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1.
Subst Use Misuse ; 57(7): 1097-1103, 2022.
Article in English | MEDLINE | ID: mdl-35450512

ABSTRACT

BACKGROUND: In 2014, the Drug Enforcement Administration rescheduled hydrocodone combination products to Schedule II to reduce nonmedical use and diversion. METHODS: The impact of rescheduling was assessed using quarterly data from 2011 through 2019 from the Researched Abuse, Diversion and Addiction-Related Surveillance (RADARS®) System Poison Center Program and IQVIATM Longitudinal Prescription Data. Trends and immediate changes in prescriptions dispensed and misuse exposures before and after rescheduling involving hydrocodone, oxycodone, and other Schedule II opioid analgesics were calculated using segmented regression. RESULTS: Hydrocodone prescriptions were stable pre-rescheduling, decreased by 2.7% (95% CI: -3.6%, -1.8%, p < 0.0001) per quarter post-rescheduling. Misuse exposures involving hydrocodone were decreasing by 3.2% (95% CI: -3.9%, -2.4%, p < 0.0001) per quarter pre-rescheduling and decreased by 4.9% (95% CI: -5.5%, -4.2%, p < 0.0001) post-rescheduling. Immediate decreases in hydrocodone prescriptions and misuse exposure rates in 2014Q4 compared to 2014Q3 were significant and different from oxycodone or other Schedule II opioids. Schedule II opioid analgesics prescriptions in aggregate were stable prior to rescheduling, decreased by 10.8% (95%CI: -14.0%, -7.6%, p < 0.0001) immediately after the rescheduling, and decreased by 2.3% per quarter (95% CI: -3.1%, -1.5%, p < 0.0001) subsequently. Misuse exposures involving these opioids were decreasing by 3.3% (95% CI: -4.1%, -2.5%, p < 0.0001) prior to rescheduling then by 2.8%, (95% CI: -3.4%, -2.2%, p < 0.0001) after rescheduling. The immediate change in misuse was not significant. CONCLUSIONS: Rescheduling corresponded with changes in hydrocodone prescribing and misuse not offset by increases in other Schedule II opioid analgesics. Misuse exposures for hydrocodone and comparators were decreasing prior to rescheduling with little change post-intervention.


Subject(s)
Hydrocodone , Poisons , Analgesics , Analgesics, Opioid/therapeutic use , Controlled Substances , Drug Prescriptions , Humans , Oxycodone , Practice Patterns, Physicians'
2.
Br J Clin Pharmacol ; 87(4): 1647-1653, 2021 04.
Article in English | MEDLINE | ID: mdl-33606888

ABSTRACT

AIMS: Prescription drug misuse in the USA increased during the 1990s to 2010. The epidemic stimulated the need new analytical strategies and techniques to understand the medications involved, user characteristics and other factors needed to address the epidemic. METHODS: A strategy of mosaic surveillance has evolved. Using real world evidence, the goal is to paint a more complete profile of a drug's real world misuse using triangulation-integrating results from multiple sources, where each approach has unrelated sources of bias. RESULTS: Research findings have been remarkably consistent across multiple data sources. The most commonly misused opioid medications: hydrocodone = oxycodone > methadone = buprenorphine = tramadol = fentanyl (prescription form) > morphine > hydromorphone = oxymorphone > tapentadol. This rank order is similar to the number of prescriptions dispensed for each product in the USA. In the USA, prescription opioid misuse started to decrease about 2011. Typically, multiple drugs are misused together, particularly in lethal cases. Immediate release formulations are more commonly misused than extended release formulations. The introduction of tamper resistant formulations to resist crushing were followed by a decrease in misuse of those products. CONCLUSIONS: The rapid expansion of opioid prescribing was accompanied by increasing misuse and mortality. Interventions such as prescription drug monitoring programmes, increased law enforcement and abuse deterrent formulations have been followed by decreases in misuse of most opioid analgesics.


Subject(s)
Opioid-Related Disorders , Prescription Drug Misuse , Analgesics, Opioid/adverse effects , Humans , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/prevention & control , Oxycodone , Practice Patterns, Physicians'
3.
Drug Saf ; 41(8): 787-795, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29582394

