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Tummala HP, Bies RR, Ramanathan M. Modelling the progression of illicit substance use patterns from real-world evidence. Br J Clin Pharmacol 2024; 90:700-712. [PMID: 37997480 DOI: 10.1111/bcp.15965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 11/02/2023] [Accepted: 11/08/2023] [Indexed: 11/25/2023] Open
Abstract
AIMS To investigate an innovative pharmacometrics approach that addresses the challenges of using real-world evidence to model the progression of illicit substance use. METHODS The modelling strategy analysed real-world data from the National Longitudinal Study of Adolescent to Adult Health (AddHealth) survey using survival analyses and differential equations. Respondents were categorized into drug-naïve, active users and nonusers. The transitions between categories were modelled using interval-censored parametric survival analysis. The resulting hazard rate functions were used as time-dependent rate constants in a differential equation system. Covariate models for sex and depression status were assessed. RESULTS AddHealth enrolled 6504 American teenagers (median age 16 years, range 11-21 years); this cohort was followed with five interviews over a 22-year period; the median age at the last interview was 38 years (range 34-45 years). The percentages of illicit drug users at Interviews 1-5 were 7.7%, 5.9%, 15.8%, 21.4% and 0.98%, respectively. The generalized gamma distribution emerged as the preferred model for the survival functions for transitions between categories. Age-dependent prevalence was obtained from the differential equation system. Active drug use was more prevalent in males, increased in adolescence and college years, peaked at 24 years, and decreased to low levels by 35 years. Depression, which was more frequent in females, increased the drug-naïve-active user transition rates but not the active user-nonuser and nonuser-active user transition rates. The evidence did not support an interaction between sex and depression. CONCLUSIONS The model provided a satisfactory approximation for the age-dependent progression of illicit substance use from preadolescence to early middle age.
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Affiliation(s)
- Hari Prabhath Tummala
- Department of Pharmaceutical Sciences, University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Robert R Bies
- Department of Pharmaceutical Sciences, University at Buffalo, The State University of New York, Buffalo, New York, USA
| | - Murali Ramanathan
- Department of Pharmaceutical Sciences, University at Buffalo, The State University of New York, Buffalo, New York, USA
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2
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Choi NG, Choi BY, Marti CN, Baker SD. Intentional benzodiazepine poisoning in older adults reported to United States Poison Centers. Clin Toxicol (Phila) 2024; 62:174-182. [PMID: 38683030 DOI: 10.1080/15563650.2024.2334828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 03/20/2024] [Indexed: 05/01/2024]
Abstract
INTRODUCTION Despite known contraindications, benzodiazepines are frequently prescribed for older adults. This study utilizes poison control center data on benzodiazepine-involved cases aged 50 and above to compare the characteristics of suspected suicide attempt with other intentional misuse cases. We also examined associations of major medical outcomes (major effect/death) with demographic characteristics and other co-used substances in each group. METHODS The study employed data from the America's Poison Center National Poison Data System from 2015-2022. Descriptive statistics and binary logistic regression models were used. RESULTS Of the benzodiazepine-poisoning cases of intentional misuse (n = 93,245), 85 percent were suicide attempts and 15 percent were other intentional misuses. Reports to poisons centers showed a decline from 2019-2022 when compared to 2015-2016. However, the likelihood of a reported suicide attempt, compared to other intentional misuse, was greater in 2019-2022 compared to 2015-2016 and among those who co-used antidepressants, anxiolytics, atypical antipsychotics, other benzodiazepines, other analgesics, anticonvulsants, and alcohol. The odds of major effect/death in both groups were also greater in 2019-2022, with suicide attempt cases in advanced ages showing higher odds. The co-use of antidepressants, prescription opioids, atypical antipsychotics, anticonvulsants, and other analgesics were associated with a higher likelihood of major effect/death in both exposure groups. For instance, adjusted odds ratios for co-used prescription opioids were 2.20 (95 percent confidence intervals: 2.09-2.31) among suicide attempt cases and 3.51 (95 percent confidence intervals: 3.10-3.97) among other intentional misuse cases. DISCUSSION Healthcare providers need to screen for suicidal ideation among benzodiazepine users, with special attention to an increased risk of suicide attempt among those who co-use antidepressants and opioids and to decreasing adverse outcomes in all misuse cases. Assessments of underlying mental health and substance use problems and medication regimens to minimize polypharmacy and drug interactions are needed to reduce adverse outcomes. CONCLUSIONS Though the numbers of benzodiazepine-involved suicide attempt and other intentional misuse cases reported to United States poison centers decreased in recent years, the likelihood of major medical effect/death among these cases have increased.
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Affiliation(s)
- Namkee G Choi
- Steve Hicks School of Social Work, The University of TX at Austin, Austin, TX, USA
| | - Bryan Y Choi
- Department of Emergency Medicine, Philadelphia College of Osteopathic Medicine & Bayhealth Medical Center, Dover, DE, USA
| | - C Nathan Marti
- Steve Hicks School of Social Work, The University of TX at Austin, Austin, TX, USA
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Jiang X, Govoni TD, Illg Z, Connolly S, Green JL, Guy GP. Sources of nonmedically used prescription psychotherapeutic drugs using real-world data from adolescents and adults assessed for substance use treatment--2014-2022. Res Social Adm Pharm 2024; 20:209-214. [PMID: 37919218 PMCID: PMC10843771 DOI: 10.1016/j.sapharm.2023.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/15/2023] [Accepted: 10/26/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND Nonmedical use (NMU) of prescription psychotherapeutic drugs (PPD) may increase risk for significant morbidity and mortality in the overdose crisis. OBJECTIVE This study examines sources of PPD using real-world data from adolescents and adults reporting past 30-day NMU of PPDs. METHODS A convenience sample of individuals aged ≥10 years assessed for substance use disorders (SUD) treatment was analyzed using the 2014-2022 National Addictions Vigilance Intervention and Prevention Program datasets. PPD include prescription opioids, prescription tranquilizers/sedatives, and prescription stimulants. RESULTS Overall, among assessments of adolescents aged 10-18 years (N = 1991) and young adults aged 19-24 years (N = 15,166), "family/friend" (46.08-47.41 %) and "dealer" (33.82-42.71 %) were the most common sources. Among assessments of adults aged ≥25 years (N = 89,225), "own prescription" was the most common source and increased in frequency as age increased. Across all age groups, "family/friend" was the most frequent source for all drug classes (41.96-48.76 %) except for nonmedically used buprenorphine/methadone, for which "own prescription" was the most common source (51.85 %) among adults. CONCLUSIONS Our study demonstrates heterogeneity in sources of nonmedically used PPD across age groups. Tailored prevention strategies for different age groups and improving timely access to medical care to ensure proper treatment of chronic medical conditions including SUD are needed.
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Affiliation(s)
- Xinyi Jiang
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA.
| | - Taryn Dailey Govoni
- Inflexxion, a division of Uprise Health, 2 Park Plaza, Suite 1200, Irvine, CA, 92614, USA
| | - Zachary Illg
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA
| | - Sarah Connolly
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA
| | - Jody L Green
- Inflexxion, a division of Uprise Health, 2 Park Plaza, Suite 1200, Irvine, CA, 92614, USA
| | - Gery P Guy
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA, 30341, USA
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Haider MR, Jayawardhana J. Opioid and benzodiazepine misuse in the United States: The impact of socio-demographic characteristics. Am J Addict 2024; 33:71-82. [PMID: 37689992 DOI: 10.1111/ajad.13481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 08/28/2023] [Accepted: 08/29/2023] [Indexed: 09/11/2023] Open
Abstract
BACKGROUND AND OBJECTIVES In 2021, drug overdose deaths in the United States reached a new record of 107,622. Misuse of opioids and benzodiazepines accounts for a large portion of drug overdose deaths. However, the effects of socio-demographic characteristics on misuse of opioids and benzodiazepines are not evident. Thus, this study examines the socio-demographic characteristics associated with misuse of opioids and benzodiazepines among adults in the United States. METHODS Data from 2015-2019 National Survey on Drug Use and Health was utilized in the multinomial logistic regression analysis and included 202,935 adults ages ≥18 years. RESULTS During 2015-2019, 3.3% of the adults misused opioids, 1.2% misused benzodiazepines, and 0.9% misused both drugs in the preceding year of the survey. Those who were younger, bisexual, non-Hispanic White, had a history of delinquency in the past year, had alcohol dependence/abuse, marijuana dependence/abuse, nicotine dependence and use, and experienced major depressive episodes were more likely to misuse opioids, benzodiazepines, or both. CONCLUSION AND SCIENTIFIC SIGNIFICANCE A large portion of US adults are misusing opioids, benzodiazepines, and both drugs. Specifically, bisexual individuals experience higher odds of opioid misuse, benzodiazepine misuse and misuse of both drugs compared with heterosexuals, while males are experiencing lower odds of benzodiazepine misuse compared with females. Individuals aged 26-49 experience the highest odds of opioid misuse, though misuse of both drugs was higher among the 18-25 age group. Findings underscore the use of targeted preventive measures to reduce misuse of these drugs among at-risk populations identified in this study.
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Affiliation(s)
- Mohammad Rifat Haider
- Department of Health Policy and Management, University of Georgia, Athens, Georgia, USA
| | - Jayani Jayawardhana
- College of Public Health & College of Pharmacy, University of Kentucky, Lexington, Kentucky, USA
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McCabe SE, Schulenberg JE, Wilens TE, Schepis TS, McCabe VV, Veliz P. Transitions in Prescription Benzodiazepine Use and Misuse and in Substance Use Disorder Symptoms Through Age 50. Psychiatr Serv 2023; 74:1154-1162. [PMID: 37143335 PMCID: PMC10867819 DOI: 10.1176/appi.ps.20220247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
OBJECTIVE Prescription benzodiazepines are among the most commonly used and misused controlled medications. The authors aimed to examine transitions from medical use of prescription benzodiazepines to prescription benzodiazepine misuse, prescription opioid misuse, and substance use disorder symptoms during adulthood. METHODS Eleven national cohorts of U.S. 12th graders (N=26,575) were followed up from ages 18 (1976-1986) to 50 (2008-2018). Prescription benzodiazepine misuse, prescription opioid misuse, and substance use disorder symptoms were examined with prevalence estimates and multivariable logistic regression. RESULTS By age 35, 70.9% of respondents had not used or misused prescription benzodiazepines, 11.3% reported medical use only, 9.8% indicated both medical use and misuse, and 14.1% reported misuse only. In analyses adjusted for demographic and other characteristics, adults reporting only medical use of prescription benzodiazepines by age 35 had higher odds of later prescription benzodiazepine misuse (adjusted OR [AOR]=2.17, 95% CI=1.72-2.75) and prescription opioid misuse (AOR=1.40, 95% CI=1.05-1.86) than respondents ages 35-50 who never used prescription benzodiazepines. More frequent medical use of prescription benzodiazepines by age 35 was associated with increased risk for substance use disorder symptoms at ages 40-50. Any history of prescription benzodiazepine misuse by age 35 was associated with higher odds of later prescription benzodiazepine misuse, prescription opioid misuse, and substance use disorder symptoms, compared with no misuse. CONCLUSIONS Prescription benzodiazepine use or misuse may signal later prescription drug misuse or substance use disorders. Medical use of prescription benzodiazepines by age 35 requires monitoring for prescription drug misuse, and any prescription benzodiazepine misuse warrants an assessment for substance use disorder.
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Affiliation(s)
- Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan School of Nursing, Ann Arbor (all authors); Institute for Social Research (S. E. McCabe, Schulenberg, Veliz) and Department of Psychiatry (V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - John E Schulenberg
- Center for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan School of Nursing, Ann Arbor (all authors); Institute for Social Research (S. E. McCabe, Schulenberg, Veliz) and Department of Psychiatry (V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Timothy E Wilens
- Center for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan School of Nursing, Ann Arbor (all authors); Institute for Social Research (S. E. McCabe, Schulenberg, Veliz) and Department of Psychiatry (V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Ty S Schepis
- Center for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan School of Nursing, Ann Arbor (all authors); Institute for Social Research (S. E. McCabe, Schulenberg, Veliz) and Department of Psychiatry (V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Vita V McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan School of Nursing, Ann Arbor (all authors); Institute for Social Research (S. E. McCabe, Schulenberg, Veliz) and Department of Psychiatry (V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
| | - Philip Veliz
- Center for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan School of Nursing, Ann Arbor (all authors); Institute for Social Research (S. E. McCabe, Schulenberg, Veliz) and Department of Psychiatry (V. V. McCabe), University of Michigan, Ann Arbor; Department of Psychiatry, Massachusetts General Hospital, Boston (Wilens); Department of Psychology, Texas State University, San Marcos (Schepis)
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Lin J, Arnovitz M, Kotbi N, Francois D. Substance Use Disorders in the Geriatric Population: a Review and Synthesis of the Literature of a Growing Problem in a Growing Population. CURRENT TREATMENT OPTIONS IN PSYCHIATRY 2023:1-20. [PMID: 37360959 PMCID: PMC10241125 DOI: 10.1007/s40501-023-00291-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/22/2023] [Indexed: 06/28/2023]
Abstract
Purpose of review Substance use disorders are becoming increasingly prevalent in the geriatric population, necessitating an updated understanding of the existing literature. This review aims to describe the epidemiology, special considerations, and management of substance use disorders in older adults. Recent findings PubMed, Ovid MEDLINE, and PsychINFO databases were searched from their inception through June 2022 using the following keywords: "substance use disorder," "substance abuse," "abuse," "illicit substances," "illicit drugs," "addiction," "geriatric," "elderly," "older adults," "alcohol," "marijuana," "cannabis," "cocaine," "heroin," "opioid," and "benzodiazepine." Our findings suggest an increasing trend in substance use in older adults despite medical and psychiatric consequences when using such substances. The majority of older patients admitted to substance abuse treatment programs were not referred by healthcare providers, suggesting room for improvement in the screening and discussion of substance use disorders. Our review also suggests that there should be careful consideration of COVID-19 and racial disparities when screening, diagnosing, and treating substance use disorders in the older population. Summary This review provides updated information on epidemiology, special considerations, and management of substance use disorders in older adults. As substance use disorders become more prevalent in older adults, primary care physicians must be prepared to recognize and diagnose substance use disorders as well as collaborate with and refer patients to geriatric medicine, geriatric psychiatry, and addiction medicine.
