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Orr JE, Wallace MS, Malhotra A. Might chronic opioid use impact sleep-disordered breathing and vice versa? J Clin Sleep Med 2020; 16:843-845. [PMID: 32317097 PMCID: PMC7849661 DOI: 10.5664/jcsm.8500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 04/15/2020] [Accepted: 04/15/2020] [Indexed: 11/13/2022]
Abstract
Orr JE, Wallace MS, Malhotra A. Might chronic opioid use impact sleep-disordered breathing and vice versa? J Clin Sleep Med . 2020;16(6):843–845.
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Affiliation(s)
- Jeremy E. Orr
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, California
| | - Mark S. Wallace
- Division of Pain Medicine, University of California, San Diego, La Jolla, California
| | - Atul Malhotra
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, California
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152
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Khan SR, Heller DA, Latty LL, Cadieux RJ, LaSure M, Brown TV. Association between psychotropic drug use and prescription opioid use among older adults. Geriatr Nurs 2020; 41:776-781. [PMID: 32522424 DOI: 10.1016/j.gerinurse.2020.04.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 04/24/2020] [Accepted: 04/28/2020] [Indexed: 01/25/2023]
Abstract
This study investigated the association between psychotropic drug use and prescription opioid use/high dosage opioid use among older adults. A sample of 203,750 older adults enrolled in Pennsylvania's Pharmaceutical Assistance Contract for the Elderly (PACE) program during 2017 was evaluated for prescription opioid and psychotropic drug usage. High dosage opioid use was defined as using >90 morphine milligram equivalents (MME)/day for ≥90 consecutive days. Overall, 20.7% of enrollees filled opioid prescriptions, of which 1.4% used them at high dosages. Multivariate logistic regression indicated that the odds of prescription opioid use increased with anxiolytic/sedative/hypnotic use and antidepressant use. Moreover, high dosage opioid use was significantly associated with anxiolytic/sedative/hypnotic use, antidepressant use and other factors including being younger, male, white, and married but living separately, and having multiple opioid prescribers. Clinicians should carefully evaluate opioid use among older patients using anxiolytics or antidepressants to minimize risks for adverse consequences of opioids.
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Affiliation(s)
- Shivani R Khan
- Magellan Rx Management/PACE, 4000 Crums Mill Road, Suite 301, Harrisburg, PA 17112, USA.
| | - Debra A Heller
- Magellan Rx Management/PACE, 4000 Crums Mill Road, Suite 301, Harrisburg, PA 17112, USA
| | - Leroy L Latty
- Magellan Rx Management/PACE, 4000 Crums Mill Road, Suite 301, Harrisburg, PA 17112, USA
| | - Roger J Cadieux
- Magellan Rx Management/PACE, 4000 Crums Mill Road, Suite 301, Harrisburg, PA 17112, USA
| | - Michelle LaSure
- Magellan Rx Management/PACE, 4000 Crums Mill Road, Suite 301, Harrisburg, PA 17112, USA
| | - Theresa V Brown
- Pennsylvania Department of Aging, 555 Walnut Street, Forum Place 5th Floor, Harrisburg, PA 17101, USA
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153
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An Observational Study of Retail Pharmacy Naloxone Prescriptions: Differences Across Provider Specialties and Patient Populations. J Gen Intern Med 2020; 35:1768-1775. [PMID: 31637652 PMCID: PMC7280461 DOI: 10.1007/s11606-019-05448-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 09/26/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND Despite exponential growth in pharmacy-dispensed naloxone, little information is available regarding variation in naloxone prescribing pattern across specialty groups, regions, and patient populations. OBJECTIVE Explore variation in pharmacy-dispensed naloxone by prescriber specialty and patient characteristics. DESIGN Cross-sectional analysis of the 2016 national retail pharmacy naloxone prescription claims from the IQVIA Real Longitudinal Prescriptions database. PARTICIPANTS Naloxone prescribers and individuals filling naloxone prescriptions. MAIN MEASURES Descriptive statistics assess differences across prescriber specialty groups in number of naloxone prescribers, patient and prescription characteristics, and geographic variation in naloxone dispensation and naloxone market share across prescriber specialty groups or formulation. KEY RESULTS In 2016, 100,958 naloxone prescriptions written by 14,026 prescribers were filled by 88,735 patients. Primary care physicians accounted for the largest share of naloxone prescribers (45.9%); pain and anesthesia physicians and non-physicians prescribed to significantly greater numbers of patients (means of 10 and 8, respectively). While responsible for a relatively small share of naloxone dispensed (6.1%), psychiatrists and addiction specialists disproportionately served younger individuals, accounting for 49.5% of all prescriptions for individuals aged 35 and younger. Naloxone fill rates differed greatly across geographic regions, with the highest per capita rates in New England and the most concentrated prescribing in the West South Central and South Atlantic regions, where naloxone prescribers had the highest average numbers of patients (9.7 and 7.9, respectively). The South Atlantic and West South Central also had naloxone markets dominated by the Evzio® auto-injector, responsible for 50.3% and 43.8% of all naloxone dispensed in the regions; in contrast, New England's naloxone market was predominantly comprised of generic formulations (48.8%) and Narcan® nasal spray (45.4%). CONCLUSIONS Our findings reflect a need to better understand barriers to uptake of naloxone prescribing behavior among physicians and other prescribers to ensure individuals have adequate opportunity to receive naloxone from their treating clinicians.
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154
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Gregorian R, Marrett E, Sivathanu V, Torgal M, Shah S, Kwong WJ, Gudin J. Safe Opioid Storage and Disposal: A Survey of Patient Beliefs and Practices. J Pain Res 2020; 13:987-995. [PMID: 32494187 PMCID: PMC7231783 DOI: 10.2147/jpr.s242825] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 04/16/2020] [Indexed: 11/23/2022] Open
Abstract
Objective To evaluate knowledge, practices, and beliefs of US patients receiving prescription opioids regarding opioid storage, disposal, and diversion. Design Internet-based, cross-sectional survey conducted between September and October 2018. Fisher’s exact tests and Kendall’s Tau-c were used to assess associations with storage and disposal outcomes. Participants Patients aged ≥18 years with acute (n=250) or chronic noncancer (n=250) pain were prescribed an oral opioid within 90 days of the survey. Results Mean (SD) patient age was 48 (14.7) years, 57.2% were female, 82.6% lived with ≥1 person in the home, and 28.0% had remaining/unused pills. One-third of all patients received safe opioid storage (35.2%) and/or disposal (31.4%) counseling from a healthcare provider, while 50.0% received neither storage nor disposal information. Only 27.4% of all patients stored their opioids in a locked location, and 17.9% of those with remaining/unused pills disposed of their medication. Patients who received any opioid counseling were more likely to keep their medication in a locked location compared with those who did not (42.4% vs 12.4%, respectively; P<0.0001), as were those who perceived any risk of opioid diversion in the home compared with those who perceived no risk or were unsure (53.7% vs 24.2%, respectively; P<0.0001). Disposal rates did not differ based on counseling received (20.8% counseled vs 16.1% not counseled; P=0.5011) or perceived diversion risk (27.8% perceived any risk vs 16.4% perceived no risk or unsure; P=0.3166). Conclusion The proportion of patients receiving prescription opioids who receive safe storage/disposal counseling from a healthcare provider appears suboptimal. Further research is warranted to develop effective ways to improve patient opioid storage/disposal education and practices.