ABSTRACT

INTRODUCTION: The epidemic of prescription opioid overdose and mortality parallels the dispensing rates of prescription opioids, and the availability of increasingly potent opioid analgesics. OBJECTIVE: The common assumption that more potent opioid analgesics are associated with higher rates of adverse outcomes has not been adequately substantiated. We compared the rate of serious adverse events among commonly prescribed opioid analgesics of varying potency. METHODS: Serious adverse events (SAEs; defined as death, major medical effect, or hospitalization) resulting from exposure to tablets containing seven opioid analgesics (oxycodone, hydrocodone, morphine, hydromorphone, oxymorphone, tapentadol, and tramadol) captured by the Researched Abuse, Diversion and Addiction-Related Surveillance (RADARS®) System Poison Center Program were evaluated from 2010 through 2016. Rates of SAEs were adjusted for availability through outpatient dispensing data and regressed on morphine milligram equivalents (MME). RESULTS: There were 19,480 cases of SAE during the 7-year study period. Hydrocodone and oxycodone contributed to 77% of SAE cases. Comparing rates of outcome by relative potency, a hierarchy was observed with hydromorphone (8.02 SAEs/100 kg) and tapentadol (0.27 SAE/100 kg) as the highest and lowest rates, reflecting a 30-fold difference among individual opioid products. SAE rate and potency were related linearly-SAEs increased 2.04 per 100 kg drug dispensed for each 1-unit rise in MME (p = 0.004). Linear regression of SAE/100 kg drug dispensed and drug potency identified that MME comprised 96% of the variation observed. In contrast, potency did not explain variation seen using other study denominators (prescriptions dispensed, dosage units dispensed, and the number of individuals filling a prescription). CONCLUSIONS AND RELEVANCE: Potency of a prescription opioid analgesic demonstrates a significant, highly positive linear relationship with exposures resulting in SAEs per 100 kg drug dispensed reported to poison centers. Potency should be carefully considered from both individual provider and public health perspectives.


Subject(s)
Analgesics, Opioid/adverse effects , Drug-Related Side Effects and Adverse Reactions/mortality , Opioid-Related Disorders/mortality , Prescription Drug Misuse/mortality , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Drug-Related Side Effects and Adverse Reactions/diagnosis , Female , Humans , Male , Middle Aged , Mortality/trends , Opioid-Related Disorders/diagnosis , Prescription Drug Misuse/trends , Retrospective Studies , Young Adult
4.
Drug Alcohol Depend ; 149: 117-21, 2015 Apr 01.
Article in English | MEDLINE | ID: mdl-25678441

ABSTRACT

BACKGROUND: Dramatic increases in the prescriptive use of opioid analgesics during the past two decades have been paralleled by alarming increases in rates of the abuse and intentional misuse of these drugs. We examined recent trends in the abuse and misuse and associated fatal outcomes among older adults (60+ years) and compared these to trends among younger adults (20-59 years). METHODS: Trend analysis using linear regression models was used to analyze 184,136 cases and 1149 deaths associated with abuse and misuse of the prescription opioids oxycodone, fentanyl, hydrocodone, morphine, oxymorphone, hydromorphone, methadone, buprenorphine, tramadol, and tapentadol that were reported to participating U.S. Poison Centers of the Researched Abuse, Diversion and Addiction-Related Surveillance (RADARS(®)) System between 2006-Q1 and 2013-Q4. RESULTS: Rates of abuse and misuse of prescription opioids were lower for older adults than for younger adults; however, mortality rates among the older ages followed an increasing linear trend (P < 0.0001) and surpassed rates for younger adults in 2012 and 2013. In contrast, mortality rates among younger adults rose and fell during the period, with recent rates trending downward (P = 0.0003 for quadratic trend). Sub-analysis revealed an increasing linear trend among older adults specifically for suicidal intent (P < 0.0001), whereas these rates increased and then decreased among younger adults (P < 0.0001 for quadratic trend). CONCLUSION: Recent linear increases in rates of death and use of prescription opioids with suicidal intent among older adults have important implications as the U.S. undergoes a rapid expansion of its elderly population.


Subject(s)
Opioid-Related Disorders/epidemiology , Prescription Drug Misuse/trends , Adult , Age Factors , Aged , Analgesics, Opioid , Female , Humans , Male , Middle Aged , Suicide, Attempted/psychology , United States/epidemiology , Young Adult
5.
Pharmacoepidemiol Drug Saf ; 23(12): 1334-7, 2014 Dec.
Article in English | MEDLINE | ID: mdl-24899151

ABSTRACT

PURPOSE: Prescription opioid abuse and misuse are a serious problem in the U.S. today. Several studies have shown that the epidemic disproportionately affects rural areas. This paper uses three different rates to gain a more complete picture of opioid abuse in rural areas. METHODS: This study examines prescription opioid intentional exposures using opioid classes tracked in the RADARS(®) System Poison Center Program. Intentional exposure rates were calculated adjusting for population and unique recipients of dispensed drug (URDD). These rates were analyzed using time (quarter) and the proportion of a three-digit zip code residing in a rural area as covariates. Additionally, the URDD per population rate was calculated to examine the proportion of the population filling prescriptions for opioids. RESULTS: After adjusting for population, intentional exposure cases significantly increased as the proportion of the population residing in a rural area increased. However, when adjusting for URDD, intentional exposure cases decreased with increasing rural population. The URDD per population increased as the proportion of people residing in a rural area increased. CONCLUSIONS: Using both population and URDD adjusted intentional exposure rates gives a more complete picture of opioid abuse in rural areas. Considering product availability can be used to develop opioid abuse prevention strategies and further the education of physicians serving rural areas about this epidemic.