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Affiliation(s)
- Jenny Lin
- Weill Cornell Medicine, New York, NY USA
| | - Mitchell Arnovitz
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY USA
| | - Nabil Kotbi
- Weill Cornell Medicine, New York Presbyterian/Westchester, 21 Bloomingdale Road, White Plains, NY 10605 USA
| | - Dimitry Francois
- Weill Cornell Medicine, New York Presbyterian/Westchester, 21 Bloomingdale Road, White Plains, NY 10605 USA
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Schepis TS, Wastila L, McCabe SE. Family history of substance use disorder and likelihood of prescription drug misuse in adults 50 and older. Aging Ment Health 2023; 27:1020-1027. [PMID: 35686721 PMCID: PMC9734280 DOI: 10.1080/13607863.2022.2084711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 05/28/2022] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Individuals who are family history positive (FHP) for substance use problems have increased risk for substance use, substance use disorders (SUDs), and psychopathology. Links between FHP status and prescription drug misuse (PDM) have not been well investigated; this study examined PDM in adults 50 and older by FHP status. METHODS Data were from the US NESARC-III (n = 14,667). Participants reported their opioid PDM, tranquilizer/sedative PDM, SUD, psychopathology, and family history status (i.e. first- and second-degree relatives with alcohol/substance use problems). Prevalence rates were estimated by FHP status, and logistic regressions compared FHP and family history negative (FHN) groups. RESULTS FHP status was associated with significantly higher rates of PDM (e.g. past-year opioid PDM, FHP: 3.8%, FHN: 1.5%) and SUD from PDM (e.g. past-year SUD, FHP: 1.2%, FHN: 0.2%); also, prevalence varied by family history density, with the highest rates in those with three or more relatives with substance use problems (e.g. past-year opioid PDM: 5.5%). Overall, 32.2% of FHP individuals with past-year PDM had past-year co-occurring SUD and psychopathology diagnoses, versus 11.0% of FHN individuals. CONCLUSION FHP status could inform treatment decisions in adults 50 and older with conditions for which prescription opioids or tranquilizer/sedatives are indicated.
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Affiliation(s)
- Ty S. Schepis
- Department of Psychology, Texas State University, San Marcos, Texas, USA
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
| | - Linda Wastila
- Peter Lamy Center on Drug Therapy and Aging, University of Maryland, Baltimore, Maryland, USA
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
- Institute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA
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Hu Q, Tian F, Jin Z, Lin G, Teng F, Xu T. Developing a Warning Model of Potentially Inappropriate Medications in Older Chinese Outpatients in Tertiary Hospitals: A Machine-Learning Study. J Clin Med 2023; 12:jcm12072619. [PMID: 37048702 PMCID: PMC10095456 DOI: 10.3390/jcm12072619] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/13/2023] [Accepted: 03/24/2023] [Indexed: 04/03/2023] Open
Abstract
Due to multiple comorbid illnesses, polypharmacy, and age-related changes in pharmacokinetics and pharmacodynamics in older adults, the prevalence of potentially inappropriate medications (PIMs) is high, which affects the quality of life of older adults. Building an effective warning model is necessary for the early identification of PIMs to prevent harm caused by medication in geriatric patients. The purpose of this study was to develop a machine learning-based model for the warning of PIMs in older Chinese outpatients. This retrospective study was conducted among geriatric outpatients in nine tertiary hospitals in Chengdu from January 2018 to December 2018. The Beers criteria 2019 were used to assess PIMs in geriatric outpatients. Three problem transformation methods were used to tackle the multilabel classification problem in prescriptions. After the division of patient prescriptions into the training and test sets (8:2), we adopted six widely used classification algorithms to conduct the classification task and assessed the discriminative performance by the accuracy, precision, recall, F1 scores, subset accuracy (ss Acc), and Hamming loss (hm) of each model. The results showed that among 11,741 older patient prescriptions, 5816 PIMs were identified in 4038 (34.39%) patient prescriptions. A total of 41 types of PIMs were identified in these prescriptions. The three-problem transformation methods included label power set (LP), classifier chains (CC), and binary relevance (BR). Six classification algorithms were used to establish the warning models, including Random Forest (RF), Light Gradient Boosting Machine (LightGBM), eXtreme Gradient Boosting (XGBoost), CatBoost, Deep Forest (DF), and TabNet. The CC + CatBoost model had the highest accuracy value (97.83%), recall value (89.34%), F1 value (90.69%), and ss Acc value (97.79%) with a good precision value (92.18%) and the lowest hm value (0.0006). Therefore, the CC + CatBoost model was selected to predict the occurrence of PIM in geriatric Chinese patients. This study’s novelty establishes a warning model for PIMs in geriatric patients by using machine learning. With the popularity of electronic patient record systems, sophisticated computer algorithms can be implemented at the bedside to improve medication use safety in geriatric patients in the future.
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Keller MS, Carrascoza-Bolanos J, Breda K, Kim LY, Kennelty KA, Leang DW, Murry LT, Nuckols TK, Schnipper JL, Pevnick JM. Identifying barriers and facilitators to deprescribing benzodiazepines and sedative hypnotics in the hospital setting using the Theoretical Domains Framework and the Capability, Opportunity, Motivation and Behaviour (COM-B) Model: a qualitative study. BMJ Open 2023; 13:e066234. [PMID: 36813499 PMCID: PMC9950911 DOI: 10.1136/bmjopen-2022-066234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
OBJECTIVES Geriatric guidelines strongly recommend avoiding benzodiazepines and non-benzodiazepine sedative hypnotics in older adults. Hospitalisation may provide an important opportunity to begin the process of deprescribing these medications, particularly as new contraindications arise. We used implementation science models and qualitative interviews to describe barriers and facilitators to deprescribing benzodiazepines and non-benzodiazepine sedative hypnotics in the hospital and develop potential interventions to address identified barriers. DESIGN We used two implementation science models, the Capability, Opportunity and Behaviour Model (COM-B) and the Theoretical Domains Framework, to code interviews with hospital staff, and an implementation process, the Behaviour Change Wheel (BCW), to codevelop potential interventions with stakeholders from each clinician group. SETTING Interviews took place in a tertiary, 886-bed hospital located in Los Angeles, California. PARTICIPANTS Interview participants included physicians, pharmacists, pharmacist technicians, and nurses. RESULTS We interviewed 14 clinicians. We found barriers and facilitators across all COM-B model domains. Barriers included lack of knowledge about how to engage in complex conversations about deprescribing (capability), competing tasks in the inpatient setting (opportunity), high levels of resistance/anxiety among patients to deprescribe (motivation), concerns about lack of postdischarge follow-up (motivation). Facilitators included high levels of knowledge about the risks of these medications (capability), regular rounds and huddles to identify inappropriate medications (opportunity) and beliefs that patients may be more receptive to deprescribing if the medication is related to the reason for hospitalisation (motivation). Potential modes of delivery included a seminar aimed at addressing capability and motivation barriers in nurses, a pharmacist-led deprescribing initiative using risk stratification to identify and target patients at highest need for deprescribing, and the use of evidence-based deprescribing education materials provided to patients at discharge. CONCLUSIONS While we identified numerous barriers and facilitators to initiating deprescribing conversations in the hospital, nurse- and pharmacist-led interventions may be an appropriate opportunity to initiate deprescribing.
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Affiliation(s)
- Michelle S Keller
- Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Health Policy and Management, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | | | - Kathleen Breda
- Orthopedics, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Linda Y Kim
- Nursing, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Korey A Kennelty
- College of Pharmacy, The University of Iowa, Iowa City, Iowa, USA
| | - Donna W Leang
- Pharmacy, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Logan T Murry
- Department of Pharmacy Practice and Science, University of Iowa, Iowa City, Iowa, USA
| | - Teryl K Nuckols
- Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Jeffrey L Schnipper
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Joshua M Pevnick
- Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
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Villanueva-Blasco VJ, Villanueva-Silvestre V, Vázquez-Martínez A, de Vicente LP, Pérez-Gálvez B. Depression, Suicidal Ideation, and Consumption of Psychotropic Drugs During Lockdown by COVID-19 According to Gender and Age. Int J Ment Health Addict 2022:1-17. [PMID: 36465995 PMCID: PMC9684782 DOI: 10.1007/s11469-022-00962-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/10/2022] [Indexed: 11/24/2022] Open
Abstract
The objective was to analyze the relationship between depression and suicidal ideation and psychotropic drugs use during COVID-19 lockdown in adult population considering gender and age. The method used is a descriptive and non-probabilistic study, with a convenience sampling of 3780 participants (70.1% female), aged 18-64 years (M = 37.8). 18.3% participants presented depression and 5.1% exhibited suicidal ideation. The depression rate for female was double (21.4%) than male and 5 times higher (30.2%) for the youngest participants (18-24 years old) compared to oldest (55-64 years old), being this rate triple in suicidal ideation (9%). Depression correlated positively with tranquilizers and sleeping pills' consumption; and suicidal ideation did so with tranquilizers and sedatives. The rate of tranquilizer users was 8 times higher for severe depression compared to those who did not present depression, 5 times higher for sleeping pills, and 6 times higher for sedatives. The rate of tranquilizer users exhibiting suicidal ideation was more than triple than those who did not present suicidal ideation, between 3 and 4 times higher for sleeping pills, and almost 7 times higher for sedatives. The higher the level of depression and suicidal ideation during lockdown, the greater the consumption of psychotropic drugs. The consumption of psychotropic drugs should be monitored in people with depression and suicidal ideation during periods of crisis.
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Affiliation(s)
- Víctor J. Villanueva-Blasco
- Faculty of Health Sciences, Valencian International University, C/ Pintor Sorolla, 21, 46002 Valencia, Spain
| | | | - Andrea Vázquez-Martínez
- Faculty of Health Sciences, Valencian International University, C/ Pintor Sorolla, 21, 46002 Valencia, Spain
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Choi NG, Choi BY, DiNitto DM, Marti CN, Baker SD. Opioid poisoning cases aged 50+ in the 2015-2020 National Poisoning Data System: suspected suicides versus unintentional poisoning and other intentional misuse/abuse. Drug Chem Toxicol 2022; 45:2706-2717. [PMID: 34607473 PMCID: PMC11135005 DOI: 10.1080/01480545.2021.1984517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 09/14/2021] [Accepted: 09/20/2021] [Indexed: 01/25/2023]
Abstract
High rates of opioid overdose and suicide among the 50+ age group call for an examination of suicidal intent in overdose incidents. Using 2015-2020 National Poison Data System opioid poisoning cases aged 50+ (n = 83 153), we examined the types of opioids and other substances associated with suspected suicides compared to intentional misuse/abuse without suicidal intent. During the six years, prescription opioid cases decreased, while illicit opioid cases increased. Among both types of opioid poisoning cases, the proportions of suspected suicides decreased and those of intentional misuse/abuse without suicidal intent increased. However, due to the large increase in illicit opioid cases, the number of suspected suicide cases involving illicit opioids increased. Multivariable analyses showed that among prescription opioids, acetaminophen with opioid (IRR = 1.17, 95% CI = 1.11-1.24) and tramadol (IRR = 1.12, 95% CI = 1.06-1.47) were associated with higher risk of suspected suicides than intentional misuse/abuse without suicidal intent. Among illicit opioid cases, fentanyl poisoning cases were associated with lower risk of suspected suicides (IRR = 0.40, 95% CI = 0.17-0.94). Of other medications, use of benzodiazepines and antipsychotics was consistently associated with higher risk of suspected suicides in both prescription and illicit opioid cases. Alcohol and cocaine were also associated with higher risk of suspected suicide. Along with continued reductions in opioid prescribing, more effective monitoring of individual patient misuse/abuse behaviors and suicide risk assessment are needed. Healthcare professionals should also review other prescription medications frequently co-prescribed with opioids that may have additive effects on suicidal behaviors among older adults.
