Nonmedical prescription drug use among US young adults by educational attainment

Economic Evaluation Design within the HEAL Prevention Cooperative

The rapid rise in opioid misuse, disorder, and opioid-involved deaths among older adolescents and young adults is an urgent public health problem. Prevention is a vital part of the nation's response to the opioid crisis, yet preventive interventions for those at risk for opioid misuse and opioid use disorder are scarce. In 2019, the National Institutes of Health (NIH) launched the Preventing Opioid Use Disorder in Older Adolescents and Young Adults cooperative as part of its broader Helping to End Addiction Long-term (HEAL) Initiative ( https://heal.nih.gov/ ). The HEAL Prevention Cooperative (HPC) includes ten research projects funded with the goal of developing effective prevention interventions across various settings (e.g., community, health care, juvenile justice, school) for older adolescent and young adults at risk for opioid misuse and opioid use disorder (OUD). An important component of the HPC is the inclusion of an economic evaluation by nine of these research projects that will provide information on the costs, cost-effectiveness, and sustainability of these interventions. The HPC economic evaluation is integrated into each research project's overall design with start-up costs and ongoing delivery costs collected prospectively using an activity-based costing approach. The primary objectives of the economic evaluation are to estimate the intervention implementation costs to providers, estimate the cost-effectiveness of each intervention for reducing opioid misuse initiation and escalation among youth, and use simulation modeling to estimate the budget impact of broader implementation of the interventions within the various settings over multiple years. The HPC offers an extraordinary opportunity to generate economic evidence for substance use prevention programming, providing policy makers and providers with critical information on the investments needed to start-up prevention interventions, as well as the cost-effectiveness of these interventions relative to alternatives. These data will help demonstrate the valuable role that prevention can play in combating the opioid crisis.

Public transport access to drug treatment before and during COVID-19: Implications for the opioid epidemic

Public transport disruptions caused by the COVID-19 pandemic had wide-ranging impacts on the ability of individuals to access health care. Individuals with opioid use disorder represent an especially vulnerable population due to the necessity of frequent, supervised doses of opioid agonists. Focused on Toronto, a major Canadian city suffering from the opioid epidemic, this analysis uses novel realistic routing methodologies to quantify how travel times to individuals\220 nearest clinics changed due to public transport disruptions from 2019 to 2020. Individuals seeking opioid agonist treatment face very constrained windows of access due to the need to manage work and other essential activities. We find that thousands of households in the most materially and socially deprived neighbourhoods crossed 30 and 20-minute travel time thresholds to their nearest clinic. As even small changes to travel times can lead to missed appointments and heighten the chances of overdose and death, understanding the distribution of those most impacted can help inform future policy measures to ensure adequate access to care.

Systematic Review and Meta-Analysis of the Prevalence of Chronic Pain Among Patients With Opioid Use Disorder and Receiving Opioid Substitution Therapy

To assess studies examining the prevalence of chronic pain (CP) in patients treated with Opioid Substitution Treatment (OST - buprenorphine or methadone) for Opioid Used Disorder (OUD), we conducted a systematic review and meta-analysis of the literature between the years 2000 and 2020. We searched EMBASE, PsycINFO, Cochrane, and MEDLINE databases and included studies assessing the prevalence of CP in OUD adults treated with OST. The studies were assessed for risk of bias and overall quality and the results were pooled using a random-effects model. Subgroup analyses and meta-regressions were used to identify possible factors associated with CP. Twenty-three studies reported data on the prevalence of CP in patients treated with OST were evaluated. The prevalence obtained was 45.3% (CI95% [38.7; 52.1]). Overall, 78.3% of the studies had a low risk of bias. Subgroup analysis estimates did not vary according to gender, OST, and CP duration. However, it appeared that the clinical settings was associated with a lower CP prevalence when assessed in primary care sites. Our study provided an estimate regarding the prevalence of CP among OST patients. These patients deserve specific attention from health professionals and health authorities. Thus, the real challenge in OST patients is the implementation of a multidisciplinary approach to manage CP. PERSPECTIVE: Our meta-analysis provided an estimate of CP prevalence, reaching almost 50% of OUD patients with OST. Thus, the urgent challenge in OST patients is to pay systematic attention to chronic pain diagnosis, along with the implementation of a multidisciplinary patient-focused approach for an appropriate management of CP. REGISTRATION: PROSPERO (CRD42021284790).

Differences in rates of impairment in adults who use methamphetamine using two sets of demographically corrected norms

Neuropsychologists can expect to meet with increasing rates of patients who use methamphetamine (MA), as MA use is on the rise, often comorbid with other substance use disorders, and frequently accompanied by changes in cognitive functioning. To detect impairment, neuropsychologists must apply the appropriate normative data according to important demographic factors such as age, sex, and education. This study involved 241 adults with and without MA dependence who were administered the Neuropsychological Assessment Battery. Given the high rates of polysubstance use among adults who use MA, we included adults with mono-dependence and poly-dependence on MA and at least one other substance. We compared the rates of adults with and without previous MA dependence classified as impaired on neurocognitive testing when using norms corrected for age, education, and sex versus norms corrected only for age. Norms corrected for age, education, and sex resulted in less frequent identification of impairment compared to norms corrected only for age, but both sets of norms appeared sufficient and similar enough to warrant their use with this population. It may be appropriate to explore the possible implications of discrepancies between education-corrected and non-education corrected sets of scores when assessing impairment in individuals who use MA.

Prescription drug and alcohol simultaneous co-ingestion in U.S. young adults: Prevalence and correlates

Simultaneous co-ingestion of prescription medication (e.g., opioid, tranquilizer/sedative, stimulant) and alcohol is associated with overdose and elevated substance use, but no studies have examined prescription drug misuse (PDM) and alcohol co-ingestion in U.S. young adults (18-25 years), despite the high rates of PDM in this age group. We used the 2015-19 National Survey on Drug Use and Health (young adult N = 69,916) to examine prevalence of past-month PDM-alcohol co-ingestion, PDM characteristics, and sociodemographic, physical health, mental health, and substance use correlates. Logistic regression examined correlates, comparing those without past-year PDM, those with past-year but not past-month PDM, those with past-month PDM without alcohol co-ingestion, and those with past-month PDM and alcohol co-ingestion. An estimated 585,000 young adults engaged in any past-month PDM-alcohol co-ingestion, or between 32.7% (opioids) and 44.6% (tranquilizer/sedatives) of those who were engaged in past-month PDM. Co-ingestion varied by educational status and was more common in males and white or multiracial young adults. All PDM-involved groups had elevated odds of suicidal ideation and other psychopathology, but substance use and substance use disorder (SUD) odds were significantly higher in young adults with co-ingestion, versus all other groups. To illustrate, 41.1% with opioid-alcohol co-ingestion had multiple past-year SUDs, versus 2.0% in those without past-year PDM. Young adults with co-ingestion are particularly likely to have problematic alcohol use and higher rates of SUD. Counseling about the risks of PDM-alcohol co-ingestion and screening for co-ingestion among those at risk are warranted to limit poor outcomes. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Loot box engagement: relationships with educational attainment, employment status and earnings in a cohort of 16 000 United Kingdom gamers

BACKGROUND AND AIMS

Loot boxes are purchasable randomised rewards in video games that share structural and psychological similarities with gambling. Systematic review evidence has established reproducible associations between loot box purchasing and both problem gambling and problem video gaming. We aimed to measure the association between loot box engagement and socioeconomic correlates.

DESIGN

The study was a cross-sectional online survey using the recruitment platform, Prolific.

SETTING

United Kingdom (UK).

PARTICIPANTS

A cohort of 16 196 UK adults (18 + years) self-reporting as video gamers.

MEASUREMENTS

Respondents were asked about their game-related purchasing behaviour (including loot boxes), recent monthly spend on loot boxes and gambling engagement (gambling in any form; gambling online; playing 'social casino' games). A range of demographic variables were simultaneously captured, including age, sex, ethnicity, earnings, employment and educational attainment.

