1
|
Baumann-Larsen M, Storheim K, Stangeland H, Zwart JA, Wentzel-Larsen T, Skurtveit S, Dyb G, Stensland SØ. Childhood trauma and the use of opioids and other prescription analgesics in adolescence and young adulthood: The HUNT Study. Pain 2024; 165:1317-1326. [PMID: 38126936 PMCID: PMC11090031 DOI: 10.1097/j.pain.0000000000003131] [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: 09/19/2023] [Revised: 11/04/2023] [Accepted: 11/07/2023] [Indexed: 12/23/2023]
Abstract
ABSTRACT Opioid and nonopioid analgesics are commonly prescribed to young people to alleviate pain. Even short-term prescriptions increase the risk of persistent use and future misuse of potent analgesics, such as opioids. Childhood trauma exposure has been found to be related to pain conditions and to using more prescription analgesics. This large, prospective cohort study aimed to investigate the association of a broad range of childhood trauma exposures with prescription rates for opioid and nonopioid analgesics in adolescence and young adulthood. Self-reported data on childhood trauma exposures from adolescents (aged 13-19 years) who participated in the Young-HUNT3 Study (2006-2008, n = 8199) were linked to data from the Norwegian Prescription Database (NorPD, 2004-2021). We found that exposure to childhood trauma was consistently associated with higher prescription rates for opioids throughout adolescence and young adulthood. The highest incidence rate ratio (IRR) in adolescence was observed for sexual abuse (IRR 1.63, confidence interval [CI] 1.19-2.23). In young adulthood, the highest IRR was observed for physical violence (2.66, CI 2.27-3.12). The same overall pattern was observed for nonopioid analgesics. The more frequent prescriptions of opioid and nonopioid analgesics to participants exposed to childhood trauma suggests a higher symptom load of pain causing them to seek professional help with pain relief. Receiving potent analgesics is not without risk, and the likelihood of misuse may be elevated among trauma-exposed individuals. A trauma-informed approach to pain could be vital for guiding clinicians to the most effective and least harmful treatment for each patient.
Collapse
Affiliation(s)
- Monica Baumann-Larsen
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Kjersti Storheim
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway
| | - Helle Stangeland
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - John-Anker Zwart
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Tore Wentzel-Larsen
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
- Centre for Child and Adolescent Mental Health, Eastern and Southern Norway, Oslo, Norway
| | - Svetlana Skurtveit
- Department of Chronic Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | - Grete Dyb
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - Synne Øien Stensland
- Division of Clinical Neuroscience, Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| |
Collapse
|
2
|
Kapos FP, Gordon GO, Groenewald CB, Slack K, Wang V, Palermo TM, Wilson AC, Rabbitts JA. Prescription Opioid Decision-making and Use Behaviors in Adolescents With Acute Pain: A Qualitative Study. Clin J Pain 2024; 40:333-340. [PMID: 38347761 PMCID: PMC11087202 DOI: 10.1097/ajp.0000000000001205] [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: 08/23/2023] [Accepted: 01/31/2024] [Indexed: 03/24/2024]
Abstract
OBJECTIVES Understanding adolescent perspectives on prescribed opioids in the context of medical care for acute pain is needed to prevent opioid-related adverse outcomes. We explored factors that may influence opioid decision-making and use behaviors among adolescents prescribed opioids for acute pain. METHODS We conducted semistructured interviews with 19 adolescents (63% females, ages 12 to 17) prescribed opioids upon discharge from surgery or intensive care unit admission. Interview transcripts were coded using inductive thematic analysis. RESULTS Five themes were identified: "Opioid use to reduce extreme pain and facilitate acute recovery"; "Familiarity with risks and negative effects of opioids"; "Assessment of opioid risk based on individual characteristics and use behaviors"; "Careful balance of risks, benefits, and symptoms when taking opioids"; "Importance of trusted adults for adolescent opioid management". Adolescents commonly believe opioids are only appropriate for severe pain that cannot be managed with other strategies. Most (but not all) adolescents were aware of addiction and other potential opioid harms and generally disapproved of misuse. However, a few adolescents would consider taking unprescribed opioids for severe pain. Adolescents wanted to be well informed for opioid decision-making, considering guidance from trusted adults. DISCUSSION Adolescents often demonstrated active and sound participation in shared opioid decision-making, influenced by complex integration of inputs and self-reflection. Conversely, potential factors that could contribute to risky behaviors included low personal risk perceptions, uncertainty about what constitutes opioid misuse, and avoidance of prescribed opioids despite extreme pain. Future studies may explore associations of adolescents' opioid decision-making with longer-term pain and opioid-related outcomes.