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Affiliation(s)
- Namkee G. Choi
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
| | - Bryan Y. Choi
- Department of Emergency Medicine, Philadelphia College of Osteopathic Medicine & Bayhealth Medical Center, Dover, DE, USA
| | - Diana M. DiNitto
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
| | - C. Nathan Marti
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
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12
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Choi NG, DiNitto DM, Marti CN, Choi BY. Demographic and Clinical Correlates of Treatment Completion among Older Adults with Heroin and Prescription Opioid Use Disorders. J Psychoactive Drugs 2022; 54:440-451. [PMID: 34818983 PMCID: PMC9130343 DOI: 10.1080/02791072.2021.2009068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 08/23/2021] [Accepted: 09/07/2021] [Indexed: 12/31/2022]
Abstract
In this study using 2015-2018 Treatment Episode Data Set-Discharge (TEDS-D) cases age 55+ for heroin (N = 101,524) or prescription opioids (PO; N = 25,510) as the primary substance, we examined treatment completion rates and correlates. We fit separate logistic regression models for heroin and PO cases with treatment completion status (completed vs. discontinued due to dropout/termination/other reasons) for each treatment setting (detoxification, residential rehabilitation, and outpatient) as the dependent variable. Results show that detoxification cases had the highest completion rates and outpatient cases had the lowest (14.8% for heroin and 24.0% for PO cases). A consistently significant correlate of treatment completion was legal system referral for heroin cases and having a bachelor's degree for PO cases. Medication-assisted therapy was associated with higher odds of completing residential treatment for both types of opioids but lower odds of completing detoxification and outpatient treatment. Treatment duration >30 days tended to have higher odds of completion. PO cases age 65+ had higher odds of completing residential treatment than cases age 55-64. Racial/ethnic minorities tended to have lower odds of outpatient treatment completion. Study findings underscore the importance of helping older adults complete treatment, especially those who are racial/ethnic minorities and receiving outpatient treatment.
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Affiliation(s)
- Namkee G. Choi
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX 78702, USA
| | - Diana M. DiNitto
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX 78702, USA
| | - C. Nathan Marti
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX 78702, USA
| | - Bryan Y. Choi
- Department of Emergency Medicine, Philadelphia College of Osteopathic Medicine, Philadelphia, PA 19131 & Bayhealth Medical Center, Dover, DE, 19901, USA
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13
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Dahlem CH, Schepis TS, McCabe SE, Rank AL, Teter CJ, Kcomt L, McCabe VV, Voepel-Lewis T. Prescription Opioid Misuse in Older Adult Surgical Patients: Epidemiology, Prevention, and Clinical Implications. J Addict Nurs 2022; 33:218-232. [PMID: 37140410 PMCID: PMC10162467 DOI: 10.1097/jan.0000000000000488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
ABSTRACT The United States and many other developed nations are in the midst of an opioid crisis, with consequent pressure on prescribers to limit opioid prescribing and reduce prescription opioid misuse. This review addresses prescription opioid misuse for older adult surgical populations. We outline the epidemiology and risk factors for persistent opioid use and misuse in older adults undergoing surgery. We also address screening tools and prescription opioid misuse prevention among vulnerable older adult surgical patients (e.g., older adults with a history of an opioid use disorder), followed by clinical management and patient education recommendations. A significant plurality of older adults engaged in prescription opioid misuse obtain opioid medication for misuse from health providers. Thus, nurses can play a critical role in identifying those older adults at a higher risk for misuse and deliver quality care while balancing the need for adequate pain management against the risk for prescription opioid misuse.
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Affiliation(s)
- Chin Hwa Dahlem
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
| | - Ty S. Schepis
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
- Department of Psychology, Texas State University, San Marcos, Texas, USA
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA
- Institute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA
| | - Aaron L. Rank
- Department of Anesthesiology, University of Tennessee Health Science Center, Memphis, Tennessee, USA
- Regional One Physicians, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Christian J. Teter
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
- Department of Pharmacy, Research Pharmacy Core, McLean Hospital, Belmont, Massachusetts, USA
- Marblehead NeuroPsychiatric Rx, LLC, Marblehead, Massachusetts, USA
| | - Luisa Kcomt
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
| | - Vita V. McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Terri Voepel-Lewis
- Center for the Study of Drugs, Alcohol, Smoking and Health, Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
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Ellis JD, Pasman E, Brown S, Lister JJ, Agius E, Resko SM. An examination of correlates of simultaneous opioid and benzodiazepine use among patients in medication treatment for opioid use disorder in a small midwestern community. J Addict Dis 2022; 40:542-551. [PMID: 35285423 PMCID: PMC9969715 DOI: 10.1080/10550887.2022.2042152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Background: Concurrent and/or simultaneous use of opioids and benzodiazepines has been associated with increased risk of accident and injury, as well as with co-occurring psychopathology. Objectives: The purpose of the present study was to explore potential correlates of simultaneous opioid and benzodiazepine use in a small community, including perceived risk, positive screens for psychiatric symptoms, and opioid-related consequences. Methods: A sample of 267 participants were recruited from a medication treatment provider that serves a small Midwestern community. Multinomial logistic regression was used to explore demographic and mental health correlates associated with self-reports of past-year simultaneous use. Zero-inflated Poisson regression was used to explore past-year consequences associated with reported simultaneous benzodiazepine and opioid use. Results: Intentional simultaneous use of opioids and benzodiazepines was associated with greater anxiety and depression symptoms, greater likelihood of a positive PTSD screen, and low self-perceived risk of simultaneous use. Individuals reporting opioid/benzodiazepine simultaneous use were also more likely to report opioid-related consequences. Conclusions: Results highlight the importance of assessing and treating simultaneous opioid/benzodiazepine co-use, as well as relevant comorbidities.
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Affiliation(s)
- Jennifer D. Ellis
- Johns Hopkins University School of Medicine, Baltimore, MD
- Wayne State University School of Social Work, Detroit, MI
| | - Emily Pasman
- Wayne State University School of Social Work, Detroit, MI
| | - Suzanne Brown
- Wayne State University School of Social Work, Detroit, MI
| | - Jamey J. Lister
- Wayne State University School of Social Work, Detroit, MI
- Rutgers School of Social Work, New Brunswick, NJ
| | | | - Stella M. Resko
- Wayne State University School of Social Work, Detroit, MI
- Wayne State University Merrill Palmer Skillman Institute, Detroit, MI
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15
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Abayateye F, Fornssler B, Feng C, D’Arcy C, Alphonsus K. Prescription drug misuse among adults in Canada: a scoping review. JOURNAL OF SUBSTANCE USE 2022. [DOI: 10.1080/14659891.2022.2053890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Francis Abayateye
- Department of Community Health & Epidemiology, University of Saskatchewan, Saskatoon, SK, Canada
| | - Barb Fornssler
- School of Public Health, University of Saskatchewan, Saskatoon, SK, Canada
| | - Cindy Feng
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| | - Carl D’Arcy
- School of Public Health, University of Saskatchewan, Saskatoon, SK, Canada
| | - Khrisha Alphonsus
- School of Public Health, University of Saskatchewan, Saskatoon, SK, Canada
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Choi NG, Choi BY, DiNitto DM, Marti CN, Baker SD. Exposure reasons, other substance use, and medical outcomes of poison control center cases aged 50+ involving opioids, 2015-2020. Clin Toxicol (Phila) 2022; 60:362-370. [PMID: 34404278 PMCID: PMC11143472 DOI: 10.1080/15563650.2021.1965157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 07/09/2021] [Accepted: 08/01/2021] [Indexed: 01/25/2023]
Abstract
CONTEXT Rates of prescription opioid (PO) prescribing and filling remain high, and illicit opioid (IO) use has increased among late middle-aged and older adults. Research on PO and IO poisoning and their impacts among these age groups is needed. METHODS Data came from 2015 to 2020 poison control center cases aged 50+ (N = 83,135). We used χ2 tests to examine changes over the study period in the numbers of PO and IO cases, type of opioids used, exposure reasons, and medical outcomes. We fit multinomial logistic regression models to examine the associations of medical outcomes with exposure reasons and other medication/substance involvement. RESULTS Between 2015/2016 and 2020, the numbers and shares of PO-only cases steadily declined, but IO cases, with or without PO, nearly tripled, constituting almost 10% of all PCC opioid cases aged 50+ in 2020. The rates of intentional misuse/abuse increased among both PO-only and IO (with/without PO) cases during the study period, and the death rate among IO cases sharply increased in 2020. Compared to adverse reactions or other unintentional exposures, intentional misuse/abuse and suspected suicides were associated with significantly higher risks of serious outcomes (e.g., risk of death from intentional misuse/abuse: RRR = 22.11, 95% CI = 16.74-29.20 in PO-only cases and RRR = 6.95, 95% CI = 2.37-20.39 in IO cases with/without PO). The use of most other medications and substances was also significantly associated with serious outcomes. DISCUSSION Among older adults, medical outcomes in opioid poisoning cases have become more serious in recent years as intentional misuse/abuse became more common. Opioid use disorder treatment should be readily available and accessible, and alternatives to PO prescribing should be considered. CONCLUSIONS Among individuals aged 50+, PO poisoning cases decreased, but IO cases increased sharply from 2015 to 2020 with concomitant increases in intentional misuse/abuse and serious medical outcomes.
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Affiliation(s)
- Namkee G. Choi
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
| | - Bryan Y. Choi
- Department of Emergency Medicine, Philadelphia College of Osteopathic Medicine, Bayhealth Medical Center, Dover, DE, USA
| | - Diana M. DiNitto
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
| | - C. Nathan Marti
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
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17
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Almeida-González M, Boada LD, Henríquez-Hernández LA, Luzardo OP, Zaragoza E, Burillo-Putze G, Quintana-Montesdeoca MP, Zumbado M. Medical Psychotropics in Forensic Autopsies in European Countries: Results from a Three-Year Retrospective Study in Spain. TOXICS 2022; 10:toxics10020064. [PMID: 35202250 PMCID: PMC8876624 DOI: 10.3390/toxics10020064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 01/25/2022] [Accepted: 01/29/2022] [Indexed: 12/21/2022]
Abstract
Medical psychotropics are widely used and prescribed in developed countries. These medications may have an impairing effect on mood or perception and may induce harmful behaviors. Nevertheless, in Europe, studies on their importance from a medico-legal perspective are scarce. To fill this gap, we evaluate the determinants of these drugs in a retrospective study based on data obtained from forensic autopsies. Toxicological analyses were performed on 394 blood samples from compulsory autopsies at the Institute of Legal Medicine of Las Palmas. Of the samples, 41% (159) were positive for at least one psychotropic, with benzodiazepines being the most frequently detected (24.1%), followed by opiates and antidepressants. Benzodiazepines, opiates, and antidepressants were detected more frequently in men who suffered a violent death. More than 30% of the positive samples showed two or more drugs, suggesting a prevalence of polypharmacy among forensic autopsy subjects, with the most frequently combination found being benzodiazepines plus opiates (28.3% of positive samples). A combination of opiates plus antidepressants was also found in subjects involved in violent deaths. Our results suggest that more than 40% of the adult European population involved in medico-legal issues may be under the influence of legal psychotropics. The link between violent deaths and the use of medical psychotropics is particularly worrisome and indicates that these drugs should be carefully monitored in developed countries, in all forensic autopsies, in a similar way to illegal psychotropics.
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Affiliation(s)
- Maira Almeida-González
- Institute of Legal Medicine of Las Palmas, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (M.A.-G.); (L.D.B.); (E.Z.)
- Toxicology Unit, Research Institute of Biomedical and Health Sciences (IUIBS), Universidad de Las Palmas de Gran Canaria, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (O.P.L.); (M.P.Q.-M.); (M.Z.)
| | - Luis D. Boada
- Institute of Legal Medicine of Las Palmas, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (M.A.-G.); (L.D.B.); (E.Z.)
- Toxicology Unit, Research Institute of Biomedical and Health Sciences (IUIBS), Universidad de Las Palmas de Gran Canaria, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (O.P.L.); (M.P.Q.-M.); (M.Z.)
| | - Luis Alberto Henríquez-Hernández
- Toxicology Unit, Research Institute of Biomedical and Health Sciences (IUIBS), Universidad de Las Palmas de Gran Canaria, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (O.P.L.); (M.P.Q.-M.); (M.Z.)
- Correspondence: ; Tel.: +34-928-451-461
| | - Octavio P. Luzardo
- Toxicology Unit, Research Institute of Biomedical and Health Sciences (IUIBS), Universidad de Las Palmas de Gran Canaria, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (O.P.L.); (M.P.Q.-M.); (M.Z.)
| | - Enrique Zaragoza
- Institute of Legal Medicine of Las Palmas, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (M.A.-G.); (L.D.B.); (E.Z.)
| | - Guillermo Burillo-Putze
- Emergency Department, Hospital Universitario de Canarias, Carretera Ofra S/N, 38320 San Cristóbal de La Laguna, Spain;
| | - María P. Quintana-Montesdeoca
- Toxicology Unit, Research Institute of Biomedical and Health Sciences (IUIBS), Universidad de Las Palmas de Gran Canaria, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (O.P.L.); (M.P.Q.-M.); (M.Z.)
| | - Manuel Zumbado
- Toxicology Unit, Research Institute of Biomedical and Health Sciences (IUIBS), Universidad de Las Palmas de Gran Canaria, Paseo Blas Cabrera s/n, 35016 Las Palmas de Gran Canaria, Spain; (O.P.L.); (M.P.Q.-M.); (M.Z.)