FINDINGS

Overall, 17.16% of gamers in our cohort purchased loot boxes, with a mean self-reported monthly spend of £29.12. These loot box purchasers are more likely to gamble (45.97% gamble) than people who make other types of game-related purchases (on aggregate, 28.13% of non-loot box purchasers gamble), and even greater still than those who do not make any game related purchases (24.38% gamble P < 0.001). Loot box engagement (as binary yes/no or as monthly spend normalised to earnings) was significantly associated with younger age (P < 0.001 and P < 0.001; respectively, for binary yes/no and monthly spend, adjusted for false discovery rate correction), male sex (P < 0.001 and P = 0.025), non-university educational attainment (P < 0.001 and P < 0.001) and unemployment (P = 0.003 and P = < 0.001). Lower earners spent a higher proportion of monthly earnings on loot boxes (P < 0.001).

CONCLUSIONS

The demographic associations of video game loot box engagement (younger age, male sex, non-university educational attainment and unemployment) mirror those of other addictive and problematic behaviours, including disordered gambling, drug and alcohol misuse.

Young Adult Healthcare Exposure and Future Opioid Misuse: A Prospective Cohort Study

INTRODUCTION

Outpatient opioid prescribing is associated with opioid misuse in young adults, but the longitudinal association between general healthcare exposure and opioid misuse has not been explored. The objective of this study is to examine the association between healthcare exposure in young adulthood and future opioid misuse.

METHODS

Data were drawn from the National Longitudinal Study of Adolescent to Adult Health (2001-2018) and analyzed in 2021. Healthcare exposure (i.e., inpatient hospitalization and visits to the clinic, emergency department, mental-health facility, or dentist) between individuals aged 18 and 26 years was the primary independent variable; only patients who did not report opioid misuse at baseline were included. Opioid misuse was defined as using prescription painkillers without a doctor's permission and was measured 17 years after exposure. Multivariable logistic regression was used to examine any associations with opioid misuse (ages 33-43 years).

RESULTS

A total of 8,225 young adults with a mean baseline age of 21.8 (SE=0.12) years met inclusion criteria. Approximately 13.7% reported new opioid misuse at follow-up. Those reporting opioid misuse at follow-up were more likely to be White, lack a college education, or report depression. Those exposed to inpatient hospitalization, emergency departments, or mental-health facilities had an increased risk of future opioid misuse.

CONCLUSIONS

In young adults reporting no opioid misuse at baseline, healthcare exposure was associated with an increased risk of opioid misuse later in adulthood in this large, national cohort. Physicians encounter this at-risk population daily, reinforcing the importance of responsible prescribing practices and the need for targeted screening, patient education, and intervention efforts in the healthcare setting.

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.

Health harms of non-medical prescription opioid use: A systematic review

ISSUES

Non-medical prescription opioid use (NMPOU) contributes substantially to the global burden of morbidity. However, no systematic assessment of the scientific literature on the associations between NMPOU and health outcomes has yet been undertaken.

APPROACH

We undertook a systematic review evaluating health outcomes related to NMPOU based on ICD-10 clinical domains. We searched 13 electronic databases for original research articles until 1 July 2021. We employed an adaptation of the Oxford Centre for Evidence-Based Medicine 'Levels of Evidence' scale to assess study quality.

KEY FINDINGS

Overall, 182 studies were included. The evidence base was largest on the association between NMPOU and mental and behavioural disorders; 71% (129) studies reported on these outcomes. Less evidence exists on the association of NMPOU with infectious disease outcomes (26; 14%), and on external causes of morbidity and mortality, with 13 (7%) studies assessing its association with intentional self-harm and 1 study assessing its association with assault (<1%).

IMPLICATIONS

A large body of evidence has identified associations between NMPOU and opioid use disorder as well as on fatal and non-fatal overdose. We found equivocal evidence on the association between NMPOU and the acquisition of HIV, hepatitis C and other infectious diseases. We identified weak evidence regarding the potential association between NMPOU and intentional self-harm, suicidal ideation and assault.

DISCUSSION AND CONCLUSIONS

Findings may inform the prevention of harms associated with NMPOU, although higher-quality research is needed to characterise the association between NMPOU and the full spectrum of physical and mental health disorders.

Behavioral Willingness, Descriptive Normative Perceptions, and Prescription Stimulant Misuse among Young Adults 18-20

Objective: It is critical to gain further understanding of etiologic factors, such as descriptive normative perceptions and behavioral willingness, that are associated with prescription stimulant misuse (PSM) among young adults. Our primary hypotheses were that descriptive normative perceptions for PSM (i.e., perceptions of how much and how often others engage in PSM) and perceived peer willingness (i.e., perceptions of how open others are to PSM under certain circumstances) would be positively associated with higher willingness to engage in PSM, which in turn would account for significant shared variance with self-reported PSM. Method: Data were collected from a U.S. sample of 18-20-year-olds (N = 1,065; 54.5% females; 70.5% White) recruited for a larger study on alcohol-related risky sexual behavior. Results: Findings indicated higher descriptive normative perceptions and higher perceived peer willingness were associated with higher participants' willingness to engage in PSM. Participants' own willingness was positively associated with PSM. Finally, participants' own willingness to use, descriptive normative perceptions, and perceived peer willingness were associated with higher willingness to engage in PSM, which accounted for significant shared variance with self-reported PSM. Conclusions: Findings suggest the potential utility of personalized feedback interventions for PSM that focus on constructs such as descriptive normative perceptions and behavioral willingness.

Medical and nonmedical use of psychiatric medications among medical students in Riyadh, Saudi Arabia

Introduction:

Psychiatric medication use has increased recently among college students. This includes antidepressants, opioids, stimulants, analgesics, sedatives, and anxiolytics, which could be self-administered without medical supervision.

Objectives:

To determine the prevalence of medical and nonmedical use of psychiatric prescription medications and its correlation with academic performance, demographic data as well as the motives for the nonmedical use.

Methods:

A cross-sectional study aims to assess the psychiatric medication use with or without prescription with the motives behind it, and demographic data of the students at medical colleges in Riyadh, Saudi Arabia.

Results:

A total of 1268 responded to the questionnaire. 251 (20%) of the participants reported using some psychiatric medications in their lifetime, while 191 (15%) participants used some psychiatric medications in the last 12 months. Antidepressants were most used in the surveyed population 144 (57%), followed by opioids/pain relief medications 62 (24%) and anxiolytics 39 (15%). Only 44 surveyed students (3.5%) reported nonmedical use of these psychiatric medications. As for the motives of nonmedical use, the greatest portion reported to use it for “relax or relieve tension” 12 (29%), followed by “relieve pain caused by other health problems” 8 (20%), and “medication to get through the day” 6 (15%).

Conclusion:

Nonmedical use of psychiatric medications among medical students in Riyadh is several times lower than reports by other researchers. Future research should focus on collecting more participants who are using medications without prescription and conduct cross-cultural studies to examine factors contributing to such low rates of illicit psychiatric medication use.

Race, Adolescent Socioeconomic Status, and Lifetime Non-Medical Use of Prescription Painkillers: Evidence from the National Longitudinal Study of Adolescent to Adult Health

The misuse of prescription painkillers is a major contributor to the ongoing drug overdose epidemic. This study investigated variability in non-medical use of prescription painkillers (NMUPP) by race and early-life socioeconomic status (SES) in a sample now at increased risk for opioid overdose. Data from two waves of the National Longitudinal Study of Adolescent to Adult Health (n = 11,602) were used to calculate prevalence of reported NMUPP by Wave 4 (2008; mean age 28), and to assess variation by race and by equivalized household family income at Wave 1 (1994/5). Predicted values for prevalence of NMUPP were modelled, adjusting for age, sex, parental education, and region. Race and SES in adolescence were associated with later reported NMUPP. A gradient was seen in prevalence by SES (adjusted: family income quartile 1 = 13.3%; quartile 2 = 13.8%; quartile 3 = 14.8%; quartile 4 = 16.0%; trend p-value = 0.007). Prevalence was higher among males. Racial/ethnic differences in prevalence were seen (non-Hispanic white (NHW) = 18.5%; non-Hispanic black (NHB) = 5.8%; Hispanic = 10.5%; Other = 10.0%). SES differences were less pronounced upon stratification, with trend tests significant only among females (p = 0.004), and marginally significant among Hispanic males (p = 0.06). Early-life SES was associated with reported lifetime NMUPP: the higher the family income in adolescence, the greater the likelihood of NMUPP by young adulthood. Variations in NMUPP by income paled in comparison with racial/ethnic differences. Results point to a possible long-enduring association between SES and NMUPP, and a need to examine underlying mechanisms.