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Affiliation(s)
| | | | | | | | - Sejal Shah
- Simon-Kucher & Partners, Cambridge, MA, USA
| | | | - Jeffrey Gudin
- Department of Anesthesia and Perioperative Care, Rutgers New Jersey Medical School, Newark, NJ, USA
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155
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Fulton-Kehoe D, Lofy KH, Le V, Sterling R, Sears JM, Franklin G. Opioid-Prescribing Metrics in Washington State: Trends and Challenges. JOURNAL OF PUBLIC HEALTH MANAGEMENT AND PRACTICE 2020; 26:214-221. [DOI: 10.1097/phh.0000000000001149] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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156
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Asfaw A, Boden LI. Impact of workplace injury on opioid dependence, abuse, illicit use and overdose: a 36-month retrospective study of insurance claims. Occup Environ Med 2020; 77:648-653. [PMID: 32332060 DOI: 10.1136/oemed-2020-106535] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/03/2020] [Accepted: 04/13/2020] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To examine the impact of workplace injury on opioid dependence, abuse and overdose (opioid-related morbidity) and if severity of injury increases the hazard of these health effects. METHODS We used MarketScan databases to follow injured and propensity score matched non-injured workers, both without prior opioid-related diagnoses. Using a Cox proportional hazard model, we examined the impact of workplace injury on opioid-related morbidity. RESULTS The hazard of opioid-related morbidity for injured workers was 1.79 times than that of matched non-injured workers (95% CI 1.89 to 3.60). For medical-only and lost-time injured workers, it was respectively 1.54 (95% CI 1.02 to 2.32) and 2.91 (95% CI 1.75 to 4.84) times that of non-injured workers. CONCLUSIONS Reducing workplace injury or severity of workplace injury, as well as efforts to ensure appropriate opioid prescribing for injured workers, may help to reduce the societal costs of opioid use.
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Affiliation(s)
- Abay Asfaw
- NIOSH, Centers for Disease Control and Prevention, Washignton, District of Columbia, USA
| | - Leslie I Boden
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts, USA
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157
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Uusküla A, Raag M, Kurvits K, Laius O, Uusküla M, Oselin K. Trends in opioid prescribing in Estonia (2011-2017). Pharmacol Res Perspect 2020; 8:e00577. [PMID: 32232953 PMCID: PMC7105842 DOI: 10.1002/prp2.577] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2020] [Accepted: 02/27/2020] [Indexed: 02/04/2023] Open
Abstract
Our objective was to examine the trends and variation in opioid prescribing in Estonia from 2011 to 2017. This retrospective cross-sectional study is based on a nationwide prescription medicines database. We stratified the analysis by treatment indication (cancer vs noncancer pain). Between 2011 and 2017, annual opioid prescribing rates increased by 67% (from 82.9 to 138.6 prescriptions per 1000 population). The annual number of prescriptions per patient did not change substantially (from 2.94 in 2011 to 2.87 in 2017), and was higher among cancer patients (5.07 vs 2.67 annual prescriptions per cancer and noncancer patients, respectively, in 2017). The use of the most potent opioids (morphine, fentanyl) was higher in noncancer than in cancer patients. The use of prescription opioids is low, and raises concern about the potential undertreatment of cancer pain, in parallel with misuse of opioids for either noncancer pain or diversion.
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Affiliation(s)
- Anneli Uusküla
- Department of Family Medicine and Public HealthUniversity of TartuTartuEstonia
| | - Mait Raag
- Department of Family Medicine and Public HealthUniversity of TartuTartuEstonia
| | | | - Ott Laius
- State Agency of MedicinesTartuEstonia
| | | | - Kersti Oselin
- Oncology and Haematology ClinicNorth Estonia Medical CentreTallinnEstonia
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158
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Rao T, Kiptanui Z, Dowell P, Triebwasser C, Alexander GC, Harris I. Association of Formulary Exclusions and Restrictions for Opioid Alternatives With Opioid Prescribing Among Medicare Beneficiaries. JAMA Netw Open 2020; 3:e200274. [PMID: 32119095 PMCID: PMC7052746 DOI: 10.1001/jamanetworkopen.2020.0274] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Although there are many pharmacologic alternatives to opioids, it is unclear whether the structure of Medicare Part D formularies discourages use of the alternatives. OBJECTIVES To quantify the coverage of opioid alternatives and prevalence of prior authorization, step therapy, quantity limits, and tier placement for these drugs, and test whether these formulary exclusions and restrictions are associated with increased opioid prescribing to older adults at the county level. DESIGN, SETTING, AND PARTICIPANTS County fixed-effect models were estimated using a panel of counties across the 50 US states and the District of Columbia over calendar years 2015 and 2016. Data analysis was conducted from July 1 to September 23, 2019. The sample included 2721 counties in 2015 and 2671 counties in 2016 with sufficient data on Medicare Part D formulary design and opioid prescribing. MAIN OUTCOMES AND MEASURES County-level opioid prescribing rate (number of opioid claims divided by the number of overall claims) and counts of excluded opioid alternatives and opioid alternatives with prior authorization, step therapy, quantity limits, and high-tier placements. RESULTS A total of 30 nonopioid analgesics were examined across 28 997 Medicare plans in 2015 and 30 390 plans in 2016. Medicare plans did not cover a mean of 7% of these drugs (interquartile range, 10%; lower to upper limit, 0%-23%). Among covered nonopioids, prior authorization and step therapy were uncommon, with fewer than 5% affected by prior authorization and 0% by step therapy. However, 13% of covered nonopioids had quantity limits (interquartile range, 10%; lower to upper limit, 0%-31%) and 22% were in high-cost tiers (interquartile range, 38%; lower to upper limit, 0%-50%). Increases in the number of nonopioids excluded on Medicare plans in a county were associated with increased opioid prescribing (effect size relative to mean, 2.2%-3.7%; P = .004). Conversely, increases in the number of opioids not covered on Medicare plans in a county was found to be associated with decreased opioid prescribing (effect size relative to mean, 0.8%-1.5%; P = .02). None of the utilization management strategies (prior authorization, step therapy, and quantity limits) examined or high-cost tier placements of nonopioids were associated with increased opioid prescribing. CONCLUSIONS AND RELEVANCE Lack of Medicare coverage for pharmacologic alternatives to opioids may be associated with increased opioid prescribing.