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Schepis TS, Ford JA, Wastila L, McCabe SE. Opioid-involved prescription drug misuse and poly-prescription drug misuse in U.S. older adults. Aging Ment Health 2021; 25:2365-2373. [PMID: 33131295 PMCID: PMC8088443 DOI: 10.1080/13607863.2020.1839859] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
OBJECTIVES Although older adult prescription drug misuse (PDM) is associated with concerning consequences, stimulant PDM and poly- PDM involving multiple medication classes each remain understudied. Our objectives were to examine PDM and poly-PDM prevalence by medication class in US older adults and to identify the mental health, SUD, and health-related quality-of-life correlates of poly-PDM. METHOD Data were from adults 50 and older completing the National Epidemiologic Survey on Alcohol and Related Conditions-III, (N = 14,667). Prevalence of PDM and poly-PDM by medication class was estimated. Logistic regression established odds of four SUD diagnoses, five psychopathology diagnoses and lifetime suicide attempts; linear regression evaluated health-related quality-of-life by PDM/poly-PDM status. RESULTS Past-year PDM abstinence increased with age (50-54 years: 80.5%; 80 and older: 96.0%), while poly-PDM declined; past-year stimulant PDM was rare (≤0.6%), except when combined with opioid and tranquilizer/sedative PDM. Compared to no past-year PDM, both past-year opioid-only PDM and opioid-involved poly-PDM were associated with poorer health-related quality-of-life and greater odds of psychopathology and SUD, with the highest odds in poly-PDM. CONCLUSION The presence of any opioid-involved PDM in older adults highlights screening for SUD, psychopathology, and other medical conditions, with the most significant intervention needs likely in those with opioid-involved poly-PDM.
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Affiliation(s)
- Ty S. Schepis
- Department of Psychology, Texas State University, San Marcos, Texas, USA
| | - Jason A. Ford
- Department of Sociology, University of Central Florida, Orlando, Florida, USA
| | - Linda Wastila
- Peter Lamy Center on Drug Therapy and Aging, and Department of Pharmaceutical Health Services Research, School of Pharmacy, University of Maryland, Baltimore, Maryland
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan,Institute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan,Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan,Institute for Social Research, University of Michigan, Ann Arbor, Michigan
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El Hayek S, Geagea L, El Bourji H, Kadi T, Talih F. Prevention Strategies of Alcohol and Substance Use Disorders in Older Adults. Clin Geriatr Med 2021; 38:169-179. [PMID: 34794700 DOI: 10.1016/j.cger.2021.07.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Older adults are increasingly engaging in unhealthy substance use. Owing to aging and comorbid medical conditions, older adults are at increased risk of adverse effects from alcohol, tobacco, and illicit drug use. Preventative measures, regular screening, and appropriate intervention can protect older adults from the negative outcomes of substance use and potentially improve their quality of life. This article reviews the latest trends of substance use in older adults, impact on health, and the best practice approaches for the clinical assessment of substance use disorders in this age group.
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Affiliation(s)
- Samer El Hayek
- Department of Psychiatry, American University of Beirut, P.O. Box: 11-0236, Riad El-Solh 1107 2020, Beirut, Lebanon. https://twitter.com/samerelhayek
| | - Luna Geagea
- Department of Psychiatry, American University of Beirut, P.O. Box: 11-0236, Riad El-Solh 1107 2020, Beirut, Lebanon
| | | | - Tamara Kadi
- American University of Beirut, Beirut, Lebanon
| | - Farid Talih
- Department of Psychiatry, American University of Beirut, P.O. Box: 11-0236, Riad El-Solh 1107 2020, Beirut, Lebanon.
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20
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Śmigielski W, Małek K, Jurczyk T, Korczak K, Gajda R, Cicha-Mikołajczyk A, Piwoński J, Śmigielska-Kolańska J, Śmigielski J, Drygas W, Gałecki P. Suicide Risk Factors among Polish Adults Aged 65 or Older in 2000-2018 Compared with Selected Countries Worldwide. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:9921. [PMID: 34574845 PMCID: PMC8465742 DOI: 10.3390/ijerph18189921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 09/14/2021] [Accepted: 09/16/2021] [Indexed: 11/17/2022]
Abstract
The aim of this study was to determine the tendencies of change in suicide frequency among Polish adults aged 65 or older, recognize the importance of available socio-demographic data (age, sex, marital status, and education attainment level) and provide an in-depth psychological understanding of the obtained results. We analysed the influence of education and marital status on suicide risk in the Polish adult population aged 65 or older, which has not been previously presented in publications related to the Central Statistical Office or any other research. Our results indicated that male adults aged 65 or older that were single or divorced and with a lower education had a higher risk of death by suicide. In female adults aged 65 or older, those with higher education and who were divorced or married had a higher risk of fatal suicide behaviour meanwhile, single women and widows had a lower risk. The dominant method of suicide among Polish older adults was suicide by hanging, regardless of sex; female older adults were more likely to die by suicide by poisoning or jumping from a height, and male older adults were more likely to die by shooting with a firearm. Although data from recent years highlights a downward trend for suicide rates in Polish older adults, the problem cannot be considered solved.
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Affiliation(s)
- Witold Śmigielski
- Department of Demography, University of Lodz, 41, Rewolucji 1905 St., 90-214 Lodz, Poland
- Department of Epidemiology Cardiovascular Disease Prevention and Health Promotion, The Cardinal Stefan Wyszyński National Institute of Cardiology, 42 Alpejska St., 04-628 Warsaw, Poland; (A.C.-M.); (J.P.); (W.D.)
| | - Karolina Małek
- Faculty of Psychology, Warsaw University, 26/28 Krakowskie Przedmieście St., 00-927 Warsaw, Poland;
- The Specialist Family Clinic of Bemowo District in the Capital City of Warsaw, Gen. T. Pełczyńskiego 28 E. St., 01-471 Warsaw, Poland;
| | - Tomasz Jurczyk
- The Specialist Family Clinic of Bemowo District in the Capital City of Warsaw, Gen. T. Pełczyńskiego 28 E. St., 01-471 Warsaw, Poland;
| | - Karol Korczak
- Department of Computer Science in Economics, University of Lodz, 41 Rewolucji 1905 St., 90-214 Lodz, Poland;
| | - Robert Gajda
- Center for Sports Cardiology at the Gajda-Med Medical Center in Pułtusk, Piotra Skargi 23/29 St., 06-100 Pułtusk, Poland;
| | - Alicja Cicha-Mikołajczyk
- Department of Epidemiology Cardiovascular Disease Prevention and Health Promotion, The Cardinal Stefan Wyszyński National Institute of Cardiology, 42 Alpejska St., 04-628 Warsaw, Poland; (A.C.-M.); (J.P.); (W.D.)
| | - Jerzy Piwoński
- Department of Epidemiology Cardiovascular Disease Prevention and Health Promotion, The Cardinal Stefan Wyszyński National Institute of Cardiology, 42 Alpejska St., 04-628 Warsaw, Poland; (A.C.-M.); (J.P.); (W.D.)
| | - Joanna Śmigielska-Kolańska
- Specialist Psychiatric Health Center in Lodz, Babiński Hospital, 159 Aleksandrowska St., 91-229 Lodz, Poland;
| | - Janusz Śmigielski
- Department of Health Sciences, State University of Applied Sciences in Konin, 1 Przyjaźni St., 62-510 Konin, Poland;
| | - Wojciech Drygas
- Department of Epidemiology Cardiovascular Disease Prevention and Health Promotion, The Cardinal Stefan Wyszyński National Institute of Cardiology, 42 Alpejska St., 04-628 Warsaw, Poland; (A.C.-M.); (J.P.); (W.D.)
- Department of Preventive and Social Medicine, Medical University of Lodz, 4 Tadeusza Kościuszki St., 90-419 Lodz, Poland
| | - Piotr Gałecki
- Department of Adult Psychiatry, Medical University of Lodz, 4 Tadeusza Kościuszki St., 90-419 Lodz, Poland;
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21
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Dufort A, Samaan Z. Problematic Opioid Use Among Older Adults: Epidemiology, Adverse Outcomes and Treatment Considerations. Drugs Aging 2021; 38:1043-1053. [PMID: 34490542 PMCID: PMC8421190 DOI: 10.1007/s40266-021-00893-z] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/15/2021] [Indexed: 11/23/2022]
Abstract
With the aging population, an increasing number of older adults (> 65 years) will be affected by problematic opioid use and opioid use disorder (OUD), with both illicit and prescription opioids. Problematic opioid use is defined as the use of opioids resulting in social, medical or psychological consequences, whereas OUD is a form of problematic use that meets diagnostic criteria as defined by the Diagnostic and Statistical Manual of Mental Disorders, 5th Edition. Problematic use of opioids by older adults is associated with a number of pertinent adverse effects, including sedation, cognitive impairment, falls, fractures and constipation. Risk factors for problematic opioid use in this population include pain, comorbid medical illnesses, concurrent alcohol use disorder and depression. Treatment of OUD consists of acute detoxification and maintenance therapy. At this time, there have been no randomized controlled trials examining the effectiveness of pharmacological interventions for OUD in this population, with recommendations based on data from younger adults. Despite this, opioid agonist therapy (OAT) is recommended for both stages of treatment in older adults with OUD. Buprenorphine is recommended as a first line agent over methadone in the older adult population, due to a more favourable safety profile and relative accessibility. Use of methadone in this population is complicated by risk of QT interval prolongation and respiratory depression. Available observational data suggests that older adults respond well to OAT and age should not be a barrier to treatment. Further research is required to inform treatment decisions in this population.
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Affiliation(s)
- Alexander Dufort
- Department of Psychiatry and Behavioural Neurosciences, St. Joseph's Healthcare Hamilton, McMaster University, West 5th Campus, Administration-B3, 100 West 5th, Hamilton, ON, L8N 3K7, Canada.
| | - Zainab Samaan
- Department of Psychiatry and Behavioural Neurosciences, St. Joseph's Healthcare Hamilton, McMaster University, West 5th Campus, Administration-B3, 100 West 5th, Hamilton, ON, L8N 3K7, Canada.,Department of Health Research Methods, Evidence, and Impact (HEI), McMaster University, Hamilton, ON, Canada
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22
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Cimarolli VR, Burack O, Minahan J, Hennessa A, Stone R, Shi X. Participation in a Substance Misuse Intervention in Post-acute Care Is Associated With More Optimal Rehabilitation Outcomes. THE GERONTOLOGIST 2021; 61:787-796. [PMID: 32776123 DOI: 10.1093/geront/gnaa101] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Alcohol and substance misuse is prevalent among older adults, yet underdiagnosed and undertreated. More substance misuse intervention programs specifically designed for older adults and offered in various settings are needed. This project's objectives were to (a) provide a detailed description of a Geriatric Substance Abuse Recovery Program (GSARP) designed and implemented at post-acute rehabilitation units of a skilled nursing facility and (b) report findings of a study conducted to evaluate if GSARP participation among post-acute care patients with substance misuse issues can optimize rehabilitation outcomes (i.e., being discharged home vs. another setting). RESEARCH DESIGN AND METHODS A pretest-posttest study design with data obtained from patients' electronic medical record upon facility admission, during post-acute stay, and after discharge (N = 271). Based on Andersen's model of health care utilization, we investigated which predisposing factors (e.g., ethnicity), enabling factors (e.g., cognition and social support), and need-related factors (e.g., activities of daily living functioning), as well as health behaviors (e.g., GSARP participation) predicted likelihood of being discharged home versus another discharge setting. RESULTS Patients participating in the GSARP and patients who received social support from family members and friends during their post-acute stay were more likely to be discharged home. Patients with severe cognitive impairment were less likely to be discharged home. DISCUSSION AND IMPLICATIONS The GSARP eliminates some common barriers often encountered in the screening and delivery process of substance misuse interventions for older adults. Findings support the effectiveness of the GSARP in optimizing rehabilitation outcomes for older adults with substance misuse issues.
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Affiliation(s)
| | - Orah Burack
- Research Institute on Aging, The New Jewish Home, New York
| | | | | | - Robyn Stone
- LeadingAge LTSS Center @UMass Boston, Washington, District of Columbia
| | - Xiaomei Shi
- LeadingAge LTSS Center @UMass Boston, Massachusetts
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23
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Au VYO, Rosic T, Sanger N, Hillmer A, Chawar C, Worster A, Marsh DC, Thabane L, Samaan Z. Factors associated with opioid overdose during medication-assisted treatment: How can we identify individuals at risk? Harm Reduct J 2021; 18:71. [PMID: 34238301 PMCID: PMC8265117 DOI: 10.1186/s12954-021-00521-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 06/28/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Due to the loss of tolerance to opioids during medication-assisted treatment (MAT), this period may represent a time of heightened risk for overdose. Identifying factors associated with increased risk of overdose during treatment is therefore paramount to improving outcomes. We aimed to determine the prevalence of opioid overdoses in patients receiving MAT. Additionally, we explored factors associated with opioid overdose during MAT and the association between length of time enrolled in MAT and overdose. METHODS Data were collected prospectively from 2360 participants receiving outpatient MAT in Ontario, Canada. Participants were divided into three groups by overdose status: no history of overdose, any lifetime history of overdose, and emergency department visit for opioid overdose in the last year. We used a multivariate multinomial regression model to assess demographic and clinical factors associated with overdose status. RESULTS Twenty-four percent of participants reported a lifetime history of overdose (n = 562), and 8% reported an emergency department (ED) visit for opioid overdose in the last year (n = 179). Individuals with a recent ED visit for opioid overdose were in treatment for shorter duration (odds ratio [OR] 0.92, 95% confidence interval [CI] 0.87, 0.97, p = 0.001). Individuals with a lifetime or recent history of overdose were more likely to be younger in age (OR 0.93, 95% CI 0.89, 0.98, p = 0.007 and OR 0.84, 95% CI 0.77, 0.92, p < 0.001, respectively), report more physical symptoms (OR 1.02, 95% CI 1.01, 1.03, p = 0.005 and OR 1.03, 95% CI 1.01, 1.05, p = 0.005, respectively), and had higher rates of non-prescription benzodiazepine use (OR 1.87, 95% CI 1.32, 2.66, p < 0.001 and OR 2.34, 95% CI 1.43, 3.81, p = 0.001, respectively) compared to individuals with no history of overdose. CONCLUSIONS A considerable number of patients enrolled in MAT have experienced overdose. Our study highlights that there are identifiable factors associated with a patient's overdose status that may represent areas for intervention. In particular, longer duration in MAT is associated with a decreased risk of overdose.
