Correlates of heroin use, pharmaceutical fentanyl misuse, and dual heroin-fentanyl use: evidence from the USA
PurposeThe emergence of fentanyl has deepened concerns about the opioid crisis. The shift has created new distinctions in patterns of opioid use, which may be important for prevention and intervention. This paper aims to examine sociodemographic correlates as well as health and substance use characteristics of different groups of opioid users.Design/methodology/approachThis paper used the 2015–2019 National Survey on Drug Use and Health to examine distinctions between groups (n = 11,142) of individuals who misuse prescription opioids, use heroin but not fentanyl, misuse pharmaceutical fentanyl but not heroin and use both heroin and fentanyl. Multinomial and logistic regression models were used to identify these distinctions.FindingsFew sociodemographic differences emerged between the prescription opioid group and pharmaceutical fentanyl misuse group. While those who misuse fentanyl have higher odds of using other drugs and experiencing certain mental health problems than those misusing prescription pills, both the heroin and fentanyl–heroin use groups reported considerably poorer health and substance use indicators relative to those who solely misuse fentanyl. It is also notable that both heroin use groups are more highly associated with cocaine and methamphetamine use than those misusing fentanyl alone.Research limitations/implicationsWhile this study identifies important distinctions between the opioid use groups studied, individuals using both heroin and pharmaceutical fentanyl report the poorest health and substance use characteristics. Important differences between the fentanyl-only group and the group who consume both drugs may have implications for prevention, intervention and clinical work amid shifting patterns of opioid use.Practical implicationsImportant differences between the fentanyl-only group and the group who consume both drugs may have implications for prevention, intervention and clinical work amid shifting patterns of opioid use.Originality/valueThis study highlights distinctions between pharmaceutical fentanyl users, heroin users and users of both substances.
- Research Article
14
- 10.1097/htr.0000000000000729
- Sep 1, 2021
- Journal of Head Trauma Rehabilitation
To investigate associations of lifetime history of traumatic brain injury (TBI) with prescription opioid use and misuse among noninstitutionalized adults. Ohio Behavioral Risk Factor Surveillance System (BRFSS) participants in the 2018 cohort who completed the prescription opioid and lifetime history of TBI modules (n = 3448). Secondary analyses of a statewide population-based cross-sectional survey. Self-report of a lifetime history of TBI using an adaptation of the Ohio State University TBI-Identification Method. Self-report of past year: (1) prescription pain medication use (ie, prescription opioid use); and (2) prescription opioid misuse, defined as using opioids more frequently or in higher doses than prescribed and/or using a prescription opioid not prescribed to the respondent. In total, 22.8% of adults in the sample screened positive for a lifetime history of TBI. A quarter (25.5%) reported past year prescription opioid use, and 3.1% met criteria for prescription opioid misuse. A lifetime history of TBI was associated with increased odds of both past year prescription opioid use (adjusted odds ratio [AOR] = 1.52; 95% CI, 1.27-1.83; P < .01) and prescription opioid misuse (AOR = 1.65; 95% CI, 1.08-2.52; P < .05), controlling for sex, age, race/ethnicity, and marital status. Results from this study support the "perfect storm" hypothesis-that persons with a history of TBI are at an increased risk for exposure to prescription opioids and advancing to prescription opioid misuse compared with those without a history of TBI. Routine screening for a lifetime history of TBI may help target efforts to prevent opioid misuse among adults.
