-seeking, future orientation, and self-regulation. Results: In structural equation models, positive peer affiliation was negatively associated with drunk driving, cigarette use, and marijuana use; and moderated relations between sensation-seeking and substance use, but not cognitive control in the predicted direction. Conclusions: Substance use remains a salient public health concern for college students, but the current study found that having friends who generally engage in positive activities is an important buffer against socioemotional risk factors.

Prescription opioid misuse among university students: A systematic review

Misuse of prescription opioids has substantially increased in the past decade among the general population, including among university students. Relative to the literature concerning opioid misuse among the general population, little information is available regarding the college student population. Objective: The purpose of the present study was to conduct a systematic review of the literature concerning the prevalence of prescription opioid misuse among the university student population. Results: The lifetime estimate for prescription opioid misuse among general populations of students ranged from 4% to 19.7%, with higher estimates for special student populations. Students most at risk for misuse of prescription opioids are those who report higher rates of psychological distress, depression, and suicidal thoughts and behaviors, and white, male students who use alcohol and illicit drugs. Conclusions: Findings from this study underscore the need for opioid prevention and intervention programs on university campuses.

College-based social and situational predictors of real-time prescription drug misuse in daily life

BACKGROUND

This study examined social and situational context predictors of prescription drug misuse among college-students at a large public university in the Midwest. Social and situational context predictors considered were hour of the day, weekend vs weekday, whether participants were at home or another place, and who they were with during instances of misuse. Salient social events, including home football games, city-regulated parties, and the 2019 Midwest polar vortex were also recorded.

METHOD

Using ecological momentary assessment methodology, 297 students completed momentary reports for 28 days. Participants indicated whether they had misused prescription medication (sedatives or sleeping pills, tranquilizers or anxiety medications, stimulants, and pain relievers) and reported on their social and situational context in the moment of misuse.

RESULTS

Multilevel modeling indicated that participants were more likely to misuse prescription medication earlier in the day vs. the evening, on weekdays vs. weekends, when at home vs. not at home, and while alone vs. with others.

CONCLUSIONS

This study provides descriptive information on the social context in which prescription drug misuse is most likely to occur among college students. Our findings suggest that social and situational contexts of prescription drug misuse likely differ as compared to other substances (e.g., alcohol) among college students. Further research aimed at identifying momentary predictors of prescription drug misuse in this population is warranted.

Anxiety sensitivity and substance use: Differential levels across individuals primarily using opioids, cannabis, or stimulants

BACKGROUND

The purpose of the current study was to compare levels of anxiety sensitivity (AS) across a treatment-seeking sample of individuals primarily using opioids, stimulants, or cannabis. Consistent with the idea that individuals high in AS may be motivated to use substances with real or perceived anxiolytic properties, it was hypothesized that individuals primarily using opioids or cannabis would evidence higher levels of AS compared to individuals primarily using stimulants.

METHODS

The sample consisted of 110 veterans (including 29 individuals primarily using opioids, 42 primarily using cannabis, and 39 primarily using stimulants) presenting for psychological services to a Posttraumatic Stress Disorder (PTSD) and Substance Use Disorder (SUD) specialty clinic at a large southeastern Veteran Affairs (VA) hospital.

RESULTS

AS levels varied by group with individuals primarily using stimulants evidencing the highest levels followed by those primarily using opioids and then those primarily using cannabis. Individuals primarily using stimulants had statistically significantly higher levels of AS physical concerns compared to individuals primarily using cannabis but not those primarily using opioids. Further, individuals who primarily use opioids did not differ from those primarily using cannabis.

CONCLUSIONS

Taken together, these findings call into question the notion that AS may be negatively related to the use of substances that have anxiogenic properties.

Personality to Prescription Drug Misuse in Adolescents: Testing Affect Regulation, Psychological Dysregulation, and Deviance Proneness Pathways

Background: Fifteen to 25-year-olds are the age group most likely to misuse prescription drugs. Few studies have tested theory-driven models of adolescent risk for prescription drug misuse. Moreover, rarely are distinct pathways to different forms of prescription drug misuse considered. Methods: We tested mediational paths from personality to mental health symptoms to prescription drug misuse, informed by etiological models of addiction. We specified pathways from particular personality traits to unique forms of prescription drug misuse via specific mental health symptoms. We used semi-longitudinal data collected across two waves of the Co-Venture Trial. Our sample included students from 31 Canadian high schools tested in Grade 9 (n = 3,024) and again in Grade 10 (n = 2,869; 95% retention). Personality (hopelessness, anxiety sensitivity, impulsivity, sensation seeking) was assessed in Grade 9. Mental health symptoms (depression, anxiety, ADHD, conduct disorder) and prescription drug misuse (opioids, sedatives/tranquilizers, stimulants) were assessed at both time points. Results: Consistent with the negative affect regulation model, hopelessness was specifically associated with opioid misuse via depressive symptoms, and anxiety sensitivity was specifically associated with sedative/tranquilizer misuse via anxiety symptoms. Consistent with positive affect regulation, sensation seeking was directly associated with stimulant misuse. Consistent with the psychological dysregulation model, impulsivity was associated with stimulant misuse via ADHD symptoms. And consistent with the deviance proneness model, impulsivity was also associated with unconstrained (i.e., all three forms of) prescription drug misuse via conduct disorder symptoms. Conclusions: Screening for adolescents high in hopelessness, anxiety sensitivity, sensation seeking, or impulsivity and providing them with personality-matched cognitive-behavioral interventions may be helpful in preventing or mitigating prescription drug misuse. Our results point to the specific mental health symptoms that are important to target in each of these personality-matched interventions.