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Affiliation(s)
- Vivian Y O Au
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | - Tea Rosic
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, 100 West 5th St, Hamilton, ON, L8N 3K7, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | - Nitika Sanger
- Medical Sciences Graduate Program, McMaster University, Hamilton, ON, Canada
| | - Alannah Hillmer
- Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada
| | - Caroul Chawar
- Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada
| | - Andrew Worster
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - David C Marsh
- Northern Ontario School of Medicine, Sudbury, ON, Canada
- Canadian Addiction Treatment Centres, Markham, ON, Canada
- ICES North, Sudbury, ON, Canada
| | - Lehana Thabane
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
- Biostatistics Unit, Research Institute At St Joseph's Healthcare, Hamilton, ON, Canada
| | - Zainab Samaan
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, 100 West 5th St, Hamilton, ON, L8N 3K7, Canada.
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.
- Population Genomics Program, McMaster University, Hamilton, ON, Canada.
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24
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Abstract
OBJECTIVES Roughly 6.5 million US residents engaged in prescription tranquilizer/sedative (eg, benzodiazepines, Z-drugs) misuse in 2018, but tranquilizer/sedative misuse motives are understudied, with a need for nationally representative data and examinations of motives by age group. Our aims were to establish tranquilizer/sedative misuse motives and correlates of motives by age cohort, and whether motive-age cohort interactions existed by correlate. METHODS Data were from the 2015 to 2018 US National Survey on Drug Use and Health, with 223,520 total respondents (51.5% female); 6580 noted past-year prescription tranquilizer/sedative misuse motives (2.4% overall, 50.3% female). Correlates included substance use (eg, opioid misuse), mental (eg, suicidal ideation) and physical health variables (e.g., inpatient hospitalization). Design-based, weighted cross-tabulations and logistic regression analyses were used, including analyses of age cohort-motive interactions for each correlate. RESULTS Prescription tranquilizer/sedative misuse motives varied by age group, with the highest rates of self-treatment only motives (ie, sleep and/or relax) in those 65 and older (82.7%), and the highest rates of any recreational motives in adolescents (12-17 years; 67.5%). Any tranquilizer/sedative misuse was associated with elevated odds of substance use, mental health, and physical health correlates, but recreational misuse was associated with the highest odds. Age-based interactions suggested stronger relationships between tranquilizer/sedative misuse and mental health in adults 50 and older. CONCLUSIONS Any tranquilizer/sedative misuse signals a need for substance use and mental health screening, with intervention needs most acute in those with any recreational motives. Older adult tranquilizer/sedative misuse may be more driven by undertreated insomnia and anxiety/psychopathology than in younger groups.
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25
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Schepis TS, Wastila L, Ammerman B, McCabe VV, McCabe SE. Prescription Opioid Misuse Motives in US Older Adults. PAIN MEDICINE 2021; 21:2237-2243. [PMID: 31816076 DOI: 10.1093/pm/pnz304] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVES To evaluate age-based differences in prescription opioid misuse (POM) motives and to evaluate substance use and mental and physical health correlates of POM motive categories in older adults. DESIGN Data were from the National Survey on Drug Use and Health (NSDUH), a nationally representative US survey. SETTING The NSDUH is a household survey. SUBJECTS A total of 5,826 US residents with past-year POM; 415 were 50 years and older (7.1%). METHODS Nine POM motives were assessed among those engaged in past-year POM, grouped into three categories: solely physical pain relief, solely non-pain relief, or mixed motives. Prevalence of POM motives were calculated by age group, with logistic models examining age-based differences. Finally, odds of substance use and mental and physical health correlates by motive category were calculated via logistic models in older adults. RESULTS POM motivated solely by physical pain relief increased from 35.1% in young adults to 65.4% in older adults; in older adults, 84.7% of POM episodes involved pain relief as a motive. POM for solely non-pain relief or mixed motives was associated with greater odds, vs pain relief only, of past-year benzodiazepine misuse (odds ratio [OR] = 4.43 and 6.15, respectively), any substance use disorder (OR = 5.57 and 5.60, respectively), and suicidal ideation (OR = 4.05 and 3.56, respectively) in older adults. CONCLUSIONS . POM motives change over the lifespan, with increasing POM for pain relief with aging. Comprehensive nonopioid pain management is needed for those engaged in POM for pain relief, and substance use and mental health treatment are needed for those with non-pain relief motives.
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Affiliation(s)
- Ty S Schepis
- Department of Psychology, Texas State University, San Marcos, Texas
| | - Linda Wastila
- Peter Lamy Center on Drug Therapy and Aging, and Department of Pharmaceutical Health Services Research, School of Pharmacy, University of Maryland, Baltimore, Maryland
| | - Beth Ammerman
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan
| | - Vita V McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan.,St. Joseph Mercy Ann Arbor, St. Joseph Mercy Health System, Ypsilanti, Michigan
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan.,Institute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan.,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan.,Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA.,Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA
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26
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Mannelli P. Heroin Use in Older Adults: A Treatment Challenge. Am J Geriatr Psychiatry 2021; 29:426-428. [PMID: 33640267 DOI: 10.1016/j.jagp.2021.02.039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 02/01/2021] [Indexed: 11/26/2022]
Affiliation(s)
- Paolo Mannelli
- Department of Psychiatry and Behavioral Sciences (PM), Duke University Medical Center, Durham, NC.
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27
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Mason M, Welch SB, McLone S, Bartell T, Lank PM, Sheehan K, Post LA. A cross-sectional study of opioid involvement in non-poisoning suicide - risks and prevention opportunities. BMC Public Health 2021; 21:767. [PMID: 33882873 PMCID: PMC8060995 DOI: 10.1186/s12889-021-10792-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 04/05/2021] [Indexed: 11/24/2022] Open
Abstract
Objective To examine prevalence, demographic, and incident factors associated with opioid-positivity in Illinois suicide decedents who died by causes other than poisoning. Method Cross-sectional study of Illinois’ suicide decedents occurring between January 2015 and December 2017. Data come from the National Violent Death Reporting System. We used Chi-square tests to compare decedent and incident circumstance characteristics by opioid toxicology screen status. Incident narratives were analyzed to obtain physical and mental health histories and circumstances related to fatal injury events. Results Of 1007 non-poisoning suicide decedents screened for opioids, 16.4% were opioid-positive. White race, age 75 and over, and widowed or unknown marital status were associated with opioid-positivity. Among opioid-positive decedents, 25% had a history of substance use disorder (SUD), 61% depression, and 19% anxiety. The majority (52%) of opioid-positive decedents died by firearm, a higher percentage than opioid-negative decedents. Conclusion The opioid overdose crisis largely has not overlapped with non-poisoning suicide in this study. Overall, our analyses have not identified additional risk factors for suicide among opioid-positive suicide decedents. However, the overlap between opioid-positivity, SUD, and physical and mental health problems found among decedents in our data suggest several suicide prevention opportunities. These include medication assisted treatment for SUD which has been shown to reduce suicide, screening for opioid/benzodiazepine overlap, and limiting access to lethal means during opioid use. Improved death scene investigations for substances and use of the Prescription Drug Monitoring Program to document prescriptions are needed to further understanding of the role of substances in non-poisoning suicide.
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Affiliation(s)
- Maryann Mason
- Buehler Center for Health Policy and Economics, Feinberg School of Medicine, Northwestern University, 420 E. Superior St., Chicago, IL, 60611, USA.
| | - Sarah B Welch
- Buehler Center for Health Policy and Economics, Feinberg School of Medicine, Northwestern University, 420 E. Superior St., Chicago, IL, 60611, USA
| | - Suzanne McLone
- Smith Child Health Research, Outreach and Advocacy Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL, 60611, USA
| | - Tami Bartell
- Smith Child Health Research, Outreach and Advocacy Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL, 60611, USA
| | - Patrick M Lank
- Feinberg School of Medicine, Northwestern University, 420 E. Superior St., Chicago, IL, 60611, USA
| | - Karen Sheehan
- Smith Child Health Research, Outreach and Advocacy Center, Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 E. Chicago Ave., Chicago, IL, 60611, USA.,Feinberg School of Medicine, Northwestern University, 420 E. Superior St., Chicago, IL, 60611, USA
| | - Lori Ann Post
- Buehler Center for Health Policy and Economics, Feinberg School of Medicine, Northwestern University, 420 E. Superior St., Chicago, IL, 60611, USA
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28
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Xie B, Fan B, Wang W, Li W, Lu C, Guo L. Sex differences in the associations of nonmedical use of prescription drugs with self-injurious thoughts and behaviors among adolescents: A large-scale study in China. J Affect Disord 2021; 285:29-36. [PMID: 33621712 DOI: 10.1016/j.jad.2021.02.034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 02/05/2021] [Accepted: 02/09/2021] [Indexed: 11/20/2022]
Abstract
Background To investigate the sex differences in the associations of nonmedical use of opioids and sedatives with non-suicidal self-injury (NSSI), suicidal thoughts, and suicide attempts. Methods This study presents secondary analyses of the 2015 National School-based Chinese Adolescents Health Survey. A total of 152, 527 students (aged 10-20 years) completing standard questionnaires were included in analyses. Appropriate sampling weights were utilized. Results After adjusting for the demographic profile, academic pressure, and depressive symptoms, nonmedical use of opioids (adjusted odds ratio [aOR]=1.82, 95% confidence interval [CI]=1.69~1.96) and sedatives (aOR=2.03, 95% CI=1.90~2.18) remain positively associated with NSSI, and adolescents who reported opioids or sedatives misuse were at a higher risk for suicidal thoughts and suicide attempts. A significant sex difference was found in the effects of nonmedical use of sedatives on NSSI, with the effects in girls stronger than that in boys (Ratio of two odds ratio [ROR]=1.18, P=0.011). Girls reporting nonmedical use of opioids and sedatives also had an increased risk of suicidal thoughts than boys (opioids misuse: ROR=1.25, P=0.002; sedatives misuse: ROR=1.21, P=0.006). Limitations Causal inference could not be tested due to the cross-sectional design. Conclusion Although nonmedical use of opioids or sedatives was associated with the increased risks of NSSI, suicidal thoughts, and suicide attempts among both boys and girls, there exist significant sex differences in these associations, and girls exhibited a higher risk of NSSI and suicidal thoughts than boys. Intervention strategies are needed to help vulnerable adolescents (e.g., those involved in NMUPD), with a focus on girls.
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Affiliation(s)
- Bo Xie
- Department of Psychiatry, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Beifang Fan
- Department of Psychiatry, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Wanxin Wang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China; Guangdong Engineering Technology Research Center of Nutrition Translation, Guangzhou 510080, China
| | - Wenyan Li
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China; Guangdong Engineering Technology Research Center of Nutrition Translation, Guangzhou 510080, China
| | - Ciyong Lu
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China; Guangdong Engineering Technology Research Center of Nutrition Translation, Guangzhou 510080, China
| | - Lan Guo
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China.
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29
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O'Brien P, Henke RM, Schaefer MB, Lin J, Creedon TB. Adverse events among adult Medicaid enrollees with opioid use disorder and co-occurring substance use disorders. Drug Alcohol Depend 2021; 221:108555. [PMID: 33596496 DOI: 10.1016/j.drugalcdep.2021.108555] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 01/02/2021] [Accepted: 01/04/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND It is common for adults with opioid use disorder (OUD) to misuse additional substances, and these individuals may be particularly at risk for adverse events, including mortality. Less is known about how continued receipt of prescription opioids or risk of adverse events (e.g., suicidality, overdose, poisoning) differs for people with co-occurring OUD and additional substance use disorders (SUDs). METHODS We conducted a retrospective study using IBM® MarketScan® Multi-State Medicaid Database enrollment/claims data. We used logistic regression to measure the association between sample characteristics and our dependent variables. The sample consisted of non-Medicare-eligible adults aged 18-64 years who were continuously enrolled in Medicaid in 2016-2017 with an OUD diagnosis on at least one claim in 2016. RESULTS Adults with OUD and a co-occurring SUD were more likely than adults with OUD only to have an opioid-related poisoning event (odds ratio [OR] = 1.488, p = .0052), all-cause poisoning (OR = 1.756, p < .0001), or suicidal ideation (OR = 1.796, p < .0001) but not to receive ongoing opioid prescriptions (OR = 0.973, p = .1626). Adverse events varied by OUD-SUD combination. For example, adults with OUD and cocaine use disorder had the highest odds of all-cause (OR = 2.393, p < .0001) or opioid-related (OR = 1.890, p = .0027) poisoning among those with a drug-specific diagnosis and were most likely to be diagnosed with suicidal ideation (OR = 2.465, p < .0001). CONCLUSIONS This study provides evidence that adults with OUD and a co-occurring additional SUD have increased risk for several adverse events. Multisubstance use should be screened for and identified to determine the most appropriate course of treatment.