- Research Article
9
- 10.1016/j.jsat.2022.108894
- Sep 30, 2022
- Journal of substance abuse treatment
Associations between prescription and illicit stimulant and opioid use in the United States, 2015–2020
- Research Article
6
- 10.5664/jcsm.9418
- May 21, 2021
- Journal of Clinical Sleep Medicine
The aim of this study was to estimate the association between insufficient sleep and prescription opioid misuse among US high school students. Participants were 6,884 high school students who self-reported on sleep duration and prescription opioid misuse in the 2019 Youth Risk Behavior Survey. Sleep duration was categorized by the Youth Risk Behavior Survey according to the American Academy of Sleep Medicine guidelines as follows: recommended sleep duration (8-9 hours) vs insufficient sleep (< 8 hours). Participants also reported whether they had any prescription opioid misuse during their lifetime and whether they had prescription opioid misuse within the past 30 days. Most (79.4%) participants reported sleeping less than 8 hours per night. Among all youth, 12.9% reported lifetime prescription opioid misuse and 6.2% reported current prescription opioid misuse. Prevalence of both lifetime and current opioid medication misuse was higher among those also reporting insufficient sleep compared to those reporting recommended sleep duration (14.3% vs 7.7%, P < .0001 for lifetime misuse and 6.6% vs 4.3%, P = .0091 for current misuse). In multivariate models, insufficient sleep was associated with an increased odds of lifetime prescription opioid misuse (adjusted odds ratios = 1.4; 95% confidence interval, 1.1-1.2; P = .006); however, we did not find an association between sleep duration and current prescription opioid misuse in multivariate analysis. Sleep duration is associated with lifetime opioid misuse among US youth. Longitudinal studies are needed to test whether causal relationships exist, and to understand biobehavioral mechanisms that underlie associations between sleep deficiency and opioid misuse in adolescents. Groenewald CB, Rabbitts JA, Tham SW, Law EF, Palermo TM. Associations between insufficient sleep and prescription opioid misuse among high school students in the United States. J Clin Sleep Med. 2021;17(11):2205-2214.
- Research Article
23
- 10.1097/mpg.0000000000002502
- Jan 1, 2020
- Journal of Pediatric Gastroenterology and Nutrition
The aim of the study was to understand the association of frequent opioid use with disease phenotype and pain pattern and burden in children and adolescents with acute recurrent (ARP) or chronic pancreatitis (CP). Cross-sectional study of children <19 years with ARP or CP, at enrollment into the INSPPIRE cohort. We categorized patients as opioid "frequent use" (daily/weekly) or "nonfrequent use" (monthly or less, or no opioids), based on patient and parent self-report. Of 427 children with ARP or CP, 17% reported frequent opioid use. More children with CP (65%) reported frequent opioid use than with ARP (41%, P = 0.0002). In multivariate analysis, frequent opioid use was associated with older age at diagnosis (odds ratio [OR] 1.67 per 5 years, 95% confidence interval [CI] 1.13-2.47, P = 0.01), exocrine insufficiency (OR 2.44, 95% CI 1.13-5.24, P = 0.02), constant/severe pain (OR 4.14, 95% CI 2.06-8.34, P < 0.0001), and higher average pain impact score across all 6 functional domains (OR 1.62 per 1-point increase, 95% CI 1.28-2.06, P < 0.0001). Children with frequent opioid use also reported more missed school days, hospitalizations, and emergency room visits in the past year than children with no frequent use (P < 0.0002 for each). Participants in the US West and Midwest accounted for 83% of frequent opioid users but only 56% of the total cohort. In children with CP or ARP, frequent opioid use is associated with constant pain, more healthcare use, and higher levels of pain interference with functioning. Longitudinal and prospective research is needed to identify risk factors for frequent opioid use and to evaluate nonopioid interventions for reducing pain and disability in these children.
- Research Article
75
- 10.4088/jcp.17m11973
- Aug 14, 2018
- The Journal of Clinical Psychiatry
To simultaneously examine characteristics associated with prescription opioid use, misuse, and use disorders among US adults and assess correlates of their motivations for prescription opioid misuse. Data were examined from 51,200 adults 18 years or older who participated in the 2015 National Survey on Drug Use and Health. Prescription opioid use disorders were based on DSM-IV criteria. Bivariable and multivariable multinomial logistic regressions were applied. Prescription opioid use disorders were associated with ages 18-29 and 30-49 years, male sex, good/fair/poor health, suicidal ideation, and tobacco use, alcohol or cocaine use disorders, heroin use or use disorders, and other psychotropic medication misuse or use disorders. Among US adult prescription opioid misusers, 63.4% reported that the main motivation for their most recent misuse was to relieve physical pain, followed by seeking to get high (11.6%) or to relax (10.9%). Sociodemographic characteristics, mental illness, and specific substance use and use disorders were associated with specific motivations for misusing prescription opioids. Among adults with prescription opioid use, reporting pain relief as a motivation for prescription opioid misuse was associated with suicidal ideation, cannabis and heroin use or use disorders, cocaine use disorders, and other psychotropic misuse or use disorders. Our results suggest that clinicians should assess prescription opioid misuse and its motivations and screen for multiple co-occurring behavioral health conditions in patients who misuse prescription opioids.