Collapse
Affiliation(s)
- Flavia P. Kapos
- Center for Child Health, Behavior and Development, Seattle Children’s Research Institute, Seattle, United States
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, United States
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, United States
| | - Grace O. Gordon
- Center for Clinical and Translational Research, Seattle Children’s Research Institute, Seattle, United States
- College of Arts and Sciences, University of Washington, Seattle, United States
| | - Cornelius B. Groenewald
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, United States
| | - Katherine Slack
- Elson S. Floyd College of Medicine, Washington State University, Spokane, United States
| | - Vienna Wang
- Center for Clinical and Translational Research, Seattle Children’s Research Institute, Seattle, United States
- College of Arts and Sciences, University of Washington, Seattle, United States
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, United States
| | - Tonya M. Palermo
- Center for Child Health, Behavior and Development, Seattle Children’s Research Institute, Seattle, United States
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, United States
| | - Anna C. Wilson
- Department of Pediatrics, Oregon Health & Science University, Portland, United States
| | - Jennifer A. Rabbitts
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, United States
| |
Collapse
|
3
|
Noureldin M, Van T, Cohen-Mekelburg S, Scott FI, Higgins PDR, Stidham RW, Hou J, Waljee AK, Berinstein JA. Legalization of Cannabis Does Not Reduce Opioid Prescribing in Patients With Inflammatory Bowel Disease: A Difference-in-Difference Analysis. Am J Gastroenterol 2024:00000434-990000000-01149. [PMID: 38767951 DOI: 10.14309/ajg.0000000000002834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 04/12/2024] [Indexed: 05/22/2024]
Abstract
INTRODUCTION Cannabis may provide inflammatory bowel disease (IBD) patients with an alternative to opioids for pain. METHODS We conducted a difference-in-difference analysis using MarketScan. Changes over time in rates of opioid prescribing were compared in states with legalized cannabis to those without. RESULTS We identified 6,240 patients with IBD in states with legalized cannabis and 79,272 patients with IBD in states without legalized cannabis. The rate of opioid prescribing decreased over time in both groups and were not significantly different (attributed differential = 0.34, confidence interval -13.02 to 13.70, P = 0.96). DISCUSSION Opioid prescribing decreased from 2009 to 2016 among patients with IBD in both states with legalized and state without legalized cannabis, similar to what has been observed nationally across a variety of diseases. Cannabis legalization was not associated with a lower rate of opioid prescribing for patients with IBD.
Collapse
Affiliation(s)
- Mohamed Noureldin
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
| | - Tony Van
- VA Center for Clinical Management Research, VA Ann Arbor Health Care System, Ann Arbor, MI, USA
| | - Shirley Cohen-Mekelburg
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
- VA Center for Clinical Management Research, VA Ann Arbor Health Care System, Ann Arbor, MI, USA
- Institute of Healthcare Policy and Innovation, University of Medicine, Ann Arbor, MI, USA
| | - Frank I Scott
- Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Peter D R Higgins
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
| | - Ryan W Stidham
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
- Institute of Healthcare Policy and Innovation, University of Medicine, Ann Arbor, MI, USA
- Department of Computational Medicine and Bioinformatics University of Michigan Ann Arbor, Michigan
| | - Jason Hou
- Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, TX, USA
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey Veterans Affairs Medical Center, Baylor College of Medicine, TX, USA
| | - Akbar K Waljee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
- VA Center for Clinical Management Research, VA Ann Arbor Health Care System, Ann Arbor, MI, USA
- Institute of Healthcare Policy and Innovation, University of Medicine, Ann Arbor, MI, USA
- Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
- Center for Global Health Equity, University of Michigan, Ann Arbor, MI, USA
| | - Jeffrey A Berinstein
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
- Institute of Healthcare Policy and Innovation, University of Medicine, Ann Arbor, MI, USA
| |
Collapse
|
4
|