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Affiliation(s)
- Peggy O'Brien
- IBM Watson Health, 5425 Hollister Avenue, Suite 140, Santa Barbara, CA 93111, USA.
| | | | | | - Janice Lin
- IBM Watson Health, 7700 Old Georgetown Road, Suite 650, Bethesda, MD 20814, USA
| | - Timothy B Creedon
- Health Equity Research Lab, Cambridge Health Alliance, 1035 Cambridge Street, Cambridge, MA 02141, USA.
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30
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Wilkins NJ, Clayton H, Jones CM, Brown M. Current Prescription Opioid Misuse and Suicide Risk Behaviors Among High School Students. Pediatrics 2021; 147:e2020030601. [PMID: 33648949 PMCID: PMC8555741 DOI: 10.1542/peds.2020-030601] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/04/2020] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVES In previous studies, researchers have reported that youth with a lifetime history of prescription opioid misuse (POM) are at an increased risk for suicidal ideation, planning, and attempts. In this study, we investigate whether the association between youth POM and suicide outcomes differs by recency of POM (ie, none, past, or current misuse). METHODS In this report, we use data from the 2019 Youth Risk Behavior Survey to examine associations between recency of POM (current POM, past POM, and no POM) and suicide risk behaviors among US high school students. RESULTS After controlling for demographics, alcohol, and other drug use, both current POM and past POM were significantly associated with all suicide risk behaviors compared with no POM. Students who reported current POM had the highest adjusted prevalence ratios (aPRs) for suicidal ideation (aPR: 2.30; 95% confidence interval [CI] 1.97-2.69), planning (aPR: 2.33; 95% CI 1.99-2.79), attempts (aPR: 3.21; 95% CI 2.56-4.02), and feeling sad or hopeless (aPR: 1.59; 95% CI 1.37-1.84). Students who reported current POM also were significantly more likely than youth who reported past POM to report that they had seriously considered attempting suicide, made a suicide plan, and attempted suicide. CONCLUSIONS Although POM, particularly current POM, is associated with increases in the risk for suicide-related behaviors and experiences of youth, comprehensive prevention approaches that address the intersections between suicide and POM provide a promising path forward for addressing these public health challenges among youth.
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Affiliation(s)
- Natalie J Wilkins
- Division of Adolescent and School Health, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia; and
| | | | - Christopher M Jones
- Office of the Director, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
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Choflet A, Davidson J, Lee KC, Ye G, Barnes A, Zisook S. A comparative analysis of the substance use and mental health characteristics of nurses who complete suicide. J Clin Nurs 2021; 30:1963-1972. [PMID: 33763857 DOI: 10.1111/jocn.15749] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 03/02/2021] [Indexed: 12/11/2022]
Abstract
AIMS AND OBJECTIVES To describe the substance use and mental health characteristics of nurses who complete suicide compared to non-nurses. BACKGROUND Nurses are at higher risk of suicide than the general population. The relationship between substance use, mental health and suicide in a large sample of nurses in the USA has not been previously described. DESIGN Retrospective observational quantitative analysis. METHODS Suicide data were retrospectively analysed in the Centers for Disease Control and Prevention National Violent Death Reporting System from 2003 to 2017. Data were compared between nurses who died by suicide (n = 2,306) and non-nurses who died by suicide (n = 185,620) using odds ratios calculations and chi-square test of proportions to detect independent risk factors of suicide completion in nurses. This study followed the STROBE guidelines. RESULTS Significant differences between nurses and non-nurses were found. Among decedents for whom substances were implicated as a cause of death, nurses were far more likely to be positive at the time of death for almost all substance classifications. Both male and female nurses were more likely than non-nurses to have a mental health problem reported. Among both female and male nurses, job problems were more prevalent compared to non-nurses (12.8% and 19.9% versus 7.2% and 11.9%, respectively). Female nurses were more likely to have a physical health problem compared to female non-nurses, male nurses and male non-nurses (26.2% versus 21.3%, 22% and 20.4%). CONCLUSION Unique relationships between substance use and mental health exist among nurses who complete suicide which may offer specific opportunities for interventions to reduce suicide. RELEVANCE TO CLINICAL PRACTICE Efforts to address workplace stress, facilitate self-referral for risky substance use, encourage mental health treatment and reduce the stigma associated with seeking help all offer potential interventions to reduce nurse suicide.
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Affiliation(s)
| | - Judy Davidson
- University of California San Diego, San Diego, CA, USA
| | - Kelly C Lee
- University of California San Diego, San Diego, CA, USA
| | - Gordon Ye
- University of California San Diego, San Diego, CA, USA
| | | | - Sidney Zisook
- University of California San Diego, San Diego, CA, USA
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Logan JE, Ertl AM, Rostad WL, Herbst JH, Ashby Plant E. Shared correlates of prescription drug misuse and severe suicide ideation among clinical patients at risk for suicide. Suicide Life Threat Behav 2020; 50:1276-1287. [PMID: 32860264 PMCID: PMC7754473 DOI: 10.1111/sltb.12685] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/29/2020] [Accepted: 06/29/2020] [Indexed: 12/26/2022]
Abstract
OBJECTIVE Unintentional drug overdose and suicide have emerged as public health problems. Prescription drug misuse can elevate risk of overdose. Severe suicidal ideation increases risk of suicide. We identified shared correlates of both risk factors to inform cross-cutting prevention efforts. METHODS We conducted a cross-sectional study using the Military Suicide Research Consortium's Common Data Elements survey; 2012-2017 baseline data collected from 10 research sites were analyzed. The sample included 3962 clinical patients at risk of suicide. Factors examined in relation to the outcomes, prescription drug misuse and severe suicidal ideation, included demographic characteristics and symptoms of: hopelessness; anxiety; post-traumatic stress disorder; alcohol use; other substance use; prior head/neck injury; insomnia; and belongingness. Poisson regression models with robust estimates provided adjusted prevalence ratios (aPRs) and 97.5% confidence intervals (CIs). RESULTS Medium and high (vs. low) levels of insomnia were positively associated with prescription drug misuse (aPRs p < 0.025). Medium (vs. low) level of insomnia was positively associated with severe suicidal ideation (aPR: 1.09; CI: 1.01-1.18). Medium and high (vs. low) levels of perceived belongingness were inversely associated with both outcomes (aPRs p < 0.025). CONCLUSIONS Research should evaluate whether addressing sleep problems and improving belongingness can reduce prescription drug misuse and suicidal ideation simultaneously.
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Affiliation(s)
- Joseph E. Logan
- Centers for Disease Control and Prevention (CDC)Division of Violence PreventionNational Center for Injury Prevention and Control4770 Buford Hwy NEAtlantaGeorgia30341USA
| | - Allison M. Ertl
- Centers for Disease Control and Prevention (CDC)Division of Violence PreventionNational Center for Injury Prevention and Control4770 Buford Hwy NEAtlantaGeorgia30341USA
| | - Whitney L. Rostad
- Centers for Disease Control and Prevention (CDC)Division of Violence PreventionNational Center for Injury Prevention and Control4770 Buford Hwy NEAtlantaGeorgia30341USA
| | - Jeffrey H. Herbst
- Centers for Disease Control and Prevention (CDC)Division of Violence PreventionNational Center for Injury Prevention and Control4770 Buford Hwy NEAtlantaGeorgia30341USA
| | - E. Ashby Plant
- Department of PsychologyFlorida State University1107 W. Call StreetTallahasseeFlorida32306USA
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Montiel Ishino FA, McNab PR, Gilreath T, Salmeron B, Williams F. A comprehensive multivariate model of biopsychosocial factors associated with opioid misuse and use disorder in a 2017-2018 United States national survey. BMC Public Health 2020; 20:1740. [PMID: 33208132 PMCID: PMC7672927 DOI: 10.1186/s12889-020-09856-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 11/08/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Few studies have comprehensively and contextually examined the relationship of variables associated with opioid use. Our purpose was to fill a critical gap in comprehensive risk models of opioid misuse and use disorder in the United States by identifying the most salient predictors. METHODS A multivariate logistic regression was used on the 2017 and 2018 National Survey on Drug Use and Health, which included all 50 states and the District of Columbia of the United States. The sample included all noninstitutionalized civilian adults aged 18 and older (N = 85,580; weighted N = 248,008,986). The outcome of opioid misuse and/or use disorder was based on reported prescription pain reliever and/or heroin use dependence, abuse, or misuse. Biopsychosocial predictors of opioid misuse and use disorder in addition to sociodemographic characteristics and other substance dependence or abuse were examined in our comprehensive model. Biopsychosocial characteristics included socioecological and health indicators. Criminality was the socioecological indicator. Health indicators included self-reported health, private health insurance, psychological distress, and suicidality. Sociodemographic variables included age, sex/gender, race/ethnicity, sexual identity, education, residence, income, and employment status. Substance dependence or abuse included both licit and illicit substances (i.e., nicotine, alcohol, marijuana, cocaine, inhalants, methamphetamine, tranquilizers, stimulants, sedatives). RESULTS The comprehensive model found that criminality (adjusted odds ratio [AOR] = 2.58, 95% confidence interval [CI] = 1.98-3.37, p < 0.001), self-reported health (i.e., excellent compared to fair/poor [AOR = 3.71, 95% CI = 2.19-6.29, p < 0.001], good [AOR = 3.43, 95% CI = 2.20-5.34, p < 0.001], and very good [AOR = 2.75, 95% CI = 1.90-3.98, p < 0.001]), no private health insurance (AOR = 2.12, 95% CI = 1.55-2.89, p < 0.001), serious psychological distress (AOR = 2.12, 95% CI = 1.55-2.89, p < 0.001), suicidality (AOR = 1.58, 95% CI = 1.17-2.14, p = 0.004), and other substance dependence or abuse were significant predictors of opioid misuse and/or use disorder. Substances associated were nicotine (AOR = 3.01, 95% CI = 2.30-3.93, p < 0.001), alcohol (AOR = 1.40, 95% CI = 1.02-1.92, p = 0.038), marijuana (AOR = 2.24, 95% CI = 1.40-3.58, p = 0.001), cocaine (AOR = 3.92, 95% CI = 2.14-7.17, p < 0.001), methamphetamine (AOR = 3.32, 95% CI = 1.96-5.64, p < 0.001), tranquilizers (AOR = 16.72, 95% CI = 9.75-28.65, p < 0.001), and stimulants (AOR = 2.45, 95% CI = 1.03-5.87, p = 0.044). CONCLUSIONS Biopsychosocial characteristics such as socioecological and health indicators, as well as other substance dependence or abuse were stronger predictors of opioid misuse and use disorder than sociodemographic characteristics.
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Affiliation(s)
- Francisco A Montiel Ishino
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, 7201 Wisconsin Ave Ste. 533, Bethesda, MD, 20814, USA. .,Transdisciplinary Center for Health Equity Research, College of Education and Human Development, Texas A&M University, 4243 TAMU, 311 Blocker, College Station, TX, 77843, USA.
| | - Philip R McNab
- Center for a Livable Future, Department of Environmental Health & Engineering, Johns Hopkins Bloomberg School of Public Health, 111 Market Place, Suite 840, Baltimore, MD, 21202, USA
| | - Tamika Gilreath
- Transdisciplinary Center for Health Equity Research, College of Education and Human Development, Texas A&M University, 4243 TAMU, 311 Blocker, College Station, TX, 77843, USA
| | - Bonita Salmeron
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, 7201 Wisconsin Ave Ste. 533, Bethesda, MD, 20814, USA
| | - Faustine Williams
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, 7201 Wisconsin Ave Ste. 533, Bethesda, MD, 20814, USA
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Schepis TS, Ford JA, Wilens TE, Teter CJ, Esteban S. Differences in Prescription Stimulant Misuse Motives Across Adolescents and Young Adults in the United States. J Clin Psychiatry 2020; 81:20m13302. [PMID: 33147656 PMCID: PMC7883338 DOI: 10.4088/jcp.20m13302] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 05/26/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE While prescription stimulant misuse (PSM) is common in adolescents and young adults (AYAs), PSM motives are poorly understood. This study examined a number of PSM motives across the AYA age spectrum using the 2015-2018 National Survey on Drug Use and Health. METHODS In all, 86,918 AYAs (aged 14-25 years) were included. Individual PSM motives (eg, to study) and motive categories (ie, cognitive enhancement only, recreational only, weight loss only, and combined motives) were examined by age. Logistic regression models examined links between individual motives or motive categories and educational status, substance use, DSM-IV substance use disorders (SUD), and mental health correlates. RESULTS Significant differences were found across AYAs in cognitive enhancement only (14 years = 40.4%; 24 and 25 years = 71.2%; P < .0001) and recreational only (14 years = 25.8%; 24 and 25 years = 9.8%; P < .0001) or combined PSM motives, (14 years = 32.3%; 24 and 25 years = 18.0%; P = .008); college students and graduates had particularly high rates of cognitive enhancement only (college = 78.2%; graduates = 74.7%; non-college = 63.5%). Recreational-only and combined motives were significantly elevated in AYAs with any past-year SUD, especially to get high (78%-136% higher in those with SUD; P ≤ .001). While any PSM was associated with higher odds of SUD and mental health outcomes, including suicidal ideation, odds were highest for recreational or combined motives. CONCLUSIONS Cognitive enhancement with PSM occurs more often in young adults compared to adolescents, college students endorse more cognitive enhancement than those not in school, and the presence of any PSM in AYAs is linked to more substance use, suicidal ideation, and other psychopathology. PSM prevention in adolescents as well as screening and intervention among AYA is highly recommended.