- Research Article
7
- 10.1111/jep.13965
- Jan 22, 2024
- Journal of evaluation in clinical practice
Prescription opioid use and misuse have increased rapidly in many Western countries in the past decade. Patients (mis)using opioids are at risk of presenting to the emergency department (ED) with opioid-related problems. European data concerning prescription opioid (mis)use among the ED population is lacking. This study aims to determine prevalence of prescription opioid use, misuse, and opioid use disorder (OUD) among Dutch ED patients. Secondary objectives were to explore factors associated with prescription opioid misuse and the number of patients discharged with a new opioid prescription. In a cross-sectional multicenter study at three hospitals in the Netherlands, adult ED patients were screened for current prescription opioid use. Opioid users filled out questionnaires regarding opioid (mis)use, and underwent a structured interview to assess OUD criteria. The primary outcomes were prevalence rates of (1) current prescription opioid use, (2) prescription opioid misuse (based on a Current Opioid Misuse Measure [COMM]score > 8), (3) OUD, based on DSM-5 criteria. Independent T-tests, Pearson χ2 and Fisher's Exact tests were used to analyse differences in characteristics between groups. A total of 997 patients were screened, of which 15% (n = 150) used prescription opioids. Out of 93 patients assessed, 22.6% (n = 21) showed signs of prescription opioid misuse, and 9.8% (n = 9, 95%CI: 4.5-17.8) fulfilled criteria for OUD. A medical history of psychiatric disorder was significantly more common in patients with prescription opioid misuse and OUD. This study shows that prescription opioid use is relatively common in ED patients in the Netherlands, compared to the overall population. Over one fifth of these patients shows signs of opioid misuse or OUD. Awareness among ED personnel about the high prevalence of prescription opioid (mis)use in their population is critical for signalling opioid-related problems.
- Research Article
221
- 10.1371/journal.pmed.1002922
- Nov 5, 2019
- PLOS Medicine
BackgroundPrescription opioid misuse has become a leading cause of unintentional injury and death among adolescents and young adults in the United States. However, there is limited information on how adolescents and young adults obtain prescription opioids. There are also inadequate recent data on the prevalence of additional drug abuse among those misusing prescription opioids. In this study, we evaluated past-year prevalence of prescription opioid use and misuse, sources of prescription opioids, and additional substance use among adolescents and young adults.Methods and findingsThis was a retrospective analysis of the National Survey on Drug Use and Health (NSDUH) for the years 2015 and 2016. Prevalence of opioid use, misuse, use disorder, and additional substance use were calculated with 95% confidence intervals (CIs), stratified by age group and other demographic variables. Sources of prescription opioids were determined for respondents reporting opioid misuse. We calculated past-year prevalence of opioid use and misuse with or without use disorder, sources of prescription opioids, and prevalence of additional substance use. We included 27,857 adolescents (12–17 years of age) and 28,213 young adults (18–25 years of age) in our analyses, corresponding to 119.3 million individuals in the extrapolated national population. There were 15,143 respondents (27.5% [95% CI 27.0–28.0], corresponding to 32.8 million individuals) who used prescription opioids in the previous year, including 21.0% (95% CI 20.4–21.6) of adolescents and 32.2% (95% CI 31.4–33.0) of young adults. Significantly more females than males reported using any prescription opioid (30.3% versus 24.8%, P < 0.001), and non-Hispanic whites and blacks were more likely to have had any opioid use compared to Hispanics (28.9%, 28.1%, and 25.8%, respectively; P < 0.001). Opioid misuse was reported by 1,050 adolescents (3.8%; 95% CI 3.5–4.0) and 2,207 young adults (7.8%; 95% CI 7.3–8.2; P < 0.001). Male respondents using opioids were more likely to have opioid misuse without use disorder compared with females (23.2% versus 15.8%, respectively; P < 0.001), with similar prevalence by race/ethnicity. Among those misusing opioids, 55.7% obtained them from friends or relatives, 25.4% from the healthcare system, and 18.9% through other means. Obtaining opioids free from friends or relatives was the most common source for both adolescents (33.5%) and young adults (41.4%). Those with opioid misuse reported high prevalence of prior cocaine (35.5%), hallucinogen (49.4%), heroin (8.7%), and inhalant (30.4%) use. In addition, at least half had used tobacco (55.5%), alcohol (66.9%), or cannabis (49.9%) in the past month. Potential limitations of the study are that we cannot exclude selection bias in the study design or socially desirable reporting among participants, and that longitudinal data are not available for long-term follow-up of individuals.ConclusionsResults from this study suggest that the prevalence of prescription opioid use among adolescents and young adults in the US is high despite known risks for future opioid and other drug use disorders. Reported prescription opioid misuse is common among adolescents and young adults and often associated with additional substance abuse, underscoring the importance of drug and alcohol screening programs in this population. Prevention and treatment efforts should take into account that greater than half of youths misusing prescription opioids obtain these medications through friends and relatives.