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Affiliation(s)
- Tanvi Rao
- IMPAQ International LLC, Washington, District of Columbia
| | | | | | | | - G. Caleb Alexander
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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159
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Burke LG, Zhou X, Boyle KL, Orav EJ, Bernson D, Hood ME, Land T, Bharel M, Frakt AB. Trends in opioid use disorder and overdose among opioid-naive individuals receiving an opioid prescription in Massachusetts from 2011 to 2014. Addiction 2020; 115:493-504. [PMID: 31691390 DOI: 10.1111/add.14867] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 08/19/2019] [Accepted: 10/14/2019] [Indexed: 02/03/2023]
Abstract
AIMS To examine how the risks of incident opioid use disorder (OUD), non-fatal and fatal overdose have changed over time among opioid-naive individuals receiving an initial opioid prescription. DESIGN Retrospective, longitudinal study using the Massachusetts Chapter 55 data set, which linked multiple administrative data sets to study the opioid epidemic. We identified the cumulative incidence of OUD, non-fatal and fatal overdose among the opioid-naive initiating opioid treatment in Massachusetts from 2011 to 2014 and estimated rates of these outcomes at 6 months and at 1, 2, 3 and 4 years to 2015. We used Cox regression to examine the association between characteristics of the initial prescription and risk of these outcomes. SETTING Massachusetts, USA. PARTICIPANTS Massachusetts residents aged ≥ 11 years in 2011-15 who were opioid-naive (no opioid prescriptions or evidence of OUD in the 6 months prior to the index prescription) (n = 2 154 426). The mean age was 49.1 years, 55.3% were female and 47.3% had commercial insurance. MEASUREMENTS Opioid prescriptions were identified in the Prescription Monitoring Program (PMP) database, as were the characteristics of the initial prescription database. The outcomes of OUD and non-fatal overdose were identified from claims in the All Payer Claims Database (APCD) and hospital encounters in the acute hospital case mix files. Fatal overdoses were identified using Registry of Vital Records and Statistics (RVRS) death certificates and the Office of the Chief Medical Examiner (OCME) circumstances of death and toxicology reports. FINDINGS Among opioid-naive individuals receiving an initial opioid prescription, the risk of incident OUD appears to have declined between 2011 and 2014, while rates of overdose were largely unchanged. For example, the 1-year OUD rate was 1.18% in 2011, 1.11% in 2012, 1.26% in 2013 and 0.94% in 2014. Longer therapy duration was associated with higher risk of OUD [hazard ratio (HR) = 2.24, 95% confidence interval (CI) = 2.19-2.29 for duration of 3 or more months], non-fatal (HR = 1.67, 95% CI = 1.53-1.82) and fatal opioid overdose (HR = 2.24, 95% CI = 1.91-2.61). Concurrent benzodiazepine treatment was also associated with higher risk of OUD (HR = 1.14, 95% CI = 1.12-1.17), non-fatal (HR = 1.20, 95% CI = 1.10-1.30) and fatal overdose (HR = 1.86, 95% CI = 1.61-2.16). CONCLUSIONS Among opioid-naive individuals in Massachusetts receiving an initial opioid prescription, the risk of incident opioid use disorder appears to have declined between 2011 and 2014, while rates of overdose were largely unchanged. Longer therapy duration and concurrent benzodiazepines were associated with higher rates of opioid use disorder and opioid overdose.
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Affiliation(s)
- Laura G Burke
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Xiner Zhou
- Department of Biostatistics, University of California, Davis, CA, USA
| | - Katherine L Boyle
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - E John Orav
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Dana Bernson
- The Massachusetts Department of Public Health, Boston, MA, USA
| | | | - Thomas Land
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Monica Bharel
- The Massachusetts Department of Public Health, Boston, MA, USA
| | - Austin B Frakt
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Partnered Evidence-based Policy Resource Center, VA Boston System, Boston, MA, USA.,Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA, USA
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160
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Nichols VP, Toye F, Eldabe S, Sandhu HK, Underwood M, Seers K. Experiences of people taking opioid medication for chronic non-malignant pain: a qualitative evidence synthesis using meta-ethnography. BMJ Open 2020; 10:e032988. [PMID: 32075828 PMCID: PMC7044883 DOI: 10.1136/bmjopen-2019-032988] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVE To review qualitative studies on the experience of taking opioid medication for chronic non-malignant pain (CNMP) or coming off them. DESIGN This is a qualitative evidence synthesis using a seven-step approach from the methods of meta-ethnography. DATA SOURCES AND ELIGIBILITY CRITERIA We searched selected databases-Medline, Embase, AMED, Cumulative Index to Nursing and Allied Health Literature, PsycINFO, Web of Science and Scopus (Science Citation Index and Social Science Citation Index)-for qualitative studies which provide patients' views of taking opioid medication for CNMP or of coming off them (June 2017, updated September 2018). DATA EXTRACTION AND SYNTHESIS Papers were quality appraised using the Critical Appraisal Skills Programme tool, and the GRADE-CERQual (Grading of Recommendations Assessment, Development and Evaluation working group - Confidence in Evidence from Reviews of Qualitative research) guidelines were applied. We identified concepts and iteratively abstracted these concepts into a line of argument. RESULTS We screened 2994 unique citations and checked 153 full texts, and 31 met our review criteria. We identified five themes: (1) reluctant users with little choice; (2) understanding opioids: the good and the bad; (3) a therapeutic alliance: not always on the same page; (4) stigma: feeling scared and secretive but needing support; and (5) the challenge of tapering or withdrawal. A new overarching theme of 'constantly balancing' emerged from the data. CONCLUSIONS People taking opioids were constantly balancing tensions, not always wanting to take opioids, and weighing the pros and cons of opioids but feeling they had no choice because of the pain. They frequently felt stigmatised, were not always 'on the same page' as their healthcare professional and felt changes in opioid use were often challenging. TRIAL REGISTRATION NUMBER 49470934; Pre-results.
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Affiliation(s)
- Vivien P Nichols
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, West Midlands, UK
- Warwick Research in Nursing, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, West Midlands, UK
| | - Francine Toye
- Physiotherapy Research Unit, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Trust, Oxford, UK
| | - Sam Eldabe
- Department of Pain Medicine, The James Cook University Hospital, Middlesbrough, UK
| | - Harbinder Kaur Sandhu
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, West Midlands, UK
| | - Martin Underwood
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, West Midlands, UK
| | - Kate Seers
- Warwick Research in Nursing, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, West Midlands, UK
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161
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Fischer B, Pang M, Jones W. The opioid mortality epidemic in North America: do we understand the supply side dynamics of this unprecedented crisis? Subst Abuse Treat Prev Policy 2020; 15:14. [PMID: 32066470 PMCID: PMC7027114 DOI: 10.1186/s13011-020-0256-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 01/30/2020] [Indexed: 12/17/2022] Open
Abstract
While there has been extensive attention to the 'demand side' - or use and adverse consequences, including mortality - of the 'opioid crisis' presently unfolding across North America, few considerations have focused on the supply side. This paper examines the supply side dynamics of this unprecedented public health phenomenon. We provide evidence for several interrelated supply-side elements that have contributed to the present public health crisis. We observe that initially, persistently high levels of prescription opioid availability and use exposed large proportions of the North American population to opioids, resulting in correspondingly high levels of medical and non-medical use (e.g., involving diversion). While various intervention measures to control prescription opioid availability and use have been implemented in recent years, leading to eventual reductions in opioid dispensing levels, these occurred late in the crisis's evolution. Moreover, these supply reductions have not been met by corresponding reductions in opioid use or demand levels. These growing discrepancies between opioid demand and prescription-based sources have left major gaps in opioid supplies. In response to such supply gaps, highly potent and toxic illicit opioid products have rapidly proliferated across North America, and become a core driver of the dramatic spikes in opioid overdose fatality levels in recent years. These supply-related interrelations are corroborated by a corresponding increase in illicit opioid-related fatalities, which arose just as medical opioid supplies began to decrease in many jurisdictions. Improved analyses and understanding of the supply-side dynamics of the opioid crisis are urgently needed in order to inform future intervention and policy development. Meanwhile, the high mortality toll related to illicit, highly toxic opioid exposure requires sustained solutions, including supply-oriented measures (e.g., safer opioid distribution for at-risk users) towards improved public health protection.