Early Life Stress and Risks for Opioid Misuse: Review of Data Supporting Neurobiological Underpinnings

A robust body of research has shown that traumatic experiences occurring during critical developmental periods of childhood when neuronal plasticity is high increase risks for a spectrum of physical and mental health problems in adulthood, including substance use disorders. However, until recently, relatively few studies had specifically examined the relationships between early life stress (ELS) and opioid use disorder (OUD). Associations with opioid use initiation, injection drug use, overdose, and poor treatment outcome have now been demonstrated. In rodents, ELS has also been shown to increase the euphoric and decrease antinociceptive effects of opioids, but little is known about these processes in humans or about the neurobiological mechanisms that may underlie these relationships. This review aims to establish a theoretical model that highlights the mechanisms by which ELS may alter opioid sensitivity, thereby contributing to future risks for OUD. Alterations induced by ELS in mesocorticolimbic brain circuits, and endogenous opioid and dopamine neurotransmitter systems are described. The limited but provocative evidence linking these alterations with opioid sensitivity and risks for OUD is presented. Overall, the findings suggest that better understanding of these mechanisms holds promise for reducing vulnerability, improving prevention strategies, and prescribing guidelines for high-risk individuals.

Achievement goal orientation and stimulant misuse in college students

Objective: The prevalence of stimulant medication misuse is rising in college students. Motivations to use stimulant medications differ from motivation to use other substances such as alcohol or cannabis. However, no previous research has examined the impact of achievement goal orientation on stimulant misuse in college students. Participants: 309 college students (mean age = 18.9; 117 males) without an ADHD diagnosis were invited to participate. Methods: Participants completed an online research questionnaire that assessed factors associated with stimulant medication misuse as well as achievement goal orientations (Learning and Performance Orientations). Results: Approximately 12% endorsed a history of stimulant misuse within the past year. More males (17.1%) than females (9.4%) reported stimulant misuse. Those with and without a history of stimulant misuse differed on Performance Orientation (misuse > no misuse) yet were comparable on Learning Orientation. Conclusions: Having a higher Performance Orientation independently predicted stimulant misuse.

Is Greek affiliation a prescription for drug abuse? Examining misuse of prescription stimulants and downers in high school and college

Objective: Compared to nonaffiliated students, Greek students engage in higher rates of prescription drug abuse (PDA). We examined PDA among Greek students compared to non-Greek students, and whether PDA in high school predicted joining a Greek organization in college.Participants: From November to December 2014, 509 undergraduate students at a large, southeastern institution participated in an online survey.Methods: Stratified random sampling with academic classification as the strata; chi-square analyses were conducted to test study hypotheses.Results: Greek students were no more likely than non-Greek students to ever engage in overall PDA. However, Greek students were significantly more likely to report abuse of stimulants, but not downers, in college and in high school.Conclusions: Future research to examine individual types of prescription drugs abused in high school and their affiliation with PDA among Greek students, compared to non-Greek students, in college is warranted.

Under pressure: non-medical use of prescription drugs among undergraduate students

ABSTRACT Objective To measure lifetime, last-year and last-month prevalence of Non-Medical Use of Prescription Drugs (NMUPD) as well as the characteristics associated to last-month NMUPD among undergraduate students of a university in southern Brazil. Methods This was a cross-sectional study, with a sample that was selected through a clustered systematic sampling strategy. Multivariate analysis was conducted with Poisson regression according to a four-level hierarchical model of analysis. Fieldwork was conducted in 2015, and 1,423 students participated. Results Lifetime, last-year and last-month prevalence of NMUPD were 25.2%, 13.1% and 8.5%, respectively. Anxiolytics and barbiturates were the most prevalent. Variables independently associated were being female, having a family income lower than one or higher than six Brazilian minimum wages, being enrolled in a health sciences-related undergraduate course, and having reported lifetime NMUPD by a friend. Conclusions Based on these results, we suggest the development of prevention and promotion activities on this theme for students and professors, especially among those from health sciences-related courses. These interventions should focus on harmful effects of NMUPD, psychosocial coping strategies and socially established gender roles.