Subject(s)
Analgesics, Opioid/administration & dosage , Analgesics, Opioid/supply & distribution , Rural Population/statistics & numerical data , Substance-Related Disorders/epidemiology , Adult , Female , History, 21st Century , Humans , Male , United States/epidemiology , Urban Population/statistics & numerical data
6.
Pharmacoepidemiol Drug Saf ; 23(1): 18-25, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24130046

ABSTRACT

BACKGROUND: Prescription drug abuse is a critical problem in the USA and has been linked to more deaths than automobile accidents. Despite this growing epidemic, the USA lacks a timely early warning system. Poison centers (PCs) have the potential to act as sentinel reporting entities for prescription drug abuse and misuse due to near-real-time data reporting and abundant coverage in the USA. METHODS: Data from the Researched Abuse, Diversion and Addiction-Related Surveillance (RADARS®) System PC program were compared with data from the Drug Abuse Warning Network (DAWN) from 2004 through 2010. Population rates of PC call mentions regarding abuse and misuse of prescription opioids were compared with population rates of emergency department visit mentions of the same using linear regression. Products included in the analysis were the following: buprenorphine, fentanyl, hydrocodone, hydromorphone, methadone, morphine, and oxycodone. RESULTS: The strength of association between RADARS System PC data and DAWN emergency department visits regarding all opioids in aggregate was strong (R² = 0.81, p < 0.001). The correlations between the two programs at the drug class level also were strong for buprenorphine, hydrocodone, hydromorphone, methadone, and oxycodone (all R² > 0.70, all p < 0.01), significant for fentanyl (p = 0.05), and moderate for morphine (p = 0.09). CONCLUSIONS: Data on prescription opioid drug abuse from the RADARS System PC program correlates well with emergency room data from DAWN. Due to timeliness of data, geographic coverage and strong associations with other warning systems, PC data can be used for sentinel reporting on prescription drug abuse and misuse in the USA.


Subject(s)
Analgesics, Opioid/therapeutic use , Emergency Service, Hospital/trends , Opioid-Related Disorders/diagnosis , Poison Control Centers/trends , Prescription Drug Misuse/trends , Prescription Drugs/therapeutic use , Adolescent , Adult , Aged , Analgesics, Opioid/adverse effects , Child , Female , Humans , Male , Middle Aged , Opioid-Related Disorders/epidemiology , Population Surveillance/methods , Predictive Value of Tests , Prescription Drugs/adverse effects , Young Adult
7.
J Learn Disabil ; 45(2): 139-50, 2012.
Article in English | MEDLINE | ID: mdl-20574063

ABSTRACT

This study used data from six neuropsychological measures of executive function (EF) and general intellectual functioning (GIF) administered to 303 regular users of heroin and/or cocaine as indicators in a latent profile analysis (LPA). Results indicated the presence of three profiles: impaired GIF and EF profile (30.8%), intact GIF and EF profile (58.8%), and high GIF/intact EF profile (10.4%). Using a multinomial logistic regression, it was determined that individuals who reported being diagnosed with either a learning disability (LD) and/or attention-deficit/hyperactivity disorder (ADHD) were more likely to be in the impaired GIF and EF profile than other profiles. Results from a logistic regression indicated that the impaired GIF and EF profile was associated with a greater prevalence of past hepatitis B and/or C infection. Implication for harm reduction and treatment programs and the need to take into account individuals with LD and ADHD are discussed.


Subject(s)
Attention Deficit Disorder with Hyperactivity/epidemiology , Cocaine-Related Disorders/epidemiology , Cognition Disorders/epidemiology , Hepatitis, Viral, Human/epidemiology , Heroin Dependence/epidemiology , Learning Disabilities/epidemiology , Adult , Cocaine-Related Disorders/complications , Cognition Disorders/diagnosis , Cognition Disorders/etiology , Comorbidity , Executive Function/physiology , Female , Heroin Dependence/complications , Humans , Intelligence/physiology , Male , Self Report
8.
Neurotoxicol Teratol ; 34(1): 161-7, 2012.
Article in English | MEDLINE | ID: mdl-21884785

ABSTRACT

The relation between prenatal marijuana exposure (PME) and school achievement was evaluated in a sample of 524 14-year-olds. Women were recruited during pregnancy and assessed, along with their offspring, at multiple phases from infancy to early adulthood. The sample represents a low-income population. Half of the adolescents are male and 55% are African American. School achievement was assessed with the Wechsler Individual Achievement Test (WIAT) Screener (Psychological Corporation, 1992). A significant negative relation was found between PME and 14-year WIAT composite and reading scores. The deficit in school achievement was mediated by the effects of PME on intelligence test performance at age 6, attention problems and depression symptoms at age 10, and early initiation of marijuana use. These findings suggest that the effects of PME on adolescent achievement are mediated by the earlier negative effects of PME on child characteristics. The negative impact of these characteristics on adolescent achievement may presage later problems in early adulthood.


Subject(s)
Learning Disabilities/chemically induced , Learning Disabilities/epidemiology , Marijuana Smoking/adverse effects , Marijuana Smoking/epidemiology , Prenatal Exposure Delayed Effects/chemically induced , Prenatal Exposure Delayed Effects/epidemiology , Adolescent , Cannabinoids/adverse effects , Cannabis/adverse effects , Cohort Studies , Comorbidity/trends , Female , Humans , Intelligence/drug effects , Intelligence/physiology , Intelligence Tests/standards , Learning Disabilities/diagnosis , Longitudinal Studies , Male , Pregnancy
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