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Affiliation(s)
- Benedikt Fischer
- Schools of Population Health and Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.
- Department of Psychiatry, Federal University of São Paulo (UNIFESP), São Paulo, Brazil.
- Centre for Applied Research in Mental Health and Addiction (CARMHA), Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada.
| | - Michelle Pang
- Centre for Applied Research in Mental Health and Addiction (CARMHA), Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada
| | - Wayne Jones
- Centre for Applied Research in Mental Health and Addiction (CARMHA), Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada
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162
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Price-Haywood EG, Burton J, Burstain T, Harden-Barrios J, Lefante J, Shi L, Jamison RN, Bazzano A, Bazzano L. Clinical Effectiveness of Decision Support for Prescribing Opioids for Chronic Noncancer Pain: A Prospective Cohort Study. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2020; 23:157-163. [PMID: 32113620 PMCID: PMC7061936 DOI: 10.1016/j.jval.2019.09.2748] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 09/03/2019] [Accepted: 09/06/2019] [Indexed: 05/10/2023]
Abstract
OBJECTIVES This prospective cohort study examines the clinical effectiveness of electronic medical record clinical decision support (EMR CDS) for opioid prescribing. METHODS Data analysis included primary care patients with chronic opioid therapy for noncancer pain seen within an integrated health delivery system in Louisiana between January 2017 and October 2018. EMR CDS incorporated an opioid health maintenance tool to display the status of risk mitigation, and the medication order embedded the morphine equivalent daily dose (MEDD) calculator and a hyperlink to the Louisiana pharmacy drug monitoring program. Outcome measures included change in the average MEDD and rates of opioid risk mitigation, hospitalization, and emergency department use. RESULTS Among 14 221 patients, 9% had prescriptions with an average MEDD ≥90 mg. There were no significant changes in MEDD after EMR CDS implementation. Increasing age, Charlson Comorbidity Index score, female sex, black non-Hispanic race, non-opioid pain medication co-prescriptions, and specialty referrals were associated with a lower odds of MEDD ≥90 (high-dose threshold). Medicare or self-pay, substance abuse history, and pain agreements were associated with increased odds of prescribing above this high-dose threshold. After incorporation of EMR CDS, patients had higher rates of urine drug screens (17% vs 7%) and naloxone prescriptions (3% vs 1%, all P < .001). In addition, specialty referrals to physical or occupational therapy, orthopedics, neurology, and psychiatry or psychology increased in the postintervention period. Although emergency department use decreased (rate ratio 0.92; 95% confidence interval 0.89-0.95), hospitalization rates did not change. CONCLUSIONS EMR CDS improved adherence to opioid risk mitigation strategies. Further research examining which practice redesign interventions effectively reduce high-dose opioid prescribing is needed.
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Affiliation(s)
- Eboni G Price-Haywood
- Center for Outcomes and Health Services Research, Ochsner Health System, New Orleans, LA, USA; Ochsner Clinical School, University of Queensland, New Orleans, LA, USA.
| | - Jeffrey Burton
- Center for Outcomes and Health Services Research, Ochsner Health System, New Orleans, LA, USA
| | - Todd Burstain
- Center for Outcomes and Health Services Research, Ochsner Health System, New Orleans, LA, USA
| | - Jewel Harden-Barrios
- Center for Outcomes and Health Services Research, Ochsner Health System, New Orleans, LA, USA
| | - John Lefante
- Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Lizheng Shi
- Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Robert N Jamison
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Alessandra Bazzano
- Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Lydia Bazzano
- Center for Outcomes and Health Services Research, Ochsner Health System, New Orleans, LA, USA; Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
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Kiang MV, Humphreys K, Cullen MR, Basu S. Opioid prescribing patterns among medical providers in the United States, 2003-17: retrospective, observational study. BMJ 2020; 368:l6968. [PMID: 31996352 PMCID: PMC7190021 DOI: 10.1136/bmj.l6968] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To examine the distribution and patterns of opioid prescribing in the United States. DESIGN Retrospective, observational study. SETTING National private insurer covering all 50 US states and Washington DC. PARTICIPANTS An annual average of 669 495 providers prescribing 8.9 million opioid prescriptions to 3.9 million patients from 2003 through 2017. MAIN OUTCOME MEASURES Standardized doses of opioids in morphine milligram equivalents (MMEs) and number of opioid prescriptions. RESULTS In 2017, the top 1% of providers accounted for 49% of all opioid doses and 27% of all opioid prescriptions. In absolute terms, the top 1% of providers prescribed an average of 748 000 MMEs-nearly 1000 times more than the middle 1%. At least half of all providers in the top 1% in one year were also in the top 1% in adjacent years. More than two fifths of all prescriptions written by the top 1% of providers were for more than 50 MMEs a day and over four fifths were for longer than seven days. In contrast, prescriptions written by the bottom 99% of providers were below these thresholds, with 86% of prescriptions for less than 50 MMEs a day and 71% for fewer than seven days. Providers prescribing high amounts of opioids and patients receiving high amounts of opioids persisted over time, with over half of both appearing in adjacent years. CONCLUSIONS Most prescriptions written by the majority of providers are under the recommended thresholds, suggesting that most US providers are careful in their prescribing. Interventions focusing on this group of providers are unlikely to effect beneficial change and could induce unnecessary burden. A large proportion of providers have established relationships with their patients over multiple years. Interventions to reduce inappropriate opioid prescribing should be focused on improving patient care, management of patients with complex pain, and reducing comorbidities rather than seeking to enforce a threshold for prescribing.