Prescription Stimulant Misuse and Risk Correlates among Racially-Diverse Urban Adolescents

BACKGROUND

Most research on prescription stimulant misuse has focused on college students, and research on high school-aged adolescents is limited.

OBJECTIVES

This study aimed to characterize risk correlates of prescription stimulant misuse among a racially-diverse and socioeconomically-disadvantaged sample of urban adolescents.

METHOD

Cross-sectional data were drawn from an ongoing study of adolescent health behaviors, Project Teen. Participants were 414 9^th to 11^th graders (M_age=16.00 [SD = 1.08]; 57% female; 41% Black or African American, 22% White, 18% Asian, 17% Multiracial, 2% Pacific Islander, and 1% Native American; 12% Hispanic/Latinx). Participants completed a web-based survey assessing prescription stimulant misuse, demographics, mental health and personality, social environment, and substance use.

RESULTS

Eight percent of participants endorsed past-year prescription stimulant misuse. Compared to non-misusing peers, participants endorsing past-year prescription stimulant misuse reported greater depression/anxiety symptoms, sensation seeking, perceived peer risk behavior, and alcohol and cigarette use, as well as a lower level of parental monitoring; null group differences were observed for academic goal orientation, perceived peer approval of risk behavior, and cannabis use. Binary logistic regression demonstrated that binge drinking and cigarette use were significantly associated with prescription stimulant misuse over and above all other identified risk variables.

CONCLUSIONS

Adolescent prescription stimulant misuse appears to overlap with general adolescent substance use, sharing several known risk correlates. Results highlight potential targets for identification of emerging prescription stimulant misuse risk profiles at earlier stages of development. Longitudinal replication is needed to examine directional associations and risk mechanisms underlying adolescent prescription stimulant misuse.

Specificity of personality relationships to particular forms of concurrent substance use among methadone maintenance therapy clients

OBJECTIVE

A mainstay treatment for opioid addiction in North America is methadone maintenance therapy (MMT) - a form of opiate agonist therapy (OAT). While efficacious for treating opioid addiction, MMT fails to address the concurrent polysubstance use that is common among opioid dependent clients. Moreover, psychosocial approaches for addressing polysubstance use during MMT are lacking. Our study's goals were to validate the use of the four-factor personality model of substance use vulnerability in MMT clients, and to demonstrate theoretically-relevant relationships of personality to concurrent substance use while receiving MMT.

METHOD

Respondents included 138 daily-witnessed MMT clients (65.9% male, 79.7% Caucasian), mean age (SD) 40.18 (11.56), recruited across four Canadian MMT clinics. Bayesian confirmatory factor analysis was used to establish the structural validity of the four-factor personality model of substance use vulnerability (operationalized with the Substance Use Risk Profile Scale [SURPS]) in MMT clients. SURPS personality scores were then used as predictors for specific forms of recent (past 30-day) substance use.

RESULTS

Using a latent hierarchal model, hopelessness was associated with recent opioid use; anxiety sensitivity with recent tranquilizer use; and sensation seeking with recent alcohol, cannabis, and stimulant use.

CONCLUSION

Personality is associated with substance use patterns and may be an appropriate target for intervention for those undergoing MMT to reduce opioid use, and potentially dangerous concurrent use of other drugs, while receiving methadone.

Alcohol use and consequences in matriculating US college students by prescription stimulant/opioid nonmedical misuse status

BACKGROUND

US college students have elevated prescription opioid and stimulant misuse rates, with frequent alcohol use and alcohol-related consequences (ARCs). To date, though, no research has examined relationships between opioid and/or stimulant misuse and alcohol quantity/frequency or ARC variables in college students.

METHODS

The 2016-17 AlcoholEDU for College™, a web-based alcohol prevention program, provided data (n = 491,849). Participants were grouped into past 14-day: (1) no misuse; (2) opioid misuse only; (3) stimulant misuse only; and (4) combined misuse. Using multilevel logistic regressions, groups were compared on 14-day alcohol use odds, and among those with use, odds of any ARCs and specific ARCs (e.g., hangover). Multilevel negative binomial regressions compared group members with alcohol use on 14-day total drinks, maximum 24-h drinks and drinking days.

RESULTS

Alcohol use and any ARCs odds were highest in the stimulant (odds ratios [OR] = 3.47 and 2.97, respectively) or opioid misuse only groups (ORs = 3.31 and 2.43, respectively), with the combined misuse group intermediate (ORs = 1.63 and 1.29; reference: no misuse). Mean 14-day drinks decreased from those with combined misuse, to those with stimulant misuse only, opioid misuse only and no misuse (8.22, 7.1, 6.67, and 4.71, respectively).

CONCLUSIONS

College students engaged in 14-day stimulant and/or opioid misuse had higher odds of 14-day alcohol use, higher levels of alcohol use, and a greater likelihood of ARCs, versus students without misuse. These findings suggest that college students with any prescription misuse need alcohol screening, although those with poly-prescription misuse may not need more intensive alcohol interventions.