Lu A, Armstrong M, Alexander R, Vest E, Chang J, Zhu M, Xiang H. Trends in pediatric prescription-opioid overdoses in U.S. emergency departments from 2008-2020: An epidemiologic study of pediatric opioid overdose ED visits. PLoS One 2024; 19:e0299163. [PMID: 38630653 PMCID: PMC11023208 DOI: 10.1371/journal.pone.0299163] [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: 05/11/2023] [Accepted: 02/05/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Opioid overdose was declared a public health emergency in the United States, but much of the focus has been on adults. Child and adolescent exposure and access to unused prescription-opioid medications is a big concern. More research is needed on the trend of pediatric (age 0-17) prescription-opioid overdose emergency department (ED) visits in the United States, particularly during the COVID-19 pandemic year. METHODS This retrospective epidemiological study used the 2008-2020 Nationwide Emergency Department Sample to provide a national estimate of ED visits related to prescription-opioid overdose. Inclusion criteria were 0-17-year-old patients treated at the ED due to prescription-opioid overdose. Eligible visits were identified if their medical records included any administrative billing codes for prescription-opioid overdose. National estimates were broken down by age groups, sex, geographic region, primary payer, median household income by zip code, ED disposition, and hospital location/teaching status. Incidence rate per 100,000 U.S. children was calculated for age groups, sex, and geographic region. RESULTS Overall, the prescription-opioid overdose ED visits for patients from 0-17 years old in the United States decreased by 22% from 2008 to 2019, then increased by 12% in 2020. Most patients were discharged to home following their ED visit; however, there was a 42% increase in patients admitted from 2019 to 2020. The prescription-opioid overdose rate per 100,000 U.S. children was highest in the 0 to 1 and 12 to 17 age groups, with the 12 to 17 group increasing by 27% in 2020. ED visits in the West and Midwest saw prescription-opioid visits increase by 58% and 20%, respectively, from 2019-2020. CONCLUSIONS Prescription-opioid overdose ED visits among U.S. children and adolescents decreased over the past decade until 2019. However, there was a substantial increase in ED visits from 2019 to 2020, suggesting the potential impact due to the then-emerging COVID-19 pandemic. Findings suggest focusing on young children and adolescents to reduce further prescription-opioid overdoses in the United States.
Collapse
Affiliation(s)
- Audrey Lu
- The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Center for Pediatric Trauma Research, Columbus, OH, United States of America
| | - Megan Armstrong
- The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Center for Pediatric Trauma Research, Columbus, OH, United States of America
- The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Center for Injury Research and Policy, Columbus, OH, United States of America
| | - Robin Alexander
- Biostatistics Resource at Nationwide Children’s Hospital (BRANCH), The Ohio State University, Columbus, OH, United States of America
| | - Eurella Vest
- The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Center for Pediatric Trauma Research, Columbus, OH, United States of America
- Ohio University Heritage College of Osteopathic Medicine, Dublin Campus, Dublin, OH, United States of America
| | - Jonathan Chang
- Department of Emergency Medicine, Nationwide Children’s Hospital, Columbus, OH, United States of America
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Motao Zhu
- The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Center for Injury Research and Policy, Columbus, OH, United States of America
| | - Henry Xiang
- The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Center for Pediatric Trauma Research, Columbus, OH, United States of America
- The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Center for Injury Research and Policy, Columbus, OH, United States of America
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States of America
| |
Collapse
|
5
|
Ehrenthal DB, Wang Y, Pac J, Durrance CP, Kirby RS, Berger LM. Trends in prenatal prescription opioid use among Medicaid beneficiaries in Wisconsin, 2010-2019. J Perinatol 2024:10.1038/s41372-024-01954-y. [PMID: 38561393 DOI: 10.1038/s41372-024-01954-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 03/20/2024] [Accepted: 03/25/2024] [Indexed: 04/04/2024]
Abstract
OBJECTIVE To examine changes in prenatal opioid prescription exposure following new guidelines and policies. STUDY DESIGN Cohort study of all (262,284) Wisconsin Medicaid-insured live births 2010-2019. Prenatal exposures were classified as analgesic, short term, and chronic (90+ days), and medications used to treat opioid use disorder (MOUD). We describe overall and stratified temporal trends and used linear probability models with interaction terms to test their significance. RESULT We found 42,437 (16.2%) infants with prenatal exposure; most (90.5%) reflected analgesic opioids. From 2010 to 2019, overall exposure declined 12.8 percentage points (95% CI = 12.1-13.1). Reductions were observed across maternal demographic groups and in both rural and urban settings, though the extent varied. There was a small reduction in chronic analgesic exposure and a concurrent increase in MOUD. CONCLUSION Broad and sustained declines in prenatal prescription opioid exposure occurred over the decade, with little change in the percentage of infants chronically exposed.
Collapse
Affiliation(s)
- Deborah B Ehrenthal
- Department of Biobehavioral Health, College of Health and Human Development, The Pennsylvania State University, University Park, PA, USA.