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Affiliation(s)
- Mathew V Kiang
- Center for Population Health Sciences, Stanford University School of Medicine, 1701 Page Mill Road, Palo Alto, CA 94304, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Keith Humphreys
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
- Palo Alto VA Health Care System, Palo Alto, CA, USA
| | - Mark R Cullen
- Center for Population Health Sciences, Stanford University School of Medicine, 1701 Page Mill Road, Palo Alto, CA 94304, USA
| | - Sanjay Basu
- Center for Primary Care, Harvard Medical School, Boston, MA, USA
- Research and Analytics, Collective Health, San Francisco, CA, USA
- School of Public Health, Imperial College, London, UK
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164
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Milani SA, Lloyd SL, Serdarevic M, Cottler LB, Striley CW. Gender differences in diversion among non-medical users of prescription opioids and sedatives. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2020; 46:340-347. [PMID: 31935131 DOI: 10.1080/00952990.2019.1708086] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
BACKGROUND Non-medical use of prescription drugs is a major public health concern in the United States. Prescription opioids and sedatives are among the most widely abused drugs and their combined use can be lethal. Increasingly rigid prescribing guidelines may contribute to the changing context of opioid use and increase drug diversion. OBJECTIVE To examine gender differences in diversion of prescription opioids and sedatives among non-medical prescription opioid and sedative polysubstance users. We hypothesize that men will be more likely than women to engage in incoming diversion. METHODS Data from the Prescription Drug Abuse, Misuse, and Dependence Study, a cross-sectional study focused on prescription drug users, were analyzed. Non-medical use was defined as use of a drug that was not prescribed or use in a way other than prescribed. Individuals who reported past 12-month non-medical opioid and sedative use were included; diversion was defined as incoming (obtaining drugs from a source other than a health professional) and outgoing (giving away/selling/trading prescription drugs). RESULTS Among the 198 polysubstance users, 41.4% were female. Men were 2.85 times as likely as women to report incoming diversion (95% CI: 1.21-6.72). Women were more likely to obtain opioids from a healthcare professional; men were more likely to obtain sedatives from a roommate, coworker, or friend. Over half of men and women reported outgoing diversion opioids or sedatives. CONCLUSION Drug diversion highlights an important point of intervention. Current prevention efforts that target prescribers should be expanded to include users and diversion activities; these interventions should be gender-specific.
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Affiliation(s)
- Sadaf Arefi Milani
- Sealy Center on Aging, University of Texas Medical Branch , Galveston, TX, USA
| | - Shawnta L Lloyd
- Department of Epidemiology, College of Medicine and College of Public Health and Health Professions, University of Florida , Gainesville, FL, USA
| | | | - Linda B Cottler
- Department of Epidemiology, College of Medicine and College of Public Health and Health Professions, University of Florida , Gainesville, FL, USA
| | - Catherine Woodstock Striley
- Department of Epidemiology, College of Medicine and College of Public Health and Health Professions, University of Florida , Gainesville, FL, USA
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165
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Lee WC, Hutchison RW, Lin S, Kuo YF. Patient Education on Opioid Storage, Security, and Disposal of Opioids: Should the Approach Differ in Rural and Urban Settings? TEXAS JOURNAL OF HEALTH-SYSTEM PHARMACY 2020; 19:46-51. [PMID: 33117995 PMCID: PMC7591146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
PURPOSE The opioid crisis is devastating rural America, but findings of opioid utilization vary among previous studies. Previous studies were focused on misuse behaviors or overdose issues. This study will focus on the number of pills and prescriptions that rural and urban adults received. METHODS Using the adult data of the 2011-2016 Medical Expenditure Panel Survey, we compared rural-urban differences in likelihood of using opioids and actual utilization. Multivariate models were further adjusted for predisposing, enabling and need factors. RESULTS During 2011-2016, opioid utilization decreased in both urban and rural areas. However, rural adults were still more likely to have a prescription, and among users, rural adult prescription pill count was higher than urban counterparts. The rural-urban difference was not significant after adjusting for covariates, indicating that personal and contextual characteristics account for more variations in utilization than rurality. CONCLUSIONS Strategies to improve pain management without causing opioid addiction and overdose deaths are imperative. The findings of unadjusted analyses suggest: (1) providing counseling to teach rural adults to store opioids in a locked container, not share medication with others and safely dispose of unused pills; (2) reinforcing the mail-back program or giving patients a specially-designed package to neutralize the drugs; and (3) if a community-based drug-disposal program is not available, educating to remove labeling from the bottle, mix the drugs with an unpleasant substance, and place the drugs and unpleasant substance in the garbage separate from the bottle. The findings of adjusted analyses indicate that another study will be helpful to explore the associations between personal characteristics and opioid utilization in depth.
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Affiliation(s)
- Wei-Chen Lee
- Office of Health Policy and Legislative Affairs, The University of Texas Medical Branch, Galveston, Texas
| | - Robert W Hutchison
- Department of Pharmacy Practice, Texas A&M University, Irma Lerma Rangel College of Pharmacy, Round Rock, Texas
| | - Sherry Lin
- Department of Health Policy & Management, Texas A&M University, School of Public Health, College Station, Texas
| | - Yong-Fang Kuo
- Department of Preventive Medicine & Population Health, Office of Biostatistics, The University of Texas Medical Branch, Galveston, Texas
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166
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Harris AB, Marrache M, Jami M, Raad M, Puvanesarajah V, Hassanzadeh H, Lee SH, Skolasky R, Bicket M, Jain A. Chronic opioid use following anterior cervical discectomy and fusion surgery for degenerative cervical pathology. Spine J 2020; 20:78-86. [PMID: 31536805 DOI: 10.1016/j.spinee.2019.09.011] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 09/08/2019] [Accepted: 09/11/2019] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Although prescribing opioid medication on a limited basis for postoperative pain control is common practice, few studies have focused on chronic opioid use following anterior cervical discectomy and fusion (ACDF). PURPOSE To determine the prevalence of and risk factors for chronic opioid use following one and two-level ACDF for degenerative cervical pathology. DESIGN Retrospective cohort. PATIENT SAMPLE Using an insurance claims database, we identified patients aged 18-64 who underwent one or two-level primary ACDF from 2010 to 2015 for degenerative cervical pathology. OUTCOME MEASURES Opioid prescription strength at various timepoints pre- and postoperatively and development of chronic postoperative opioid use. METHODS Prescription opioid use was examined during the following periods: 90 days before 7 days preceding surgery (preoperative), 6 days preceding surgery to 90 days following surgery (perioperative) and from 91 to 365 days following surgery (postoperative). The primary outcome was chronic postoperative opioid use, defined as ≥120 days' supply of opioid prescriptions filled or ≥10 opioid prescriptions between 3 and 12 months postoperatively. Secondary outcomes were high-dose (>90 morphine milligram equivalents [MME]/day) and very high-dose (>200 MME/day) opioid prescriptions. A multivariate logistic model (area under the ROC curve 0.75, p<.001) was built to predict long-term opioid use. RESULTS Among 28,813 patients who underwent ACDF, most were female (55%) and underwent single-level ACDF (68%), with mean age of 50±8.0 years. Fifty-two percent of patients filled an opioid prescription in the preoperative period, 95% of patients filled a prescription in the perioperative period, and 39% of patients filled a prescription in the postoperative period. High-dose and very high-dose opioid prescriptions in the perioperative period were identified in 45% and 24% of patients, respectively, whereas 17% met criteria for chronic postoperative opioid use. The odds of chronic opioid use were highest in the Western US (odds ratio [OR] 1.5, 95% confidence interval [CI] 1.3, 1.6). Duration of opioids prescribed was also highest in the Western US (median 111 days, interquartile range 11-336), p<.001. Factors associated with the highest risk for chronic opioid use were preoperative opioid use (OR 5.7, 95% CI 5.3, 56.2), drug abuse (OR 3.5, 95% CI 2.6, 4.5), depression (OR 1.7, 95% CI 1.6, 1.9), anxiety (OR 1.5, 95% CI 1.4, 1.6), and surgery in the western region of the United States (OR 1.5, 95% CI 1.3, 1.6). CONCLUSIONS Patients undergoing ACDF commonly receive high-dose opioid prescriptions after surgery, and certain patient factors increase risk for chronic opioid use following ACDF. Intervention focusing on patients with these factors is essential to reduce long-term use of prescription opioids and postoperative care.