- Research Article
36
- 10.2105/ajph.2019.305162
- Jul 18, 2019
- American Journal of Public Health
Objectives. To characterize prescription opioid medical users and misusers among US adults.Methods. We used the 2016-2017 National Surveys on Drug Use and Health to compare medical prescription opioid users with misusers without prescriptions, misusers of own prescriptions, and misusers with both types of misuse. Multinomial logistic regressions identified substance use characteristics and mental and physical health characteristics that distinguished the groups.Results. Among prescription opioid users, 12% were misusers; 58% of misusers misused their own prescriptions. Misusers had higher rates of substance use than did medical users. Compared with with-prescription-only misusers, without-and-with-prescription misusers and without-prescription-only misusers had higher rates of marijuana use and benzodiazepine misuse; without-and-with-prescription misusers had higher rates of heroin use. Compared with without-prescription-only misusers, without-and-with-prescription and with-prescription-only misusers had higher rates of prescription opioid use disorder. Most misusers, especially with-prescription-only misusers, used prescription opioids to relieve pain. Misusers were more likely to be depressed than medical users.Conclusions. Prescription opioid misusers who misused both their own prescriptions and prescription opioid drugs not prescribed to them may be most at risk for overdose. Prescription opioid misuse is a polysubstance use problem.
- Research Article
52
- 10.1080/10826084.2017.1334070
- Aug 30, 2017
- Substance Use & Misuse
ABSTRACTRecent data suggest an increase in use of heroin and non-medical use of prescription opioids (POs) in the United States, but it is unclear if these trends are consistent across racial/ethnic groups. In a nationwide prevalence study, 69,140 patients newly admitted to an opioid treatment program (OTP) completed a brief self-administered survey of past month heroin use and PO misuse from January 2005 through September 2016. We calculated heroin use and PO misuse prevalence rates, and prevalence rate ratios of Black and Latino OTP entrants compared to White entrants over time. Initially, Black and Latino respondents reported much higher prevalence of heroin use and much lower prevalence of PO misuse than White respondents. Heroin use increased among White respondents, while it decreased among Black respondents, resulting in rates that were no longer significantly different. PO misuse prevalence decreased among White respondents while it increased among Black respondents, but remained significantly higher among White respondents. Heroin use decreased and PO misuse increased among Latino respondents during the late 2000s, but these trends largely reversed in more recent years. Among OTP entrants, racially/ethnically disparate rates of heroin use, and to a lesser extent, of PO misuse have become more similar over time. These trends were stronger when analysis was restricted to OTP entrants who either had no previous OTP history or were younger. To understand potential impacts of interventions to deter PO misuse and to maximize the effectiveness of OTPs it is important to consider potential changes in opioid use across racial/ethnic groups.
- Research Article
73
- 10.1097/aln.0000000000003705
- Feb 25, 2021
- Anesthesiology
appears neither logical nor beneficial to patients.