- Social Science Research Institute, The Pennsylvania State University, University Park, PA, USA.
| | - Yi Wang
- Social Science Research Institute, The Pennsylvania State University, University Park, PA, USA
- Silberman School of Social Work, Hunter College, City University of New York, New York, NY, USA
| | - Jessica Pac
- Sandra Rosenbaum School of Social Work, College of Letters and Sciences, University of Wisconsin-Madison, Madison, WI, USA
- Institute for Research on Poverty, College of Letters and Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Christine Piette Durrance
- Institute for Research on Poverty, College of Letters and Sciences, University of Wisconsin-Madison, Madison, WI, USA
- La Follette School of Public Affairs, University of Wisconsin-Madison, Madison, WI, USA
| | - Russell S Kirby
- Chiles Center, College of Public Health, University of South Florida, Tampa, FL, USA
| | - Lawrence M Berger
- Sandra Rosenbaum School of Social Work, College of Letters and Sciences, University of Wisconsin-Madison, Madison, WI, USA
- Institute for Research on Poverty, College of Letters and Sciences, University of Wisconsin-Madison, Madison, WI, USA
| |
Collapse
|
6
|
Keane OA, Ourshalimian S, Lakshmanan A, Lee HC, Hintz SR, Nguyen N, Ing MC, Gong CL, Kaplan C, Kelley-Quon LI. Institutional and Regional Variation in Opioid Prescribing for Hospitalized Infants in the US. JAMA Netw Open 2024; 7:e240555. [PMID: 38470421 PMCID: PMC10936113 DOI: 10.1001/jamanetworkopen.2024.0555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 01/04/2024] [Indexed: 03/13/2024] Open
Abstract
Importance High-risk infants, defined as newborns with substantial neonatal-perinatal morbidities, often undergo multiple procedures and require prolonged intubation, resulting in extended opioid exposure that is associated with poor outcomes. Understanding variation in opioid prescribing can inform quality improvement and best-practice initiatives. Objective To examine regional and institutional variation in opioid prescribing, including short- and long-acting agents, in high-risk hospitalized infants. Design, Setting, and Participants This retrospective cohort study assessed high-risk infants younger than 1 year from January 1, 2016, to December 31, 2022, at 47 children's hospitals participating in the Pediatric Health Information System (PHIS). The cohort was stratified by US Census region (Northeast, South, Midwest, and West). Variation in cumulative days of opioid exposure and methadone treatment was examined among institutions using a hierarchical generalized linear model. High-risk infants were identified by International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes for congenital heart disease surgery, medical and surgical necrotizing enterocolitis, extremely low birth weight, very low birth weight, hypoxemic ischemic encephalopathy, extracorporeal membrane oxygenation, and other abdominal surgery. Infants with neonatal opioid withdrawal syndrome, in utero substance exposure, or malignant tumors were excluded. Exposure Any opioid exposure and methadone treatment. Main Outcomes and Measures Regional and institutional variations in opioid exposure. Results Overall, 132 658 high-risk infants were identified (median [IQR] gestational age, 34 [28-38] weeks; 54.5% male). Prematurity occurred in 30.3%, and 55.3% underwent surgery. During hospitalization, 76.5% of high-risk infants were exposed to opioids and 7.9% received methadone. Median (IQR) length of any opioid exposure was 5 (2-12) cumulative days, and median (IQR) length of methadone treatment was 19 (7-46) cumulative days. There was significant hospital-level variation in opioid and methadone exposure and cumulative days of exposure within each US region. The computed intraclass correlation coefficient estimated that 16% of the variability in overall opioid prescribing and 20% of the variability in methadone treatment was attributed to the individual hospital. Conclusions and Relevance In this retrospective cohort study of high-risk hospitalized infants, institution-level variation in overall opioid exposure and methadone treatment persisted across the US. These findings highlight the need for standardization of opioid prescribing in this vulnerable population.