Prevalence and correlates of non-fatal overdose among people who use drugs: findings from rapid assessments in Massachusetts, 2017-2019

BACKGROUND

People who experience non-fatal overdose (NFOD) are at high risk of subsequent overdose. With unprecedented increases in fentanyl in the US drug supply, many Massachusetts (MA) communities have seen a surge in opioid-related overdoses. The objective of this study was to determine factors associated with lifetime and past year NFOD in at-risk MA communities.

METHODS

We conducted multiple rapid assessments among people who use drugs (PWUD) in eight MA communities using non-probability sampling (purposive, chain referral, respondent-driven) methods. We collected sociodemographic, substance use, overdose history, substance use treatment, and harm reduction services utilization data. We examined the prevalence of NFOD (lifetime and past year) and identified factors associated with NFOD through multivariable logistic regression analyses in a subset of 469 study participants between 2017 and 2019.

RESULTS

The prevalence of lifetime and last year non-fatal opioid overdose was 62.5% and 36.9%, respectively. Many of the study participants reported heroin (64%) and fentanyl (45%) use during the 30 days preceding the survey. Nonprescription buprenorphine and fentanyl use were independently associated with higher odds of lifetime NFOD, while marijuana use was associated with lower odds of lifetime NFOD (p < 0.05). Injection as the route of administration, benzodiazepine, nonprescription buprenorphine, heroin, and fentanyl use were independently associated with higher odds, while methadone use was associated with lower odds of past year NFOD (p < 0.05).

CONCLUSION

We documented a high prevalence of past year and lifetime NFOD among PWUD in MA. Our findings provide indicators that can help inform interventions to prevent overdoses among PWUD, including overdose prevention, medication treatment, and naloxone distribution.

Nonmedical Prescription Opioid Use among a Sample of College Students: Prevalence and Predictors

Nonmedical use of prescription opioid medication (NMPO) in the United States is a public health crisis, resulting in high rates of emergency room visits, morbidity, and mortality. The purpose of this study was to explore prevalence estimates and correlates of NMPO among a convenience sample of college students in the northeast and southeast regions of the US to help generate directions for future research. Motivations for misuse, age of onset, access, concomitant substance use, and individual factors were investigated among a sample of undergraduate students from two universities. Participants (N = 847) completed a battery of various self-report measures. Findings revealed that 7.7% (Southeastern University) and 12.8% of students (Northeastern University) reported lifetime NMPO, whereas past-month NMPO was reported by 0.8% and 0.9% of participants, respectively. Lifetime history of regularly using alcohol, nonmedical use of benzodiazepine medication, nonmedical use of prescription stimulants, symptoms of depression and anxiety, and executive functioning (i.e., metacognition and behavioral regulation) were significantly related to lifetime history of NMPO in this college sample. These findings offer several potential subsequent lines of investigation regarding the associations between various demographic and psychological factors and NMPO. Future research is needed to help identify college students who are at risk of NMPO.

The role of social isolation in opioid addiction

Humans are social animals: social isolation hurts people both psychologically and physically. Strong, positive social bonds help people to live longer and healthier lives compared with their more isolated peers. Opioid use disorder is associated with feelings of social isolation, an increased risk of suicide and, at the community level, lower social capital. I propose a psychobiological mechanistic explanation that contributes to the association between opioid use and social isolation. The endogenous opioid system plays a central role in the formation and maintenance of social bonds across the life span and has been investigated primarily through the framework of the brain opioid theory of social attachment. In primates, maternal-infant bonding and social play are both impaired by the administration of naltrexone (an opioid antagonist), and in humans, the chronic use of opioids appears to be particularly (relative to other drugs) corrosive to close relationships. Social isolation may play a role in the development and exacerbation of opioid use disorder. Taken together, work on the brain’s opioid system suggests a possible mechanistic basis for bidirectional causal links between social isolation and opioid use disorder. Evaluation of this hypothesis would benefit from longitudinal psychosocial and neuropsychopharmacological investigations.

Evaluating the Effectiveness of a Web-Based Program (POP4Teens) to Prevent Prescription Opioid Misuse Among Adolescents: Randomized Controlled Trial

Background

Prescription opioid (PO) use is common among adolescents in the United States. Despite recent declines from unprecedented peaks in adolescent PO use (eg, in 2012-2013), there is seemingly paradoxical evidence that PO-related consequences (eg, opioid use disorder and overdoses) are increasing. These trends and their possible consequences emphasize the importance of prevention efforts targeting PO misuse. To our knowledge, we have developed the first interactive web-based program (POP4Teens [P4T]) focused specifically on the prevention of PO misuse among adolescents.

Objective

This study aimed to evaluate the effectiveness of P4T, a web-based program designed to prevent adolescent PO misuse, in comparison with JustThinkTwice (JTT), an active control website, on PO-related attitudes, knowledge, risk perception, and intentions to use.

Methods

We conducted a web-based randomized controlled trial in 2018. A total of 406 adolescents (aged 12-17 years) were randomly assigned to either P4T or JTT. The outcome variables were attitudes, knowledge, and risk perceptions associated with PO misuse, intentions to use POs, and program feedback. Data were collected at baseline and at 1, 3, and 6 months.

Results

Both programs resulted in significant and sustained improvements in intention to use POs, increased perceived risk, impacted expectancies consistent with prevention, and improved PO refusal skills. P4T produced significantly greater increases in PO-related knowledge than JTT did, and it was reportedly easier to use and more liked. Baseline scores for youth reporting past-year medical use of POs, friends who engage in nonmedical use of POs, and/or poor mental health underscored their at-risk status compared with youth from the other groups.

Conclusions

P4T positively impacted all study variables that are known to prevent PO misuse among teens. Moreover, its web-based nature simplifies the dissemination and implementation of this novel tool designed to help meet the challenges of the evolving national opioid crisis.

Trial Registration

ClinicalTrials.gov NCT02737696; https://clinicaltrials.gov/ct2/show/NCT02737696

Hepatitis C testing and treatment uptake among young people who use opioids in New York City: A cross-sectional study

Young people who use drugs have a rising hepatitis C (HCV) incidence in the United States, but they may face barriers to testing and treatment adoption due to stigma. We conducted a cross-sectional study of New York City residents aged 18-29 years who reported non-medical prescription opioid and/or heroin use in the past 30 days. Participants were recruited from the community between 2014-2016 via respondent-driven sampling. Participants completed an in-person structured survey that included questions about HCV testing and treatment and received HCV antibody testing. There were 539 respondents: 353 people who inject drugs (PWID) and 186 non-PWID. For PWID, median age was 25 years, 65% were male and 73% non-Hispanic White. For non-PWID, median age was 23 years, 73% were male and 39% non-Hispanic White. 20% of PWID and 54% of non-PWID had never been tested for HCV (P < .001). Years since first injection (aOR 1.16, CI: 1.02-1.32, P = .02) and history of substance use treatment (aOR 3.17, CI: 1.53-6.61, P = .02) were associated with prior testing among PWID. The seroprevalence of HCV among PWID was 25%, adjusted for sampling weights. Of the 75 who were aware of their HCV-positive status, 53% had received HCV-related medical care, and 28% had initiated treatment. HCV prevalence among young PWID is high, and many have never been tested. Injection experience and treatment engagement is associated with testing. Interventions to increase testing earlier in injection careers, and to improve linkage to HCV treatment, will be critical for young PWID.

Sources of prescription opioids and tranquilizers for misuse among U.S. young adults: differences between high school dropouts and graduates and associations with adverse outcomes

Background and Objectives: Prior research has identified that sources of prescription drugs for misuse vary based on educational attainment, which is important as certain sources are associated with adverse outcomes. The current research addressed limitations of the extant literature by creating distinct categories of push factors for high school dropout (e.g., negative school performance/experiences), pull factors for high school dropout (e.g., starting a family or getting a job), and high school graduates who did not attend college.Methods: Using data from the 2009-2014 National Survey on Drug Use and Health, prevalence of sources were estimated and design-based multivariable logistic regression investigated the association between sources and educational attainment. Additionally, multivariable logistic regression assessed the associations between sources and adverse outcomes (i.e., substance use, substance use disorders, and mental health) separately for each educational category.Results: College respondents were more likely to report "physician" and free from "friend/relative" and less likely to report "purchased" as sources. For most educational categories, "purchasing" prescription drugs was associated with adverse outcomes. Additionally, "theft/fake" prescription emerged as a source associated with adverse outcomes for college respondents, while "friend/relative" was associated with adverse outcomes for high school graduates that did not go on to college.Conclusions: This research has important clinical implications as it identified young adults with a college education as being less likely to obtain prescription drugs from sources known to be associated with adverse outcomes. It also highlighted how associations between sources and adverse outcomes vary based on educational attainment.