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Affiliation(s)
- Andrew B Harris
- Department of Orthopedic Surgery, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA
| | - Majd Marrache
- Department of Orthopedic Surgery, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA
| | - Meghana Jami
- Department of Orthopedic Surgery, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA
| | - Micheal Raad
- Department of Orthopedic Surgery, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA
| | - Varun Puvanesarajah
- Department of Orthopedic Surgery, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA
| | - Hamid Hassanzadeh
- Department of Orthopedic Surgery, University of Virginia, Charlottesville, VA, USA
| | - Sang H Lee
- Department of Orthopedic Surgery, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA
| | - Richard Skolasky
- Department of Orthopedic Surgery, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA
| | - Mark Bicket
- Department of Anesthesiology, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA; Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD 21205, USA
| | - Amit Jain
- Department of Orthopedic Surgery, The Johns Hopkins University, 601 N. Caroline St, JHOC 5223, Baltimore, MD 21287, USA.
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Land ME, Wetzel M, Geller RJ, Kamat PP, Grunwell JR. Analysis of 207,543 children with acute opioid poisonings from the United States National Poison Data System. Clin Toxicol (Phila) 2019; 58:829-836. [PMID: 31856616 DOI: 10.1080/15563650.2019.1691731] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Introduction: Previous studies using administrative data have demonstrated that the United States opioid epidemic is harming both adults and children, and is straining health care systems. Our objective is to describe the outcomes and trends in resource use among children with acute opioid ingestions using patient-level case report data.Materials and Methods: This study was a retrospective analysis of prospectively collected data from the 55 poison control centers in the United States which comprise the National Poison Data System (NPDS). Children under 19 years of age with a primary opioid ingestion between 1 January 2005 and 31 December 2018 were included in the analysis. Trends over three eras (2005-2009, 2010-2014, 2015-2018) were assessed using a Cochran-Armitage Trend Test. Yearly trends in the proportion of cases were calculated using generalized linear models. Multi-variable logistic regression analysis was used to calculate the adjusted odds of variables associated with having at least one Pediatric Intensive Care Unit (PICU) level intervention.Results: Children were involved in 207,543 (27.54%) of a total of 1,002,947 primary exposure-related opioid poisoning cases reported to US poison centers. The percentage of patients admitted to a critical care unit from these exposures increased in each era (6.6%, 8.5%, 9.6%). Suicidal intent increased in each era (14.0%, 15.3%, 21.2%), and was associated with increased adjusted odds of receiving a PICU procedure (OR 9.68, CI 7.97-11.76). Fentanyl (OR 12, CI 9.2-15.7), heroin (OR 11.1, CI 9.4-13.1), and methadone (OR 15, CI 13-17.3) were the opioids most associated with having a PICU procedure.Discussion and Conclusions: The severity of admissions for acute opioid ingestions, especially following attempted suicide, has increased over the studied time frame. Efforts focused on reducing access, especially to synthetic and illicit opioids, and addressing adolescent suicidality are needed to reduce these serious consequences of the opioid epidemic on children in the United States.
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Affiliation(s)
- Megan E Land
- Division of Critical Care Medicine, Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta at Egleston, Atlanta, GA, USA
| | - Martha Wetzel
- Department of Pediatrics, Emory + Children's Pediatric Research Biostatistics Core, Atlanta, GA, USA
| | - Robert J Geller
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.,Georgia Poison Center, Atlanta, GA, USA
| | - Pradip P Kamat
- Division of Critical Care Medicine, Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta at Egleston, Atlanta, GA, USA
| | - Jocelyn R Grunwell
- Division of Critical Care Medicine, Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta at Egleston, Atlanta, GA, USA
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168
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Brock JL, Jain N, Phillips FM, Malik AT, Khan SN. Postoperative opioid cessation rates based on preoperative opioid use. Bone Joint J 2019; 101-B:1570-1577. [DOI: 10.1302/0301-620x.101b12.bjj-2019-0080.r2] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Aims The aim of this study was to characterize the relationship between pre- and postoperative opioid use among patients undergoing common elective orthopaedic procedures Patients and Methods Pre- and postoperative opioid use were studied among patients from a national insurance database undergoing seven common orthopaedic procedures using univariate log-rank tests and multivariate Cox proportional hazards analyses. Results A total of 98 769 patients were included; 35 701 patients were opioid-naïve, 11 621 used opioids continuously for six months before surgery, and 4558 used opioids continuously for at least six months but did not obtain any prescriptions in the three months before surgery. Among opioid-naïve patients, between 0.76% and 4.53% used opioids chronically postoperatively. Among chronic preoperative users, between 42% and 62% ceased chronic opioids postoperatively. A three-month opioid-free period preoperatively led to a rate of cessation of chronic opioid use between 82% and 93%, as compared with between 31% and 50% with continuous preoperative use (p < 0.001 for significant changes in opioid use before and after surgery in each procedure). Between 5.6 and 20.0 preoperative chronic users ceased chronic use for every new chronic opioid user. Risk factors for chronic postoperative use included chronic preoperative opioid use (odds ratio (OR) 4.84 to 39.75; p < 0.0001) and depression (OR 1.14 to 1.55; p < 0.05 except total hip arthroplasty). With a three-month opioid-free period before surgery, chronic preoperative opioids elevated the risk of chronic opioid use only mildly, if at all (OR 0.47 to 1.75; p < 0.05 for total shoulder arthroplasty, rotator cuff repair, and carpal tunnel release). Conclusion Chronic preoperative opioid use increases the risk of chronic postoperative use, but an opioid-free period before surgery decreases this risk compared with continuous preoperative use Cite this article: Bone Joint J 2019;101-B:1570–1577
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Affiliation(s)
- J. Logan Brock
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nikhil Jain
- The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Frank M. Phillips
- Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
| | - Azeem T. Malik
- The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Safdar N. Khan
- Division of Spine Surgery, Department of Orthopaedic Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
- Department of Integrated Systems Engineering, Clinical Faculty, Spine Research Institute, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
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169
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Morris MC, Marco M, Bailey B, Ruiz E, Im W, Goodin B. Opioid prescription rates and risk for substantiated child abuse and neglect: A Bayesian spatiotemporal analysis. Drug Alcohol Depend 2019; 205:107623. [PMID: 31698321 PMCID: PMC6893092 DOI: 10.1016/j.drugalcdep.2019.107623] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 08/29/2019] [Accepted: 09/01/2019] [Indexed: 02/08/2023]
Abstract
OBJECTIVES To determine the association between opioid prescribing rates and substantiated abuse and neglect across Tennessee counties during an 11-year period. METHODS We adopted a Bayesian spatiotemporal approach to determine the association between opioid prescribing and rates of substantiated child abuse and neglect over and above environmental and population-level covariates. Annual county-level data for Tennessee (2006-2016) included rates of substantiated child abuse and neglect, rates of drug and non-drug crime incidents, racial and Hispanic composition, per capita income, child poverty and teen birth rates, and vacant housing. RESULTS Higher opioid prescribing rates were associated with greater risk for substantiated child abuse and neglect across Tennessee counties. Risk for substantiated child abuse and neglect was positively associated with vacant housing, child poverty, teen birth rates, and rates of both drug and non-drug criminal incidents - including stimulant arrests. Risk for substantiated child abuse and neglect was negatively associated with percentages of African Americans. CONCLUSIONS Results underscore the importance of opioid prescribing and crime rates as independent determinants of spatial and temporal variation in risk for substantiated child abuse and neglect. Policies that regulate and reduce opioid prescribing have the potential to reduce risk for child abuse and neglect.