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Affiliation(s)
- Ty S. Schepis
- Department of Psychology, Texas State University, San Marcos, Texas, USA
| | - Jason A. Ford
- Department of Sociology, University of Central Florida, Orlando, Florida, USA
| | - Timothy E. Wilens
- Massachusetts General Hospital, Boston, Massachusetts, USA,Harvard Medical School, Cambridge, Massachusetts, USA
| | | | - Sean Esteban
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA,Institute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan, USA,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA,Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA,Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA
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Fairman KA, Early NK. Treatment Needs and Service Utilization in Older U.S. Adults Evidencing High-Risk Substance Use. J Aging Health 2020; 32:1363-1375. [PMID: 32515637 DOI: 10.1177/0898264320929537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objectives: Because substance misuse by older adults poses clinical risks and has not been recently assessed, we examined substance use patterns, treatment needs, and service utilization in those evidencing high-risk use. Methods: We identified National Survey on Drug Use and Health respondents (2015-2018) aged ≥50 years reporting multiple-occasion binge drinking, illicit drug use, prescription drug misuse, or substance dependence. Past-year psychological symptoms were assessed using validated scales. Results: The sample, representing 10.2% of community-dwelling older U.S. adults, evidenced clinically important risks: 65.2% past-month binge drinking, 27.3% mental illness, 14.3% psychological distress, 10.6% combined alcohol/drug use, and 6.5% suicidality. Treatment receipt was uncommon (27.7%), positively associated with distress, and negatively associated with binge drinking. Of those not receiving treatment, 3.8% perceived treatment need. Discussion: Findings highlight the value of substance misuse screening and brief interventions, suggesting potential treatment referral opportunities for those evidencing psychological distress.
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Affiliation(s)
- Kathleen A Fairman
- 15474Midwestern University College of Pharmacy - Glendale, Glendale, AZ, US
| | - Nicole K Early
- 15474Midwestern University College of Pharmacy - Glendale, Glendale, AZ, US
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Schepis TS, Klare DL, Ford JA, McCabe SE. Prescription Drug Misuse: Taking a Lifespan Perspective. SUBSTANCE ABUSE-RESEARCH AND TREATMENT 2020; 14:1178221820909352. [PMID: 32214819 PMCID: PMC7065295 DOI: 10.1177/1178221820909352] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Accepted: 01/30/2020] [Indexed: 11/16/2022]
Abstract
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.
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Affiliation(s)
- Ty S Schepis
- Department of Psychology, Texas State University, San Marcos, TX, USA
| | - Dalton L Klare
- Department of Psychology, Texas State University, San Marcos, TX, USA
| | - Jason A Ford
- Department of Sociology, University of Central Florida, Orlando, FL, USA
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of MI, Ann Arbor, Michigan, USA.,Institute for Research on Women and Gender, University of Michigan, Ann Arbor, MI, USA.,Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan, USA.,Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA
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Rieb LM, Samaan Z, Furlan AD, Rabheru K, Feldman S, Hung L, Budd G, Coleman D. Canadian Guidelines on Opioid Use Disorder Among Older Adults. Can Geriatr J 2020; 23:123-134. [PMID: 32226571 PMCID: PMC7067148 DOI: 10.5770/cgj.23.420] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND In Canada, rates of hospital admission from opioid overdose are higher for older adults (≥ 65) than younger adults, and opioid use disorder (OUD) is a growing concern. In response, Health Canada commissioned the Canadian Coalition of Seniors' Mental Health to create guidelines for the prevention, screening, assessment, and treatment of OUD in older adults. METHODS A systematic review of English language literature from 2008-2018 regarding OUD in adults was conducted. Previously published guidelines were evaluated using AGREE II, and key guidelines updated using ADAPTE method, by drawing on current literature. Recommendations were created and assessed using the GRADE method. RESULTS Thirty-two recommendations were created. Prevention recommendations: it is key to prioritize non-pharmacological and non-opioid strategies to treat acute and chronic noncancer pain. Assessment recommendations: a comprehensive assessment is important to help discern contributions of other medical conditions. Treatment recommendations: buprenorphine is first line for both withdrawal management and maintenance therapy, while methadone, slow-release oral morphine, or naltrexone can be used as alternatives under certain circumstances; non-pharmacological treatments should be offered as an integrated part of care. CONCLUSION These guidelines provide practical and timely clinical recommendations on the prevention, assessment, and treatment of OUD in older adults within the Canadian context.
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Affiliation(s)
- Launette M Rieb
- Department of Family Practice, University of British Columbia, Vancouver, BC
| | - Zainab Samaan
- Department of Psychiatry, McMaster University, Hamilton, ON
| | | | - Kiran Rabheru
- Department of Psychiatry, University of Ottawa, Ottawa, ON
| | - Sid Feldman
- Department of Family and Community Medicine, University of Toronto, Toronto, ON
| | - Lillian Hung
- Canadian Gerontological Nurses Association, Toronto, ON
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Pan K, Silver S, Davis C. Analysis of psychiatrists' prescription of opioid, benzodiazepine, and buprenorphine in Medicare Part D in the United States. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2020; 42:48-54. [PMID: 32321084 DOI: 10.1590/2237-6089-2019-0015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 06/17/2019] [Indexed: 03/24/2023]
Abstract
INTRODUCTION The opioid epidemic is a severe problem in the world, especially in the United States, where prescription opioid overdose accounts for a quarter of drug overdose deaths. OBJECTIVE To describe psychiatrists' prescription of opioid, benzodiazepine, and buprenorphine in the United States. METHODS We conducted a retrospective cross-sectional study of the 2016 Medicare Part D claims data and analyzed psychiatrists' prescriptions of: 1) opioids; 2) benzodiazepines, whose concurrent prescription with opioids can cause overdose death; 3) buprenorphine, a partial opioid agonist for treating opioid addiction; 4) and naltrexone microsphere, a once-monthly injectable opioid antagonist to prevent relapse to opioid dependence. Prescribers with 11 or more claims were included in the analysis. RESULTS In Medicare Part D in 2016, there were a total of 1,131,550 prescribers accounting for 1,480,972,766 total prescriptions and 78,145,305 opioid prescriptions, including 25,528 psychiatrists (2.6% of all prescribers) accounting for 44,684,504 total prescriptions (3.0% of all prescriptions) and 131,115 opioid prescriptions (0.2% of all opioid prescriptions). Psychiatrists accounted for 17.3% of benzodiazepine, 16.3% of buprenorphine, and 33.4% of naltrexone microsphere prescriptions. The opioid prescription rate of psychiatrists was much lower than that of all prescribers (0.3 vs 5.3%). The buprenorphine prescription rate of psychiatrists was much higher than that of all prescribers (2.3 vs. 0.1%). There was a substantial geographical variation across the United States. CONCLUSIONS The results show that, proportionally, psychiatrists have lower rates of opioid prescription and higher rates of benzodiazepine and buprenorphine prescription.
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Affiliation(s)
- Kevin Pan
- Department of Economics, Finance, and Quantitative Analysis, Samford University, Birmingham, AL, USA
| | - Shawgi Silver
- Department of Child and Adolescent Psychiatry, University of Washington, Seattle, WA, USA
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Attenuation of antidepressant and antisuicidal effects of ketamine by opioid receptor antagonism. Mol Psychiatry 2019; 24:1779-1786. [PMID: 31467392 DOI: 10.1038/s41380-019-0503-4] [Citation(s) in RCA: 88] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 04/30/2019] [Accepted: 05/17/2019] [Indexed: 12/12/2022]
Abstract
We recently reported that naltrexone blocks antidepressant effects of ketamine in humans, indicating that antidepressant effects of ketamine require opioid receptor activation. However, it is unknown if opioid receptors are also involved in ketamine's antisuicidality effects. Here, in a secondary analysis of our recent clinical trial, we test whether naltrexone attenuates antisuicidality effects of ketamine. Participants were pretreated with naltrexone or placebo prior to intravenous ketamine in a double-blinded crossover design. Suicidality was measured with the Hamilton Depression Rating Scale item 3, Montgomery-Åsberg Depression Rating Scale item 10, and Columbia Suicide Severity Rating Scale. In the 12 participants who completed naltrexone and placebo conditions, naltrexone attenuated the antisuicidality effects of ketamine on all three suicidality scales/subscales (linear mixed model, fixed pretreatment effect, p < 0.01). Results indicate that opioid receptor activation plays a significant role in the antisuicidality effects of ketamine.
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Schepis TS, McCabe SE. Prescription Opioid Misuse in US Older Adults: Associated Comorbidities and Reduced Quality of Life in the National Epidemiologic Survey of Alcohol and Related Conditions-III. J Clin Psychiatry 2019; 80:19m12853. [PMID: 31747489 PMCID: PMC6935372 DOI: 10.4088/jcp.19m12853] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 07/26/2019] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Prescription opioid misuse (POM) prevalence in US older adults (50 years and older) has increased, and preliminary evidence associates POM with poor outcomes. Despite this, little is known about the health-related quality of life, mental and physical health, and substance use profiles of older adults with current and/or past POM. The aim of this study was to evaluate differences in these variables by POM history in US older adults. METHODS Data were from the 2012-2013 National Epidemiologic Survey of Alcohol and Related Conditions-III, using adults 50 years and older (n = 14,667). Respondents were grouped into mutually exclusive categories: no lifetime POM, prior-to-past-year POM, past-year POM, and persistent POM (ie, prior-to-past-year and past-year POM). Groups were compared using design-based linear regression on health-related quality of life and logistic regression on mental health, physical health, and substance use variables, controlling for sociodemographics. RESULTS Older adults with persistent POM had the greatest impairment, including lower mental and physical health-related quality of life and high rates of past-year major depression (17.6%), emergency department use (42.7%), and any substance use disorder (37.4%). Older adults with past-year POM had high rates of physical health diagnoses and health care utilization (eg, 45.6% past-year overnight hospitalization), while those with prior-to-past-year POM had significant current psychopathology (eg, 13.7% with past-year major depression). CONCLUSIONS Older adults with persistent POM likely need multidisciplinary care for their significant physical and mental health and substance use conditions. Given the elevated psychopathology in those with persistent POM, psychiatrists are well placed to identify those with long-term POM.
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Affiliation(s)
- Ty S. Schepis
- Department of Psychology, Texas State University, San Marcos, Texas, USA
| | - Sean Esteban McCabe
- Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA,Institute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan, USA,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA
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Schepis TS, Acheson S, Zapp D, Swartzwelder HS. Alcohol use and consequences in matriculating US college students by prescription stimulant/opioid nonmedical misuse status. Addict Behav 2019; 98:106026. [PMID: 31415970 DOI: 10.1016/j.addbeh.2019.06.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 06/15/2019] [Accepted: 06/17/2019] [Indexed: 10/26/2022]
Abstract
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.
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Cato V, Holländare F, Nordenskjöld A, Sellin T. Association between benzodiazepines and suicide risk: a matched case-control study. BMC Psychiatry 2019; 19:317. [PMID: 31655565 PMCID: PMC6815437 DOI: 10.1186/s12888-019-2312-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 10/09/2019] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND It is unclear whether benzodiazepines increase the risk of suicide. The aim of this study was to test the hypothesis that benzodiazepines are associated with an increased risk of suicide, by comparing psychopharmacological interventions between psychiatric patients who committed suicide and a group of matched controls. METHODS The case group comprised 154 psychiatric patients (101 men, 53 women; age range: 13-96 years) who had committed suicide in Örebro County, Sweden. Control psychiatric patients matched by age, sex, and main psychiatric diagnosis were selected for each case. Binary logistic regression was used to calculate odds ratios in unadjusted and adjusted models. RESULTS Benzodiazepine prescriptions were more common among cases than controls (65/154 [42.2%] versus 43/154 [27.9%], p = 0.009, odds ratio: 1.89 [95% CI: 1.17-3.03]). This association remained significant in a model adjusted for previous suicide attempts and somatic hospitalizations (odds ratio: 1.83 [95% CI: 1.06-3.14]). No statistically significant differences were seen between the groups in the use of any other subtype of psychopharmaceutical agent. CONCLUSIONS These data indicate that benzodiazepine use may increase the risk of suicide. However, this study is limited by the potential for indication bias.