- Front Matter
1
- 10.1016/j.fertnstert.2018.06.027
- Oct 1, 2018
- Fertility and Sterility
Opioid prescribing after oocyte-retrieval: a time for caution
- Dissertation
- 10.23860/diss-aroke-hilary-2018
- May 16, 2018
Prescription opioid use and misuse poses a significant public health challenge to the United States. In this dissertation we use the three-manuscript format to address some the areas of unmet research. Each manuscript has an abstract, introduction, background, methods, results, discussion, and conclusions sections. Manuscript 1: We used a retrospective cohort design to examine the association between the patterns of initial prescription opioid use for non-cancer pain and risk of all-cause mortality among an insured opioid-naïve patient population in the U.S. Multivariable Cox regression model was used to estimate the association of initial pattern of opioid use with all-cause mortality, adjusting for baseline covariates to control for confounding. We found that incident chronic opioid use was associated with an increased risk of all-cause mortality that persisted for up to 5 years after the initiation of opioid therapy. Manuscript 2: We used a cross-sectional study of the Rhode Island Prescription Drug Monitoring Program data to estimate the annual statewide spending for prescription opioids in Rhode Island. A generalized linear model with gamma distribution with a log link function was used to estimate the relative differences in per-patient annual adjusted average opioid prescription cost. We found that in 2015 the annual expenditure for opioid prescriptions in Rhode Island was $44,271,827. Commercial insurance bore the majority of the cost of prescription opioid use, but cost per patient was highest among Medicare beneficiaries. Manuscript 3: Using the 2015 Prescription Drug Monitoring Programs data for Rhode Island we examined the association between potential prescription opioid misuse and method of prescription opioid payment used. A multivariable log-binomial regression model was used to examine the risk of potential opioid misuse, controlling for sex, age group, type of opioid used, and concurrent benzodiazepine use. We found that patients on chronic opioid therapy who pay for some, but not all, opioid prescriptions in cash could be associated with potential opioid misuse only when the patient has other health insurance coverage.
- Research Article
31
- 10.1007/s11606-019-05559-6
- Dec 2, 2019
- Journal of General Internal Medicine
Prescription opioid misuse among older adults has received little attention to date. Potential age variation in characteristics of and motivations for prescription opioid misuse has not been fully characterized yet has important implications for preventing diversion and misuse. To examine (1) age-specific patterns of source of misused prescription opioidpain relievers and motives for misuse and (2) age-specific and source-specific associations with opioid use disorder (OUD), heroin use, benzodiazepine misuse, and OUD treatment utilization. Cross-sectional study using 3 waves (2015-2017) of the National Survey on Drug Use and Health (68% average response rate) PARTICIPANTS: Respondents aged 12 and older with past-year prescription opioidpain reliever misuse (n = 8228) MAIN MEASURES: Source for the most-recently misused prescription pain reliever (categorized as medical, social, or illicit/other), motive for last episode of misuse, OUD, heroin use, benzodiazepine misuse, and OUD treatment. Adults 50 and older comprised approximately 25% of all individuals reporting past-year prescription opioid misuse. A social source was most common for individuals under age 50 while a medical source was most common for individuals 50 and older. The most commonly reported motive for misuse was to "relieve physical pain"; the frequency of this response increased across age groups (47% aged 12-17 to 87% aged 65+). Among adults age 50 and older with prescription opioid misuse, 17% met criteria for OUD, 15% reported past-year benzodiazepine misuse, and 3% reported past-year heroin use. Physicians continue to be a direct source of prescription opioids for misuse, particularly for older adults. Ongoing clinical initiatives regarding optimal opioid prescribing practices are needed in addition to effective non-opioid strategies for pain management. Clinical initiatives should also include screening adult and adolescent patients for non-medical use of prescription opioids as well as improving access to OUD treatment for individuals of all ages.
- Research Article
2
- 10.1111/j.1521-0391.2010.00059.x
- Jun 17, 2010
- The American Journal on Addictions
Poster Abstracts from the AAAP 20th Annual Meeting and Symposium
- Research Article
9
- 10.1016/j.drugalcdep.2022.109434
- Mar 31, 2022
- Drug and Alcohol Dependence
Incarceration exposure and prescription opioid use during pregnancy