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Affiliation(s)
- Matthew C. Morris
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Miriam Marco
- Department of Social Psychology and Methodology, Autonomous University of Madrid, Madrid, Spain
| | - Brooklynn Bailey
- Department of Psychology, The Ohio State University, Columbus, Ohio, USA
| | - Ernesto Ruiz
- Department of Family and Community Medicine, Meharry Medical College, Nashville, Tennessee, USA
| | - Wansoo Im
- Department of Family and Community Medicine, Meharry Medical College, Nashville, Tennessee, USA
| | - Burel Goodin
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, USA
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170
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Harris RA, Kranzler HR, Chang KM, Doubeni CA, Gross R. Long-term use of hydrocodone vs. oxycodone in primary care. Drug Alcohol Depend 2019; 205:107524. [PMID: 31707268 PMCID: PMC9338763 DOI: 10.1016/j.drugalcdep.2019.06.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 05/20/2019] [Accepted: 06/19/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND Hydrocodone and oxycodone are the Schedule II opioids most often prescribed in primary care. Notwithstanding the dangers of prescription opioid use, the likelihood of long-term use with either drug is presently unknown. METHODS Using a retrospective cohort design and data from a commerical healthcare claims repository, we compared the likelihood of long-term use of hydrocodone and oxycodone in primary care patients presenting with acute back pain. Treatment was categorized as long-term if the prescription dates spanned ≥90 days from initial prescription to the run-out date of the last prescription, and included ≥120 days' supply or ≥10 fills. Instrumental variable methods and probit regression were used to model the effect of drug choice on long-term use, estimate the average treatment effect, and correct for confounding by indication. RESULTS A total of 3,983 patients who were prescribed only hydrocodone or only oxycodone were followed for 270 days in 2016. Long-term opioid use was observed in 320 patients (8%). Controlling for potential confounders including morphine milligram equivalents and dosage, an estimated 12% (95 CI, 10%-14%) treated with hydrocodone transitioned to long-term use vs. 2% (95 CI, 1%-3%) on oxycodone. Among patients who received more than one prescription (n = 1,866), an estimated 23% (95 CI, 19%-26%) treated with hydrocodone transitioned to long-term use vs. 5% (95 CI, 3%-7%) on oxycodone. The difference between drugs was supported in sensitivity and subgroup analyses. Sample selection bias was not detected. CONCLUSIONS Long-term use was substantially greater for patients treated with hydrocodone than oxycodone, despite equianalgesia.
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Affiliation(s)
- Rebecca Arden Harris
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
| | - Henry R Kranzler
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States; VISN 4 Mental Illness Research, Education and Clinical Center, The Corporal Michael Crescenz VA Medical Center, United States
| | - Kyong-Mi Chang
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States; The Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, United States
| | - Chyke A Doubeni
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Robert Gross
- Department of Medicine, Infectious Diseases, Department of Epidemiology, Biostatistics, Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
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Five-Year Comparative Analysis of Medicare Opioid Prescription Volume Among Oral and Maxillofacial Surgeons. J Oral Maxillofac Surg 2019; 77:2439-2446. [DOI: 10.1016/j.joms.2019.07.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 07/09/2019] [Accepted: 07/09/2019] [Indexed: 11/18/2022]
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Opioid-Related Diagnoses and Concurrent Claims for HIV, HBV, or HCV among Medicare Beneficiaries, United States, 2015. J Clin Med 2019; 8:jcm8111768. [PMID: 31652928 PMCID: PMC6912616 DOI: 10.3390/jcm8111768] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 10/17/2019] [Accepted: 10/21/2019] [Indexed: 01/10/2023] Open
Abstract
Unsterile opioid injection increases risk for infection transmission, including HIV, hepatitis B virus (HBV), or hepatitis C virus (HCV). We assess prevalence of and risk factors associated with opioid overdose and infections with HIV, HBV, or HCV among Medicare beneficiaries with opioid-related fee-for-service claims during 2015. We conducted a cross-sectional analysis to estimate claims for opioid use and overdose and HIV, HBV, or HCV infections, using data from US Medicare fee-for-service claims. Beneficiaries with opioid-related claims had increased odds for HIV (2.3; 95% confidence interval (CI), 2.3–2.4), acute HBV (6.7; 95% CI, 6.3–7.1), chronic HBV (5.0; 95% CI, 4.7–5.4), acute HCV (9.6; 95% CI, 9.2–10.0), and chronic HCV (8.9; 95% CI, 8.7–9.1). Beneficiaries with opioid-related claims and for HIV, HBV, or HCV infection, respectively, had a 1.1–1.9-fold odds for having a claim for opioid overdose. Independent risk factors for opioid overdose and each selected infection outcome included age, sex, race/ethnicity, region, and residence in a high-vulnerability county. Having opioid-related claims and selected demographic attributes were independent, significant risk factors for having HIV, HBV, or HCV claims among US Medicare beneficiaries. These results might help guide interventions intended to reduce incidences of HIV, HCV, and HBV infections among beneficiaries with opioid-related claims.