Assessment of Changes in Alcohol and Marijuana Abstinence, Co-Use, and Use Disorders Among US Young Adults From 2002 to 2018

IMPORTANCE

Recent information on the trends in past-year alcohol abstinence and marijuana abstinence, co-use of alcohol and marijuana, alcohol use disorder, and marijuana use disorder among US young adults is limited.

OBJECTIVES

To assess national changes over time in past-year alcohol and marijuana abstinence, co-use, alcohol use disorder, and marijuana use disorder among US young adults as a function of college status (2002-2018) and identify the covariates associated with abstinence, co-use, and marijuana use disorder in more recent cohorts (2015-2018).

DESIGN, SETTING, AND PARTICIPANTS

This study examined cross-sectional survey data collected in US households annually between 2002 and 2018 as part of the National Survey on Drug Use and Health. The survey used an independent, multistage area probability sample for all states to produce nationally representative estimates. The sample included 182 722 US young adults aged 18 to 22 years. The weighted screening and weighted full interview response rates were consistently above 80% and 70%, respectively.

MAIN OUTCOMES AND MEASURES

Measures included past-year abstinence, alcohol use, marijuana use, co-use, alcohol use disorder, marijuana use disorder, prescription drug use, prescription drug misuse, prescription drug use disorder, and other drug use disorders based on Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) criteria.

RESULTS

The weighted sample comprised 51.1% males. Between 2002 and 2018, there was an annual increase in past-year alcohol abstinence among young adults (college students: 0.54%; 95% CI, 0.44%-0.64%; non-college students: 0.33%; 95% CI, 0.24%-0.43%). There was an annual increase in marijuana use from 2002 to 2018 (college: 0.46%; 95% CI, 0.37%-0.55%; non-college: 0.49%; 95% CI, 0.40%-0.59%) without an increase in marijuana use disorder for all young adults. Past-year alcohol use disorder decreased annually (college: 0.66%; 95% CI, 0.60%-0.74%; non-college: 0.61%; 95% CI, 0.55%-0.69%), while co-use of alcohol and marijuana increased annually between 2002 and 2018 among all young adults (college: 0.60%; 95% CI, 0.51%-0.68%; non-college: 0.56%; 95% CI, 0.48%-0.63%). Young adults who reported co-use of alcohol and marijuana or met criteria for alcohol use disorder and/or marijuana use disorder accounted for 82.9% of young adults with prescription drug use disorder and 85.1% of those with illicit drug use disorder. More than three-fourths of those with both alcohol use disorder and marijuana use disorder reported past-year prescription drug use (78.2%) and illicit drug use (77.7%); 62.2% reported prescription drug misuse.

CONCLUSIONS AND RELEVANCE

The findings of this study suggest that US colleges and communities should create and maintain supportive resources for young adults as the substance use landscape changes, specifically as alcohol abstinence, marijuana use, and co-use increase. Interventions for polysubstance use, alcohol use disorder, and marijuana use disorder may provide valuable opportunities for clinicians to screen for prescription drug misuse.

"College fields of study and substance use"

BACKGROUND

Numerous studies have documented factors that are associated with substance use behaviors among college-aged individuals. However, relatively few studies have considered the heterogeneity of the college experience by field of study (i.e., college major) and how that educational context might affect students' health behaviors differently. Drawing from theories and prior research, this study investigates whether college majors are associated with different substance use behaviors, both during college and upon graduation.

METHODS

The study analyzed longitudinal data from the National Longitudinal Survey of Youth 97 (N = 1031), specifically data on individuals who obtained a bachelor's degree, to examine the associations between college fields of study and trajectories of three substance use behaviors: smoking, heavy alcohol use, and marijuana use.

RESULTS

The results indicate that social science and business majors were associated with more substance use behaviors than arts and humanities and STEM majors. However, social science majors were associated with a faster decrease in substance use behaviors over time. Importantly, the differences we found in mean levels of substance use behaviors and trajectories were not explained by demographic characteristics, family SES background, childhood health conditions, and employment experience. Further analysis that examined college major and each substance use behavior individually suggests that the associations were stronger for heavy alcohol use and marijuana use. Moreover, we found the associations were more pronounced in men than women.

CONCLUSIONS

The study finds that not all college majors show the same level of engagement in substance use behaviors over time, and that the associations also vary by (1) the specific substance use behavior examined and (2) by gender. These findings suggest it is important to consider that the different learning and educational contexts that college majors provide may also be more or less supportive of certain health behaviors, such as substance use. Practical implications are discussed.

Prescription drug misuse, other substance use, and sexual identity: The significance of educational status and psychological distress in US young adults

BACKGROUND

The aim was to examine the effects of sexual identity, educational status, and their interaction on the past-year prevalence of controlled prescription use and prescription drug misuse (PDM) in U.S. young adults, 18-25 years. Methods: Data were from the 2015-2017 National Survey on Drug Use and Health (young adult N = 38,298). Past-year prescription opioid, stimulant and benzodiazepine use and PDM were outcomes, with PDM defined as use without a prescription or in ways not intended by the prescriber. Separate regressions by sex evaluated the relationship between prescription medication use or PDM prevalence and sexual identity, educational status/attainment (college student/graduate versus non-college), their interaction and past-year psychological distress. Results: Sexual identity minority young adults had higher rates of prescription use and PDM than heterosexual young adults. After accounting for educational status, though, bisexual men rarely differed from heterosexual men; after including psychological distress, gay men rarely differed from heterosexual men. Versus heterosexual women, lesbian (adjusted odds ratio [AOR] = 2.33, 95% confidence interval [95% CI] = 1.47-2.30) and bisexual (AOR= 1.78, 95% CI = 1.27-2.50) young adult women had higher rates of prescription opioid misuse, after adjusting for educational status, psychological distress and sociodemographics. Versus heterosexual men, benzodiazepine PDM was elevated in gay men (AOR = 1.91, 95% CI= 1.02-3.58). Educational status was generally associated with lower rates of prescription use and PDM, except for stimulant PDM. Conclusions: Screening for psychological distress and PDM is needed in sexual identity minority young adults, especially for prescription opioid misuse among sexual identity minority women. Culturally-sensitive intervention should be considered for those with elevated psychological distress or signs of PDM. Further research on the sex differences found in the link between psychological distress and sexual identity minority opioid and stimulant PDM is warranted.

The influence of undertreated chronic pain in a national survey: Prescription medication misuse among American indians, Asian Pacific Islanders, Blacks, Hispanics and whites

Objective

Disparities in the assessment and treatment of chronic pain among racial/ethnic may lead to self-treatment for undertreated pain. This study examines whether pain intensity among US racial/ethnic groups’ influences rates of psychotherapeutic prescription drug misuse.

Methods

Data included civilian, non-institutionalized adults (age 18–99 years) residing in the United States (n = 34,653) from Waves 1 and 2 of the National Epidemiological Survey on Alcoholism and Related Conditions (NESARC; 2004–2005). The primary outcome variable was prescription drug misuse/PDM (i.e., use without a prescription or other than as prescribed) including tranquilizers, sedatives, stimulants, or opioids. Predictor variables included self-reported race/ethnicity (American Indian, Black, Hispanic, or White) and pain intensity. Data were analyzed in 2019.

Results

Overall, White and Hispanic participants’ pain intensity had a significantly curvilinear relationship with frequency of prescription medication (p < 0.01). PDM rose with pain intensity until pain levels reached “severe,” then PDM rates fell, not significantly differing from the “no pain” levels (χ²(1) = 0.65, p = 0.42). PDM rates for Black participants remained lowest of all other racial/ethnic groups and plateaued with increasing pain intensity.

Conclusions

Our results indicate that undertreated chronic pain may drive rates of PDM among varying racial/ethnic groups. Providing equitable assessment and treatment of pain intensity remains critical. Additional research is needed to examine provider decision-making and unconscious bias, as well as patient health beliefs surrounding perceived need for prescription pain medications.

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Prescription drug misuse (PDM) rates vary by racial/ethnic groups.

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Pain intensity appears to affect PDM.

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PDM is not more likely in Black patients than Whites.