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Affiliation(s)
- Ville Cato
- 0000 0001 0738 8966grid.15895.30School of Medical Sciences, Örebro University, Örebro, SE-701 82 Örebro, Sweden
| | - Fredrik Holländare
- 0000 0001 0738 8966grid.15895.30University Health Care Research Center, Faculty of Medicine and Health, Örebro University, SE-701 82 Örebro, Sweden
| | - Axel Nordenskjöld
- University Health Care Research Center, Faculty of Medicine and Health, Örebro University, SE-701 82, Örebro, Sweden.
| | - Tabita Sellin
- 0000 0001 0738 8966grid.15895.30University Health Care Research Center, Faculty of Medicine and Health, Örebro University, SE-701 82 Örebro, Sweden
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The epidemiology of prescription fentanyl misuse in the United States. Addict Behav 2019; 96:89-93. [PMID: 31063940 DOI: 10.1016/j.addbeh.2019.04.022] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 03/30/2019] [Accepted: 04/21/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND US opioid overdose deaths continue to climb, with a 12.0% increase from 2016 to 2017. Fentanyl, a synthetic opioid, has been a major contributor to opioid-related overdose deaths. While fentanyl-related overdose is driven by illicit fentanyl, little is known about individuals who misuse prescription fentanyl, which is also linked to elevated overdose and mortality risk. This work aimed to fill that gap through analyses of prescription fentanyl misuse correlates. METHODS Data were from the 2015-16 National Survey on Drug Use and Health (N = 114,043), a nationally representative survey of the non-institutionalized US population. Respondents were (all past-year): those misusing prescription fentanyl (PF); those misusing other (non-fentanyl) prescription opioids (NFPO); and population controls. Respondent groups were compared using multinomial regression on sociodemographics, physical health, mental health and substance use. The PF and NFPO misuse groups were compared on opioid misuse characteristics, using logistic regression. RESULTS An estimated 4.4% misused NFPO, and 0.1% misused PF (past-year). Past-year heroin use was more common in those who misused PF (44.3%) than those who misused other NFPO (4.4%; relative risk ratio [RRR] = 7.1, 95%CI = 3.7-13.9) or population controls (0.1%, RRR = 35.1, 95%CI = 17.3-71.1). Non-alcohol substance use disorder (SUD) was similarly elevated in those who misused PF (78.7%) versus the other NFPO group (27.5%, RRR = 3.8, 95%CI = 1.8-8.2) or population controls (1.6%, RRR = 20.6, 95%CI = 9.4-45.5). CONCLUSIONS Respondents who misused prescription fentanyl were both more drug-involved generally and opioid-involved specifically; and likely need a combination of significant interventions and monitoring for their polysubstance use.
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Schuler MS, Dick AW, Stein BD. Sexual minority disparities in opioid misuse, perceived heroin risk and heroin access among a national sample of US adults. Drug Alcohol Depend 2019; 201:78-84. [PMID: 31200278 PMCID: PMC6612451 DOI: 10.1016/j.drugalcdep.2019.04.014] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 03/31/2019] [Accepted: 04/01/2019] [Indexed: 02/01/2023]
Abstract
BACKGROUND Lesbian, gay and bisexual (LGB) adults have elevated use of many substances compared to heterosexual adults, yet LGB disparities in specific types of opioid misuse and perceived opioid risk have not been fully characterized. METHODS Data on 126,463 adults (including 8241 LGB adults) were from the 2015-2017 National Survey of Drug Use and Health. Logistic regression was used to estimate lesbian/gay (L/G) and bisexual disparities (relative to same-gender heterosexuals) for: lifetime prescription pain reliever misuse, heroin use and injection heroin use; past-year opioid misuse and opioid use disorder (OUD); and perceived risk of and access to heroin. RESULTS All LGB subgroups had elevated lifetime pain reliever misuse rates relative to same-gender heterosexuals. Lifetime heroin use was elevated among LGB women and bisexual men; bisexual women had 4 times the odds of injection heroin use. LGB women and gay men had 1.4-2.4 times the odds of past-year opioid misuse; bisexual women had 2.5 times the odds of OUD. LGB women reported both lower perceived risk of trying heroin and greater perceived heroin access. CONCLUSIONS Lifetime and past-year opioid misuse is elevated among LGB adults. Bisexual women are particularly at-risk, uniquely exhibiting disparities on high-risk injection use and OUD. Lower perceived risk of and greater access to heroin among LGB women may play a role in the onset or continuation of opioid misuse. Opioid misuse disparities among LGB adults are of substantial concern given the resultant elevated risk for fatal and non-fatal opioid overdose.
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Affiliation(s)
| | - Andrew W. Dick
- RAND Corporation, 20 Park Plaza #920, Boston, MA 02216, USA
| | - Bradley D. Stein
- RAND Corporation, 4570 Fifth Ave #600, Pittsburgh, PA 15213, USA
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Votaw VR, Geyer R, Rieselbach MM, McHugh RK. The epidemiology of benzodiazepine misuse: A systematic review. Drug Alcohol Depend 2019; 200:95-114. [PMID: 31121495 PMCID: PMC6639084 DOI: 10.1016/j.drugalcdep.2019.02.033] [Citation(s) in RCA: 216] [Impact Index Per Article: 43.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 02/22/2019] [Accepted: 02/27/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND Benzodiazepine misuse is a growing public health problem, with increases in benzodiazepine-related overdose deaths and emergency room visits in recent years. However, relatively little attention has been paid to this emergent problem. We systematically reviewed epidemiological studies on benzodiazepine misuse to identify key findings, limitations, and future directions for research. METHODS PubMed and PsychINFO databases were searched through February 2019 for peer-reviewed publications on benzodiazepine misuse (e.g., use without a prescription; at a higher frequency or dose than prescribed). Eligibility criteria included human studies that focused on the prevalence, trends, correlates, motives, patterns, sources, and consequences of benzodiazepine misuse. RESULTS The search identified 1970 publications, and 351 articles were eligible for data extraction and inclusion. In 2017, benzodiazepines and other tranquilizers were the third most commonly misused illicit or prescription drug in the U.S. (approximately 2.2% of the population). Worldwide rates of misuse appear to be similar to those reported in the U.S. Factors associated with misuse include other substance use, receipt of a benzodiazepine prescription, and psychiatric symptoms and disorders. Benzodiazepine misuse encompasses heterogeneous presentations of motives, patterns, and sources. Moreover, misuse is associated with myriad poor outcomes, including mortality, HIV/HCV risk behaviors, poor self-reported quality of life, criminality, and continued substance use during treatment. CONCLUSIONS Benzodiazepine misuse is a worldwide public health concern that is associated with a number of concerning consequences. Findings from the present review have implications for identifying subgroups who could benefit from prevention and treatment efforts, critical points for intervention, and treatment targets.
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Affiliation(s)
- Victoria R. Votaw
- Department of Psychology, University of New Mexico, MSC 03-2220, Albuquerque, NM, USA,Corresponding author: Victoria R. Votaw, Clinical Psychology Ph.D. Student Department of Psychology, University of New Mexico, Logan Hall, 1 University of New Mexico, Albuquerque, NM 87131,
| | - Rachel Geyer
- Division of Alcohol and Drug Abuse, McLean Hospital, 115 Mill Street, Belmont, MA, USA
| | - Maya M. Rieselbach
- Department of Psychiatry, McLean Hospital, 115 Mill Street, Belmont, MA, USA
| | - R. Kathryn McHugh
- Division of Alcohol and Drug Abuse, McLean Hospital, 115 Mill Street, Belmont, MA, USA,Department of Psychiatry, Harvard Medical School, 401 Park Drive, Boston, MA, USA
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Peckham AM, Fairman KA, Awanis G, Early NK. High-risk opioid prescribing trends in the outpatient setting prior to issuance of federal guidance. Prev Med Rep 2019; 15:100892. [PMID: 31193830 PMCID: PMC6542766 DOI: 10.1016/j.pmedr.2019.100892] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 05/01/2019] [Accepted: 05/12/2019] [Indexed: 02/03/2023] Open
Abstract
Co-prescription of opioid and benzodiazepine products increases the risk of overdose-related mortality four-fold due to respiratory depression. Accordingly, prevention of high-risk opioid prescribing (HROP) has become a focus over the past two decades and was the subject of a black-box warning (BBW) issued by the U.S. Food and Drug Administration (FDA) on August 31, 2016. Because older patients are at increased risk for these outcomes, we compared rates of HROP for older (aged ≥65 years) and younger (aged 18–64 years) adults using a repeated cross-sectional cohort design. Data from the National Ambulatory Medical Care Survey of U.S. office-based physician visits were accessed for 2006–2016 August. From 2006 to 2016, the opioid-prescribing rate increased by 40% among those aged 18–64 years and by 54% among those aged ≥65 years. From 2012–2013 to 2014–2016, the HROP rate, expressed as a proportion of all opioid-prescribing visits, increased to 26.6% among those aged 18–64 years but declined to 21.0% among those aged ≥65 years, primarily because of changes for patients aged ≥75 years. Prior to the FDA-issued BBW, the HROP prescribing rate trended upward for all adults, except in 2014–2016 when it began to decline among older adults. From 2006–07 to 2014–16, opioid prescribing rates increased among U.S. adults. Opioid use decreased for adults aged ≥75 in 2014–16 but grew for those aged 65–74 years. High-risk opioid-prescribing (HROP) for older adults began to decline in 2014–16. From 2012–13 to 2014–16, HROP continued to increase for those aged 18–64 years.
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Affiliation(s)
- Alyssa M Peckham
- 360 Huntington Ave, Boston, MA 02115, Bouvé College of Health Sciences, Northeastern University, USA.,55 Fruit St, Boston, MA 02114, Massachusetts General Hospital, Substance Use Disorders Initiative, USA
| | - Kathleen A Fairman
- 19555 N 59th Avenue, Glendale, AZ, USA, Department of Pharmacy Practice, Midwestern University College of Pharmacy-Glendale
| | - Gina Awanis
- 19555 N 59th Avenue, Glendale, AZ, USA, Department of Pharmacy Practice, Midwestern University College of Pharmacy-Glendale
| | - Nicole K Early
- 19555 N 59th Avenue, Glendale, AZ, USA, Department of Pharmacy Practice, Midwestern University College of Pharmacy-Glendale
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Baiden P, Graaf G, Zaami M, Acolatse CK, Adeku Y. Examining the association between prescription opioid misuse and suicidal behaviors among adolescent high school students in the United States. J Psychiatr Res 2019; 112:44-51. [PMID: 30852426 DOI: 10.1016/j.jpsychires.2019.02.018] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2018] [Revised: 02/07/2019] [Accepted: 02/21/2019] [Indexed: 12/25/2022]
Abstract
Although some studies have examined the association between prescription opioid misuse and mental health outcomes, few studies have examined the effects of prescription opioid misuse on suicidal behaviors among adolescents. The objective of this study was to examine the association between prescription opioid misuse and suicidal ideation, suicide plan, and suicide attempt among adolescents. Data for this study came from the 2017 Youth Risk Behavior Surveillance System. A sample of 8830 adolescents aged 14-18 years (50.9% female) were analyzed using logistic regression with suicidal ideation, suicide plan, and suicide attempt as outcome variables and prescription opioid misuse as the main explanatory variable. Of the 8830 adolescents, 13.3% ever misused prescription opioids; 17.7% experienced suicidal ideation, 13.3% made a suicide plan, and 6.5% attempted suicide during the past 12 months. In the multivariate logistic regression models, adolescent students who misused prescription opioids were 1.50 times more likely to have experienced suicidal ideation, 1.44 times more likely to have made a suicide plan, and 1.58 times more likely to have attempted suicide during the past 12 months when compared to their counterparts who did not misuse prescription opioids. Other significant predictors of suicidal behaviors include sexual minority, history of sexual assault, traditional bullying and cyberbullying victimization, feeling sad or hopeless, cigarette smoking, and illicit drug use. The findings of the present study demonstrate the harmful effects of prescription opioid misuse and its association with suicidal behaviors among adolescents.
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Affiliation(s)
- Philip Baiden
- The University of Texas at Arlington, School of Social Work, 211 S. Cooper St., Box 19129, Arlington, TX, 76019, USA.
| | - Genevieve Graaf
- The University of Texas at Arlington, School of Social Work, 211 S. Cooper St., Box 19129, Arlington, TX, 76019, USA
| | - Mariama Zaami
- University of Ghana, Department of Geography & Resource Development, P.O. Box LG 59, Legon, Accra, Ghana
| | - Charles K Acolatse
- University of North Texas Health Science Center, School of Public Health, 3500 Camp Bowie Blvd, Fort Worth, TX, 76107, USA
| | - Yvonne Adeku
- University of Ghana, Department of Social Work, P. O. Box LG 419, Legon, Accra, Ghana
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Abstract
Background: Older adult prescription tranquilizer/sedative misuse is understudied, despite evidence of increased misuse prevalence and significant associated consequences (e.g., suicidal ideation). Identification of misuse sources could limit such misuse by offering policymakers and clinicians targets to limit diverted tranquilizer/sedative medication. Objective: To establish the prevalence of tranquilizer/sedative misuse sources in older adults and investigate associated poor outcomes. Methods: Data were from the 2009-14 National Survey on Drug Use and Health, including participants endorsing one or more past-month tranquilizer/sedative misuse sources (n = 3,162) with older adult (50-64 and 65 and older; n =160) tranquilizer/sedative source prevalence estimated and compared to younger cohorts. Results: Adults 65 and older had the greatest physician source use (38.2%) across ages. Physician source use in those 50 and older, relative to those obtaining medication from friends/family for free, was linked to a higher prevalence of both past-year prescription opioid misuse (58.6% versus 34.9%) and serious psychological distress (50.1% versus 11.6%). Conclusions/Importance: Physician source use is particularly prevalent in adults 65 and older, and adults 50 and older using physician sources appear at elevated risk of consequences. Careful monitoring of psychiatric symptoms in older adults receiving tranquilizers/sedatives appears warranted. Older adults use a unique pattern of tranquilizer/sedative misuse sources, as compared to younger groups, further signaling that older adult misuse processes differ from those in younger groups.
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Affiliation(s)
- Ty S Schepis
- a Department of Psychology , Texas State University , San Marcos , Texas , USA
| | - Sean Esteban McCabe
- b Center for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing , University of Michigan , Ann Arbor , Michigan , USA.,c Institute for Research on Women and Gender , University of Michigan , Ann Arbor , Michigan , USA
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