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Yan S, Kwan YH, Thumboo J, Low LL. Characteristics and Health Care Utilization of Different Segments of a Multiethnic Asian Population in Singapore. JAMA Netw Open 2019; 2:e1910878. [PMID: 31490539 PMCID: PMC6735407 DOI: 10.1001/jamanetworkopen.2019.10878] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
IMPORTANCE Descriptive population-level health data are critical components of the evidence base for population health policy. Human populations often display marked heterogeneity in their health status among subgroups of the population. The recent widespread adoption of electronic health records provides opportunities to use routine real-world health care data to examine population health. OBJECTIVE To report population sociodemographic characteristics, health conditions, health care utilization, and health care costs for different population segments of a multiethnic Asian population divided according to a modified British Columbia Population Segmentation Framework. DESIGN, SETTING, AND PARTICIPANTS This population-based cross-sectional study used 2016 data from the Singapore Eastern Regional Health System, the largest Regional Health System in Singapore. Data were obtained from deidentified national-level electronic health records at the Ministry of Health Singapore. Participants included all residents in the Singapore Eastern Regional Health System catchment area in 2016. The descriptive analysis was conducted in August 2018. MAIN OUTCOMES AND MEASURES Socioeconomic profiles, disease prevalence, health care utilization, and cost patterns of population segments. RESULTS The total size of the study population in 2016 was 1 181 024 residents (576 663 [48.83%] male; median [interquartile range] age, 40 [22-57] years). The population was divided into 8 segments: healthy with no outpatient utilization (493 483 residents), healthy with outpatient utilization (259 909 residents), healthy with inpatient admissions (49 588 residents), low complex (215 134 residents), medium complex (79 350 residents), high complex (44 445 residents), cancer (34 217 residents), and end of life (4898 residents). Overall, the 3 most prevalent conditions were chronic kidney disease (31.89%), hypertension (18.52%), and lipid disorders (18.33%). Distributions of chronic conditions differed across the segments. Different segments had varying health care utilization patterns: the high-complex segment had the highest number of primary care clinic visits (mean [SD], 4.25 [5.46] visits), the cancer segment had the highest number of specialist outpatient clinic visits (mean [SD], 5.55 [8.49] visits), and the end-of-life segment had the highest numbers of accident and emergency department visits (mean [SD], 1.80 [1.88] visits) and inpatient admissions (mean [SD], 1.99 [1.89] admissions) during 2016. For health care costs, specialist outpatient clinic and inpatient care together made up more than 85% of the total cost of nearly 2 billion Singapore dollars. The end-of-life segment contributed approximately 50% of the health care cost per capita of 60 000 Singapore dollars. CONCLUSIONS AND RELEVANCE Different population segments displayed heterogeneity in sociodemographic characteristics, health conditions, health care utilization, and health care cost patterns. This critical health information can be used as baseline data to inform regional and national health priorities for health services research and policy.
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Affiliation(s)
- Shi Yan
- Family Medicine Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Yu Heng Kwan
- Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Bukit, Singapore
| | - Lian Leng Low
- Department of Family Medicine and Continuing Care, Singapore General Hospital, Bukit, Singapore
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Lokeshwar SD, Horodyski L, Lahorewala SS, Morera DS, Arora H, Kava B, Ramasamy R. The Effect of Bupivacaine on the Efficacy of Antibiotic Coating on Penile Implants in Preventing Infection. Sex Med 2019; 7:337-344. [PMID: 31327724 PMCID: PMC6728772 DOI: 10.1016/j.esxm.2019.06.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 06/16/2019] [Indexed: 11/27/2022] Open
Abstract
Background In an effort to reduce dependence on opioids following inflatable penile prosthesis placement, intra-operative soaking of the implant in Bupivacaine (BUP) has been proposed as part of a multimodal approach to pain control. However, no study has shown if the addition of BUP affects the antimicrobial properties of InhibiZone on AMS700 (Boston Scientific, Marlborough, MA) and/or of antibiotic soaked Titan Coloplast (Coloplast Corporation, Minneapolis, MN). Aim To determine if BUP alters the zone of inhibition (ZOI) against Staphylococcus epidermidis (S epidermidis) and Escherichia coli (E coli), common gram-positive and gram-negative bacterial causes of infection, respectively, created by InhibiZone coated AMS and/or by antibiotic-soaked Coloplast implant. Methods S epidermidis and E coli were spread on agar plates. After a 30-minute incubation, four AMS with InhibiZone strips treated with sterile saline or BUP (1.25 mg/mL) were placed on a plate. 4 Coloplast strips were dipped in varying routinely used concentrations of Rifampin (0–10 mg/mL) plus Gentamicin (0–1 mg/mL; rifampin and gentamicin (R+G)) solution with or without BUP. The ZOI for AMS with InhibiZone and Coloplast dipped in antibiotic solution was measured using ImageJ software. Normalized ZOI was calculated as (ZOI area/plate area) × 100. Unpaired t-test compared the mean ± SD ZOI between BUP and no BUP groups (n = 4/group). Outcomes The primary outcome of the study was the ZOI against E coli and S epidermidis at 24 and 48 hours. Results Growth of both S epidermidis and E coli at 24 and 48 hours of incubation was inhibited in both implants and the addition of BUP did not alter the ZOI. Coloplast strips dipped in R+G produced a ZOI in a dose-dependent manner. Interestingly, the ZOI against S epidermidis compared to that of E coli was much wider for both implants. Clinical Implications This suggests that the use of BUP does not affect the protective effects of antibiotic dips and can potentially be used during penile prosthesis surgery pending clinical trials. Strengths and Limitations This is the first study to evaluate the effect of BUP on anti-bacterial dips. As with all in vitro analysis, further research must be done to see if these findings hold true in the clinical setting. Conclusions The addition of BUP does not impede the in vitro antibacterial activity of InhibiZone-coated AMS or R+G-soaked Coloplast. Whether these in vitro findings translate to surgical outcomes needs to be evaluated in future preclinical trials. Lokeshwar SD, Horodyski L, Lahorewala SS, et al. The Effect of Bupivacaine on the Efficacy of Antibiotic Coating on Penile Implants in Preventing Infection. J Sex Med 2019;7:337−344.
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Affiliation(s)
- Soum D Lokeshwar
- Department of Urology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Laura Horodyski
- Department of Urology, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | | | - Himanshu Arora
- Department of Urology, University of Miami Miller School of Medicine, Miami, FL, USA; The Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, FL, USA
| | - Bruce Kava
- Department of Urology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Ranjith Ramasamy
- Department of Urology, University of Miami Miller School of Medicine, Miami, FL, USA.
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Agapoff JR, Kilaru U. Outpatient buprenorphine induction and maintenance treatment for kratom dependence: A case study. JOURNAL OF SUBSTANCE USE 2019. [DOI: 10.1080/14659891.2019.1638459] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- James R. Agapoff
- Spark M. Matsunaga VA Medical Center, Honolulu, Hawai‘i, USA
- Department of Psychiatry, University of Hawai‘i at Mānoa, Honolulu, Hawai‘i, USA
| | - Usha Kilaru
- Department of Psychiatry, University of Hawai‘i at Mānoa, Honolulu, Hawai‘i, USA
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Errors in eFigure Title and Caption in the Supplement. JAMA Netw Open 2019; 2:e194307. [PMID: 31050768 PMCID: PMC6503487 DOI: 10.1001/jamanetworkopen.2019.4307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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