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PDM reduction in racial/ethnic populations must address provider implicit bias.

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Provider education needs include differences in cultural pain expression.

Prescription Drug Misuse: Taking a Lifespan Perspective

Prescription drug misuse (PDM), or medication use without a prescription or in ways not intended by the prescriber, is a notable public health concern, especially in the United States. Accumulating research has characterized PDM prevalence and processes, but age-based or lifespan changes in PDM are understudied. Given age-based differences in the medical or developmental concerns that often underlie PDM, it is likely that PDM varies by age. This review summarizes the literature on PDM across the lifespan, examining lifespan changes in prevalence, sources, motives and correlates for opioid, stimulant, and tranquilizer/sedative (or benzodiazepine) PDM. In all, prevalence rates, sources and motives vary considerably by age group, with fewer age-based differences in correlates or risk factors. PDM prevalence rates tend to decline with aging, with greater use of physician sources and greater endorsement of self-treatment motives in older groups. Recreational motives (such as to get high) tend to peak in young adulthood, with greater use of peer sources or purchases to obtain medication for PDM in younger groups. PDM co-occurs with other substance use and psychopathology, including suicidality, across age groups. The evidence for lifespan variation in PDM is strongest for opioid PDM, with a need for more research on tranquilizer/sedative and stimulant PDM. The current literature is limited by the few studies of lifespan changes in PDM within a single sample, a lack of longitudinal research, little research addressing PDM in the context of polysubstance use, and little research on minority groups, such as sexual and gender minorities.

Prescription opioid misuse among adolescents and emerging adults in the United States: A scoping review

The U.S. opioid epidemic is a critical public health problem. As substance use and misuse typically begin in adolescence and emerging adulthood, there is a critical need for prevention efforts for this key developmental period to disrupt opioid misuse trajectories, reducing morbidity and mortality [e.g., overdose, development of opioid use disorders (OUD)]. This article describes the current state of research focusing on prescription opioid misuse (POM) among adolescents and emerging adults (A/EAs) in the U.S. Given the rapidly changing nature of the opioid epidemic, we applied PRISMA Scoping Review (PRISMA-ScR) guidelines to identify empirical articles published in the past 5 years (January 2013-September 2018) from nine databases examining POM among A/EAs (ages 10-25) in the U.S. Seventy-six articles met our inclusion criteria focusing on POM in the following areas: cross-sectional surveys (n = 60), longitudinal cohort studies (n = 5), objective, non-self-reported data sources (n = 9), and interventions (n = 2). Final charted data elements were organized by methodology and sample, with results tables describing design, sample, interventions (where applicable), outcomes, and limitations. Most studies focused on the epidemiology of POM and risk/protective factors, including demographic (e.g., sex, race), individual (e.g., substance use, mental health), and social (e.g., peer substance use) factors. Despite annual national surveys conducted, longitudinal studies examining markers of initiation and escalation of prescription opioid misuse (e.g., repeated overdoses, time to misuse) are lacking. Importantly, few evidence-based prevention or early intervention programs were identified. Future research should examine longitudinal trajectories of POM, as well as adaptation and implementation of promising prevention approaches.

Socioeconomic risk factors for fatal opioid overdoses in the United States: Findings from the Mortality Disparities in American Communities Study (MDAC)

BACKGROUND

Understanding relationships between individual-level demographic, socioeconomic status (SES) and U.S. opioid fatalities can inform interventions in response to this crisis.

METHODS

The Mortality Disparities in American Community Study (MDAC) links nearly 4 million 2008 American Community Survey responses to the 2008-2015 National Death Index. Univariate and multivariable models were used to estimate opioid overdose fatality hazard ratios (HR) and 95% confidence intervals (CI).

RESULTS

Opioid overdose was an overrepresented cause of death among people 10 to 59 years of age. In multivariable analysis, compared to Hispanics, Whites and American Indians/Alaska Natives had elevated risk (HR = 2.52, CI:2.21-2.88) and (HR = 1.88, CI:1.35-2.62), respectively. Compared to women, men were at-risk (HR = 1.61, CI:1.50-1.72). People who were disabled were at higher risk than those who were not (HR = 2.80, CI:2.59-3.03). Risk was higher among widowed than married (HR = 2.44, CI:2.03-2.95) and unemployed than employed individuals (HR = 2.46, CI:2.17-2.79). Compared to adults with graduate degrees, those with high school only were at-risk (HR = 2.48, CI:2.00-3.06). Citizens were more likely than noncitizens to die from this cause (HR = 4.62, CI:3.48-6.14). Compared to people who owned homes with mortgages, those who rented had higher HRs (HR = 1.36, CI:1.25-1.48). Non-rural residents had higher risk than rural residents (HR = 1.46, CI:1.34, 1.59). Compared to respective referent groups, people without health insurance (HR = 1.30, CI:1.20-1.41) and people who were incarcerated were more likely to die from opioid overdoses (HR = 2.70, CI:1.91-3.81). Compared to people living in households at least five-times above the poverty line, people who lived in poverty were more likely to die from this cause (HR = 1.36, CI:1.20-1.54). Compared to people living in West North Central states, HRs were highest among those in South Atlantic (HR = 1.29, CI:1.11, 1.50) and Mountain states (HR = 1.58, CI:1.33, 1.88).

DISCUSSION

Opioid fatality was associated with indicators of low SES. The findings may help to target prevention, treatment and rehabilitation efforts to vulnerable groups.

Educational attainment and prescription drug misuse: The importance of push and pull factors for dropping out

PURPOSE

Young adults who do not complete high school are at increased risk for substance use and offending behavior. A limitation of this research is that dropouts are often treated as a homogeneous group, which ignores the various push (e.g., academic failure or disciplinary problems) and pull (e.g., family responsibility or economic need) factors for leaving school.

METHODS

The current study relies on multiple years of data from the National Survey on Drug Use and Health (2009-2014) and examines several dependent variables, including prevalence of prescription drug misuse, frequent prescription drug misuse, and prescription drug-related substance use disorder symptoms. We assess the importance of push and pull factors for dropping out, and compare dropouts to respondents who completed school.

RESULTS

Multivariable logistic regression analyses produce two important findings. First, push factors increase the risk of various types of prescription drug misuse compared to pull factors. Additionally, respondents who attend college are at a decreased risk for various types of prescription opioid and sedative/tranquilizer misuse and disorder.

DISCUSSION

The current research identifies important differences in prescription drug misuse and disorders among dropouts based on the reason they left school. Additionally, college attendance appears to be a strong protective factor.

The impact of opioid use disorder on levels of educational attainment: Perceived benefits and consequences

BACKGROUND/AIMS

Adolescents and young adults have the highest rates of opioid use, and despite shared risk-factors such as mental health and social pressures, there is little information on the relationship between education and opioid use disorder. In this study, we sought to assess differences in educational attainment between opioid users and the general population, and the impact of opioid use on one's education.

METHODS

Patients (N = 14,349) entering opioid treatment programs across the United States were surveyed on educational attainment from 2010 to 2018. Data were compared to estimates from an annual survey administered by the US Census. A follow-up sub-set of opioid users (N = 240) was interviewed to add context and expand on the structured survey.

RESULTS

Nearly one-third (32.2%) of the US population is estimated to have earned a bachelor's/advanced degree, compared to just 7.8% of treatment-seeking opioid users. Over half of follow-up respondents (57.5%) reported initiating regular opioid use while attending an educational institution. The majority (68.0%) also indicated opioids negatively impacted their education, with drug-seeking behavior prioritized over attendance and academic performance. Perceived benefits included cognitive enhancement and therapeutic value for anxiety/depression.

CONCLUSIONS

Our data suggest that opioid users achieve lower levels of education, which may result in both individual and economic costs. Prevention programs need to not only include education-specific risk factors (e.g., social norms), but underlying precipitators such as mental health, stigma, and the myth of risk-free cognitive enhancement. Opioid specific services should be available and disseminated to student populations, including certification of campus physicians to provide buprenorphine maintenance.

Reasons for non-medical use of prescription opioids among young adults: Role of educational status

Non-medical use of prescription opioids (NMUPO) and related overdoses are disproportionately elevated among young adults. Efforts to understand the underlying reasons for NMUPO are critical for developing more effective prevention and intervention strategies for this group. Given the robust literature on the association between educational status and substance abuse risk, we examined the reasons for NMUPO through the lens of educational attainment among young adults. Data from the 2016 National Survey on Drug Use and Health came from an unweighted sample of 941 young adults aged 18-25 years who reported past-year NMUPO. Self-reported reasons for most recent NMUPO were compared by educational status. The most commonly-endorsed reasons for past-year NMUPO was physical pain relief (47.6%), followed by feel good/get high (19.8%), relax/relieve tension (13.2%) and experiment/see what it feels like (6.8%). Reasons for NMUPO did not differ as a function educational status (p = 0.17). These findings suggest that efforts to prevent and address opioid misuse among young adults should focus on understanding and improving pain management in this vulnerable population.

Prescription opioid misuse among U.S. Hispanics

BACKGROUND

As a risk factor for addiction, heroin use, and overdose, the misuse of prescription opioids represents a critical public health challenge. While public attention has primarily centered on opioid misuse among White individuals, less attention has been devoted to opioid misuse among one of the United States' fastest-growing demographic groups: Hispanic immigrants and their descendants. This study therefore examined prescription opioid misuse among U.S. Hispanic adults, with attention to within-group differences and the role of acculturation-related characteristics.

METHODS

Data were derived from the 7037 U.S. Hispanic adults in the National Epidemiologic Survey on Alcohol and Related Conditions-III (2012-2013). Weighted proportions, adjusted odds ratios, and 95% confidence intervals were computed for past-year and lifetime prescription opioid misuse. Binomial logistic regression models examined the association between acculturation-related characteristics and prescription opioid misuse.

RESULTS

Past-year prevalence of prescription opioid misuse among U.S. Hispanic adults was lower in the first generation (1.6%), compared with the second (4.1%), third (6.8%), and higher-than-third (6.2%) generations, and a similar pattern was observed for lifetime prevalence. Higher generation, greater English language orientation, and length of time living in the United States were significantly associated with higher odds of past-year and lifetime prescription opioid misuse.

CONCLUSIONS

Relying solely on comparisons of prevalence between ethnic groups may obscure significant variations within ethnic groups. Second, third, and higher generation Hispanics are higher-risk subgroups, with rates of prescription opioid misuse approaching or surpassing the rates reported among non-Hispanic Whites.

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.

Demographic differences in perceived social norms of drug and alcohol use among Hispanic/Latinx and non-Hispanic White college students

Social norms are a modifiable treatment target that can decrease problematic alcohol use among college students. However, little is known about how social norms may be related to cannabis, opioid, and stimulant use. Further, it is not known how these relations might differ by gender and race/ethnicity. This study sought to examine the role of descriptive social norms of two peer reference groups (close friend and acquaintance) in relation to personal substance use among four substances (opioids, alcohol, cannabis, and stimulants), and if these relations may be moderated by gender or race/ethnicity in a sample of Hispanic/Latinx (H/L) and Non-Hispanic White (NHW) students. Participants were primarily H/L (58%), women (70%), and freshman (47%). Findings indicated that higher perceived peer substance use was associated with higher personal use for alcohol and cannabis. Higher perceived close friend stimulant use was associated with higher personal stimulant use, although perceived acquaintance stimulant use was not associated with personal stimulant use. There was no association between perceived peer opioid use and personal opioid use. Men had a stronger positive association between perceived peer cannabis use and personal use. Women had a stronger positive association between perceived acquaintance stimulant use and personal use. H/L students had a stronger positive association between perceived peer cannabis use and personal use. NHW had no significant association between perceived peer opioid use and personal use. Findings suggest that men and H/L students may be more susceptible to peer influences on cannabis and opioid use.

Distinct kratom user populations across the United States: A regional analysis based on an online survey

OBJECTIVE

Kratom preparations have raised concerns of public health and safety in the United States. This paper analyzed the patterns and predictors of kratom use by four U.S. regions according to the U.S. Census.

METHOD

An anonymous cross-sectional online survey yielded 8,049 valid responses. The data were categorised by regions (Northeast, South, Midwest, and West) and analyzed for the following predictors: age, gender, marital status, ethnicity, employment status, insurance coverage, education, and household income.

RESULTS

After adjusting for state population, the survey response rates were highest from Oregon, Idaho, and Florida. Kratom use was significantly lower for both prescription drug dependency and acute or chronic pain in the Northeast region than the rest of the country. Multiple logistic regression models found that gender, employment, and education were significant on the regional level. Higher education was associated with lower kratom use for an illicit drug dependency (p = .002) independent of region whereas men were less likely to use kratom for acute or chronic pain in the Northeast (p < .001) but more likely in the Midwest (p = .041).

CONCLUSIONS

The regional pattern of kratom use differed from opioid use data in both demographics and trend direction warranting further investigation.

Patterns of opioid use (codeine, morphine or meperidine) in the Canadian population over time: analysis of the Longitudinal National Population Health Survey 1994-2011

OBJECTIVE

This study aimed to investigate cohort effects in selected opioids use and determine whether cohort differences were associated with changes in risk factors for use over time.

DESIGN

This study presents secondary analyses of a longitudinal survey panel of the general population that collected data biannually.

SETTING

Data from the Canadian Longitudinal National Population Health Survey 1994-2011.

POPULATION

This study included 12 542 participants from the following birth cohorts: post-World War I (born 1915-1924), pre-World War II (born 1925-1934), World War II (born 1935-1944), Older Baby Boom (born 1945-1954), Younger Baby Boom (born 1955-1964), Older Generation X (born 1965-1974) and Younger Generation X (born 1975-1984).

MAIN OUTCOME

Responses to a single question asking about the use of codeine, morphine or meperidine in the past month (yes/no) were examined.

RESULTS

Over and above age and period effects, there were significant cohort differences in selected opioids use: each succeeding recent cohort had greater use than their predecessors (eg, Gen Xers had greater use than younger baby boomers). Selected opioids use increased significantly from 1994 to 2002, plateauing between 2002 and 2006 and then declining until 2011. After accounting for cohort and period effects, there was a decline in use of these opioids with increasing age. Although pain was significantly associated with greater selected opioids use (OR=3.63, 95% CI 3.39 to 3.94), pain did not explain cohort differences. Cohort and period effects were no longer significant after adjusting for the number of chronic conditions. Cohort differences in selected opioids use mirrored cohort differences in multimorbidity. Use of these opioids was significantly associated with taking antidepressants or tranquillisers (OR=2.52, 95% CI 2.27 to 2.81 and OR=1.60, 95% CI 1.46 to 1.75, respectively).

CONCLUSIONS

The findings underscore the need to consider multimorbidity including possible psychological disorders and associated medications when prescribing opioids (codeine, morphine, meperidine), particularly for recent birth cohorts. Continued efforts to monitor prescription patterns and develop specific opioid use guidelines for multimorbidity appear warranted.

Prevalence and correlates of nonmedical use of prescription drugs (NMUPD) among Young adults experiencing homelessness in seven cities across the United States

BACKGROUND

Nonmedical use of prescription drugs (NMUPD) is an urgent public health concern facing the United States. Young adults experiencing homelessness (YEH) are at increased risk of NMUPD; however, community estimates of NMUPD among YEH are sparse. This current study sought to understand patterns and correlates of NMUPD in a geographically heterogeneous sample of YEH recruited from seven cities across the United States.

METHODS

From June 2016 to July 2017, 1,426 YEH (aged 18-26) were recruited from seven cities (Houston, Los Angeles, Denver, Phoenix, New York City, St. Louis, San Jose). Participants provided information on substance use, mental health, trauma, and sexual-risk behaviors. Multivariable logistic regression was utilized to assess demographic, psychological, and behavioral correlates of self-reported past-month NMUPD and NMUPD types (i.e., prescription stimulant, sedative, and opioids).

RESULTS

Approximately 20% of participants reported past-month NMUPD. Almost 9% reported misusing prescription opioids, 8.7% misused prescription sedatives, and 6% misused prescription stimulants. Multivariable logistic regressions revealed unmet mental health needs were associated with sedative and stimulant misuse but not opioid misuse. Having suicidal thoughts was associated with opioid misuse but not sedative or stimulant misuse. Although no geographical differences emerged for stimulant and sedative misuse, youth from Denver, Phoenix, and San Jose were more likely to engage in opioid misuse relative to youth in Los Angeles.

CONCLUSIONS

These findings indicate that interventions designed to address NMUPD need to be multifaceted, designed to address other risk behaviors correlated with NMUPD, and target unmet mental health needs.

Nonmedical prescription drug use of analgesics and sedatives/hypnotics in Taiwan: Results from the 2014 National Survey of Substance Use

Nonmedical prescription drug use (NMPDU) has become a major public health issue but little is known in Asian populations. This study aimed to investigate the prevalence and correlates of NMPDU in Taiwan. Participants from the 2014 national survey of 17,837 individuals, aged 12 to 64 year, completed anonymously a computer-assisted self-interview. Past-year prescription drug use was divided into medical use only (MUO) and nonmedical use (NMU), defined as using the drug without a prescription, or more frequently, or in larger doses than prescribed. Problematic alcohol use was measured using the Alcohol Use Disorders Identification Test (AUDIT), problematic drug use using the 20-item Drug Abuse Screening Test (DAST), and depressive symptoms using the Center for Epidemiological Study-Depression (CES-D). The prevalence of past-year NMU was 3.02% for analgesics, 0.71% for sedatives/hypnotics, and 3.66% for either drug, with a very small overlap of NMU between analgesics and sedatives/hypnotics (0.07%). When individuals with NMU were compared to those without NMU (Non-NMU) and those with MUO, respectively, some correlates consistently identified, including young adulthood, tobacco smoking, alcohol drinking, and greater AUDIT's scores for analgesics, as well as hard drug use and greater DAST's scores for sedatives/hypnotics. NMU was associated with greater CES-D's scores for both analgesics and sedatives/hypnotics when compared to Non-NMU but not to MUO. Robust correlates of NMPDU could offer implications for development of prevention strategies of NMPDU.

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A 3.66% of Taiwanese aged 12 to 64 had past-year nonmedical prescription drug use.

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Nonmedical use of analgesics correlated with tobacco use and problematic alcohol use.

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Nonmedical use of sedatives/hypnotics correlated with problematic drug use.

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The correlates of nonmedical drug use offer useful clues for prevention strategies.

Gender Differences in Prescription Opioid Misuse Among U.S. Black Adults

BACKGROUND

Prescription opioid misuse (POM) is a significant problem among U.S. adults, including Blacks, as indicated by past research. Despite potential gender differences in POM among Black adults, previous research has yet to examine this possibility.

OBJECTIVES

This study identified the prevalence and unique correlates of POM among both Black men and Black women. Results were compared to those of Whites.

METHODS

We used data from 2015-2016 National Survey on Drug Use and Health (N = 60,133). Weighted logistic regression models stratified by race and gender were estimated. One model was stratified by gender only, with race serving as the primary predictor.

RESULTS

Findings revealed 3.4% of Black women, 4.9% of Black men, 4.1% of White women, and 5.4% of White men reported past-year POM; although, no significant differences were found. Among Black women only, lower socioeconomic status increased odds of POM. Higher educational attainment, residence in rural areas and older age lowered odds of POM. Encounters with drug dealers, illicit drug, marijuana, and tobacco use, other prescription drug misuse, and poor health were associated with increased odds of POM among Black men. In the gender stratified models, White men were more likely to report POM than Black men. However, White women were not more likely to report POM compared to Black women.

CONCLUSIONS

Clear gender differences exist in the prevalence and correlates of POM among Black adults. Prevention and intervention strategies must be cognizant of these differences when developing programs to decrease POM.

Disability status and prescription drug misuse among U.S. adults

BACKGROUND

The U.S. is in the midst of a public health crisis related to drug overdose deaths. Largely responsible for the dramatic increase in overdose deaths is the misuse of prescription drugs such as opioids and benzodiazepines. While much research attention has focused on correlates of prescription drug misuse in recent years, notable gaps in the literature remain. The current research addresses one of these gaps by examining the relationship between disability status and prescription drug misuse.

METHOD

We examine data from the 2015 National Survey on Drug use and Health, a leading source of epidemiological data on drug use in the United States that added questions related to disability status to the 2015 survey. The current research assessed the relationship between disability status (i.e. activities of daily living and instrumental activities of daily living) and prescription drug misuse (i.e. opioids and benzodiazepines) among adults.

RESULTS

Findings from multinomial logistic regression analysis showed that a disability related to activities of daily living was correlated with opioid misuse, while a disability associated with instrumental activities of daily living was associated with benzodiazepine misuse and misuse of both. In addition, health related measures had a greater impact on the relationship between disability status and prescription drug misuse than did the social engagement/isolation measures.

CONCLUSION

Findings indicated that disability status is a significant correlate of prescription drug misuse. However, this relationship was largely mediated by measures associated with poor health and social engagement/isolation.

The Effectiveness of Internet- and Field-Based Methods to Recruit Young Adults Who Use Prescription Opioids Nonmedically

BACKGROUND

Nonmedical prescription opioid (NMPO) use is a problem among young adults, yet young NMPO users are a diverse population that has been challenging to engage in overdose prevention and harm reduction programs.

OBJECTIVES

This study compared the effectiveness and characteristics of persons recruited through two different sampling strategies to inform research and intervention efforts with young adult NMPO users.

METHODS

We analyzed data from the Rhode Island Young Adult Prescription Drug Study (RAPiDS), which enrolled persons aged 18 to 29 who reported past 30-day NMPO use. We compared the characteristics of two samples recruited simultaneously between February 2015 and February 2016. One sample was recruited using field-based strategies (e.g., respondent-driven sampling, transit ads), and a second from internet sources (e.g., online classifieds).

RESULTS

Among 198 eligible participants, the median age was 25 (IQR: 22, 27), 130 (65.7%) were male, 123 (63.1%) were white, and 150 (78.1%) resided in urban areas. A total of 79 (39.9%) were recruited using field-based strategies and 119 (60.1%) were recruited from internet sources. Internet-recruited persons were younger (median = 24 [IQR: 21, 27] vs. 26 [IQR: 23, 28] years) and more likely to reside in rural areas (16.2% vs. 5.3%), although this finding was marginally significant. Field-recruited participants were more likely to have been homeless (36.7% vs. 17.7%), have been incarcerated (39.7% vs. 21.8%), and engage in daily NMPO use (34.6% vs. 14.5%).

CONCLUSIONS

Multipronged outreach methods are needed to engage the full spectrum of young adult NMPO users in prevention and harm reduction efforts.

Prescription drug use, misuse and related substance use disorder symptoms vary by educational status and attainment in U.S. adolescents and young adults

BACKGROUND

Prescription drug misuse (PDM) rates are highest in adolescents and young adults. Little research in these high-risk groups has examined PDM differences by educational status or attainment. This investigation attempted to further our understanding of adolescent and young adult prescription drug use and misuse through examining PDM type (i.e., nonmedical misuse, medical misuse and mixed misuse) and substance use disorder (SUD) symptoms from PDM by educational status/attainment.

METHODS

Data were from the 2015 National Survey on Drug Use and Health, with 13,585 adolescent and 14,553 young adult respondents. Participants were categorized by educational status separately in adolescents and young adults. Outcomes were rates of past-year prescription drug use, PDM, PDM type, and SUD symptoms, with analyses performed separately by age group and for opioids, stimulants and sedatives/tranquilizers. Analyses used logistic regression and controlled for age, race/ethnicity and sex.

RESULTS

In adolescents and across medication classes, the highest rates of any use, PDM, medical misuse, nonmedical misuse and presence of two or more SUD symptoms were seen in those with poor school adjustment or not in school. In young adults, opioid-PDM and related outcomes were more prevalent in those not in school, especially high school dropouts. For stimulants, rates were highest in full-time college students and college graduates.

CONCLUSIONS

These results further suggest the importance of assessing educational status in adolescent and educational attainment in young adult PDM investigations. Adolescents poorly engaged in school or not in school appear especially in need of interventions to limit PDM and associated SUD symptoms.

Correlates of prescription opioid misuse among Black adults: Findings from the 2015 National Survey on Drug Use and Health

BACKGROUND

Prescription drug misuse, especially opioid misuse, has become a public health crisis in the US. While much research attention has been focused on prescription drug misuse, a number of notable gaps in the literature remain. The current research addresses one of these gaps by examining racial/ethnic variation in prescription opioid misuse among adults.

METHODS

We use data from the 2015 NSDUH to identify correlates of prescription opioid misuse among Black respondents aged 18 and older. The NSDUH defines prescription drug misuse as the use of prescription drugs in any way a doctor did not direct respondents to use them, including (a) without a prescription of their own; (b) in greater amounts, more often, or longer than told to use; or (c) in any other way a doctor did not tell respondents to use the drug.

RESULTS

Findings indicate that Black respondents have a very similar prevalence rate of prescription opioid misuse compared to White respondents. A number of factors (i.e., gender, socioeconomic status, educational attainment) were significantly correlated with prescription opioid misuse only among Black respondents. In addition, many factors (i.e., depression, general health, other illicit drug use, being approached by a drug dealer) were significantly associated with prescription opioid misuse among both Black and White respondents.

CONCLUSIONS

The current research identified a number of unique correlates of prescription opioid misuse among Black adults. To more effectively deal with the current public health crisis, research must identify risk factors among various groups within the population.

General population estimates of the association between college experience and the odds of forced intercourse

Sexual assault on college campuses is a pervasive problem, recently receiving increased scientific and policy attention. However, the high focus on college student experience ignores general population prevalence, trends, and differences between those with college experience and those without. We analyze measures from the National Survey of Family Growth (NSFG) to provide a general population view of experiences with forced intercourse. Forced intercourse is a common experience in the U.S. population, has remained stable in recent years, and varies greatly by gender, age and race. The odds of forced intercourse are also significantly higher among those with less than four years of college. This ubiquitous public health problem is not limited to college campuses. Measures from the NSFG are an important resource for understanding population rates of (and trends in) forced intercourse, providing information to guide interventions and better target scientific investigation.

Sources of Prescription Medication Misuse Among Young Adults in the United States: The Role of Educational Status

OBJECTIVE

This study examined prescription drug misuse (PDM), sources of PDM, and substance use disorder (SUD) symptoms as a function of educational status among US young adults based on a large nationally representative sample.

METHODS

Data from the 2009-2014 National Survey on Drug Use and Health came from a sample of 106,845 young adults aged 18-25 years. Respondents were categorized by educational status and PDM, sources of PDM, other substance use, and SUD symptoms, with analyses performed separately for prescription opioids, stimulants, and sedatives/tranquilizers.

RESULTS

Prescription opioid (past-year: 11.9%) and sedative/tranquilizer (past-year: 5.8%) misuse were most prevalent among young adults not attending college, especially among high school dropouts. In contrast, full-time college students and college graduates had the highest rates of prescription stimulant misuse (past-year: 4.3% and 3.9%, respectively). Obtaining prescription medications from friends/relatives for free was the most common source of PDM, especially among college students/graduates. Prescription drug misusers who obtained medications from theft/fake prescriptions, purchases, or multiple sources were more likely to report past-year SUDs and had the most severe overall risk profile of concurrent substance use and SUD. More than 70% of past-month prescription drug misusers who reported multiple sources for PDM had at least 1 past-year SUD.

CONCLUSIONS

Sources of PDM vary by educational status among US young adults, and the college environment is associated with sharing prescription medications. Clinicians can help assess an individual's risk for SUD by determining whether the individual engaged in PDM and the source of prescription medication the individual is misusing.

Affective dysregulation predicts incident nonmedical prescription analgesic use among college students

INTRODUCTION

This study investigated the relationship between four suspected risk factors-affective dysregulation, conduct problems, depressive symptoms, and psychological distress-and incident nonmedical prescription analgesic (NPA) use among college students.

METHODS

The sample was derived from 929 college students from a large, mid-Atlantic university who completed the third annual College Life Study assessment (Y₃) and were NPA use naïve at baseline (Y₁). A series of logistic regression analyses were conducted to evaluate the predictors of incident NPA use by Y₃. Separate models were developed to evaluate the association between the suspected risk factors and (a) NPA use relative to non-use of other drugs, including nonmedical use of other drug classes, (b) NPA use relative to other drug use, and (c) other drug use relative to non-use. All models included gender, parental education level, and race/ethnicity.

RESULTS

Affective dysregulation was significantly associated with becoming an incident NPA user relative to both drug users without NPA use as well as non-users, after statistically controlling for demographic characteristics and other factors. Conduct problems in early childhood were positively related to both incident NPA use and other drug use without NPA use relative to non-users, after statistically controlling for demographic characteristics and other factors. Depressive symptoms were associated with NPA incidence at the bivariate level only.

CONCLUSIONS

These findings extend previous research suggesting that NPA use might be related to deficits in regulating negative emotional states, and highlight possible markers for screening and intervention to prevent NPA use.

Intergenerational Mobility and Changes in Drug Use Across the Life Course

The consequences of “falling from grace”—or experiencing downward intergenerational mobility—are indeed becoming an abrupt reality for many entering the labor force. Scholars of social mobility speculate that such life course trajectories can result in antisocial behavior, but few have examined whether these trajectories lead to drug use. Thus, with the United States in the midst of a drug epidemic, as well as recovering from an economic recession, the study of social mobility may contribute to a better understanding of what causes individuals to turn to drugs. Using data from The National Longitudinal Study of Adolescent to Adult Health (Add Health) and a series of logistic diagonal reference models, this study examines the association between intergenerational social mobility and drug use. Overall, I find evidence that downward mobility is associated with increases in drug use, with the relationship strongest among those experiencing the greatest loss in status.

Psychosocial risks of prescription drug misuse among U.S. racial/ethnic minorities: A systematic review

Prescription drug misuse (PDM) is the leading cause of accidental death in the U.S. One in five Americans report at least one lifetime incident of PDM. PDM has been studied extensively, yet there is limited inclusion of racial/ethnic minorities due to purportedly lower rates of PDM. However, health disparate groups often face more detrimental consequences of substance abuse including behavioral, social, and medical/mental health (e.g., injury, HIV/AIDS, incarceration, educational attainment, and comorbidity). Failing to characterize risk factors for and consequences of PDM in racial/ethnic minorities may mask the disproportionate negative impact of this epidemic. This systematic review of three research indexes revealed 28 peer-reviewed studies published on PDM in racial/ethnic minority adults. Results indicated a high prevalence of PDM among veterans, bisexual and gay young adults, and substance abusers compared to the general population. Demographic correlates of PDM included younger age, male gender, less educated, unmarried, and those with health/emotional issues. Rates of PDM in demographically vulnerable populations suggest that broadening inclusiveness in PDM research, interventions, and clinical practice is imperative.

Age-related patterns in nonmedical prescription opioid use and disorder in the US population at ages 12-34 from 2002 to 2014

OBJECTIVES

To estimate age-related patterns in nonmedical prescription opioid (NMPO) use in the US population and disorder among past-year users at ages 12-34 between 2002 and 2014, controlling for period and birth-cohort effects.

METHODS

Data are from 13 consecutive cross-sectional National Surveys on Drug Use and Health (N=542,556). Synthetic longitudinal cohorts spanning ages 12-34 were created and an age-period-cohort analysis was implemented based on the Intrinsic Estimator algorithm.

RESULTS

In every birth cohort, past-year NMPO use increases during adolescence, peaks at ages 18-21, decreases through ages 30-34; disorder among past-year users increases from ages 18-21 through 30-34. Use at ages 12-34 decreased from the 1984-87 birth cohorts to more recently-born cohorts. Peak prevalence of use at ages 18-21 has also decreased, and the rates of increase from ages 14-17 to ages 18-21 are slowing down. Disorder at ages 18-34 increased from the 1976-79 to 1992-95 cohorts, but decreased at ages 12-17 from the 1992-95 to the most recently-born 2000-02 cohorts. The years 2010-2014 were characterized by lower NMPO use but higher disorder than 2002-2009.

CONCLUSIONS

Increasing NMPO disorder among users aged 18-34 warrants concern. However, declining NMPO use among 12-34 year-olds, a declining rate of increase from adolescence to early adulthood, and a suggestive decline in disorder among the most recent adolescent cohorts may forecast a potential reduction in the public health crisis associated with NMPO drugs.

Challenges and Gaps in Understanding Substance Use Problems in Transitional Age Youth

Transitional age youth (TAY), developing from adolescence to adulthood, exhibit the highest level of alcohol and other drug use of any other age group. Risk factors mirror those for the development of problems and disorders in adolescents. Early screening of both college students and noncollege high-risk TAY in the community is critical to early and effective intervention. Brief interventions using motivational techniques are effective for many TAY, particularly for those in early stages of problem use on college campuses. Professionals in contact with TAY should be aware of evidence-based interventions and providers for substance use disorders in the community.