Collapse
Affiliation(s)
- Olivia A. Keane
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
| | - Shadassa Ourshalimian
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
| | - Ashwini Lakshmanan
- Department of Health Systems Science, Bernard J. Tyson Kaiser Permanente School of Medicine, Pasadena, California
| | - Henry C. Lee
- Division of Neonatology, University of California San Diego, La Jolla
| | - Susan R. Hintz
- Stanford University School of Medicine, Department of Pediatrics, Division of Neonatology, Palo Alto, California
| | - Nam Nguyen
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
- Division of Pediatric Surgery, Memorial Care Miller Children’s & Women’s Hospital, Long Beach, California
| | - Madeleine C. Ing
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
| | - Cynthia L. Gong
- Fetal and Neonatal Institute, Division of Neonatology, Department of Pediatrics, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles
| | - Cameron Kaplan
- USC Gehr Family Center for Health Systems Science and Innovation, Keck School of Medicine, University of Southern California, Los Angeles
| | - Lorraine I. Kelley-Quon
- Division of Pediatric Surgery, Children’s Hospital Los Angeles, Los Angeles, California
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| |
Collapse
|
7
|
Korst MR, Santos Teles M, Choudhry HS, Santitoro JG, Garcia DJ, Schwab SMT, Kra JA. Characterizing Opioid Prescribing Trends of Medical Oncologists From 2013 to 2019: Analysis From the Centers for Medicare & Medicaid Services Medicare Part D Prescribers Database. JCO Oncol Pract 2024; 20:268-277. [PMID: 38061003 DOI: 10.1200/op.23.00285] [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: 05/09/2023] [Revised: 07/21/2023] [Accepted: 10/23/2023] [Indexed: 02/15/2024] Open
Abstract
PURPOSE Opioid prescribing trends in medical oncology are poorly defined past 2017, the year after the CDC updated opioid prescription guidelines in noncancer settings. We aim to characterize pain management by medical oncologists by analyzing opioid and gabapentin prescribing trends from 2013 to 2019, identify physician-related factors associated with prescribing patterns, and assess whether CDC guidelines for nononcologic settings changed prescribing patterns. METHODS The Centers for Medicare & Medicaid Services (CMS) Medicare Part D Prescribers-by Provider, CMS Medicare Part D Prescribers-by Provider and Drug, and CMS Medicare Physician National Downloadable files from 2013 to 2019 were merged by National Provider Identification. The database included physicians' sex, years of practice, regions, and practice settings. Multivariable binary logistic regression identified significant predictors of total opioid, long-acting opioid, and gabapentin prescriptions. RESULTS Binary logistic regression modeling revealed no significant difference in mean daily total opioid prescriptions from 2013 to 2017. Daily opioid prescriptions by medical oncologists decreased significantly after 2017 (P < .001). Increased opioid prescribing was associated with physician male sex (P < .001), practicing over 10 years (P < .001), and practice in nonurban areas (P < .001). Opioid prescribing was greatest in the South and Midwest United States (P < .001). The same patterns were observed with total long-acting opioid prescriptions, whereas gabapentin prescribing increased from 2013 to 2019 (P < .001). CONCLUSION Opioid prescriptions by medical oncologists decreased significantly from 2013 to 2019, but this decrease was most substantial from 2017 to 2019. These results may imply that the 2016 CDC guidelines influenced medical oncologists, particularly more junior physicians in urban settings, to manage chronic cancer pain with alternative therapies.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Joshua A Kra
- Division of Hematology/Oncology, Rutgers New Jersey Medical School, Rutgers Cancer Institute of New Jersey at University Hospital, Newark, NJ
| |
Collapse
|
8
|
Tuttnauer A, Atias D, Reznik O, Shomron N, Obolski U. Opioid trends and risk factors for sustained use among children and adolescents in Israel: a retrospective cohort study. Pain 2024:00006396-990000000-00491. [PMID: 38193827 DOI: 10.1097/j.pain.0000000000003153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/17/2023] [Indexed: 01/10/2024]
Abstract
ABSTRACT Despite growing global concern over opioids, little is known about the epidemiology of opioid use in children and adolescents. This retrospective study investigated opioid use trends and identified risk factors associated with sustained opioid use among outpatient children and adolescents in Israel. Electronic health records of 110,955 children and adolescents were used to establish opioid purchase trends in outpatient settings between 2003 and 2021. Of these, data from 2012 to 2021, n = 32,956, were included in a Cox proportional hazards analysis to identify demographic, clinical, and pharmacological risk factors for sustained opioid use. An increase in opioid use was observed, with a notable rise among strong opioids, peripheral areas, and noncancer patients. Prevalence of sustained opioid users was approximately 2.5%. Risk factors with significant adjusted hazard ratios for sustained use included history of frequent doctor visits 1.82 (95% CI [1.50-2.22]) and drug purchases 1.30 (95% CI [1.07-1.58]), malignancy 1.50 (95% CI [1.07-2.09]), history of cardiovascular (1.44 (95% CI [1.04-1.98]) and pain-related conditions 1.34 (95% CI [1.14-1.58]), and different opioid substances (relative to codeine use): tramadol 2.38 (95% CI [1.73-3.27]), oxycodone 4.29 (95% CI [3.00-6.16]), and "other strong opioids" 6.05 (95% CI [3.59-10.2]). Awareness of observed increase in opioid purchases is crucial for doctors and public health practitioners. Additional monitoring and secondary prevention of children and adolescents possessing the identified risk factors should facilitate where appropriate reducing sustained opioid use when it is unnecessary.
Collapse
Affiliation(s)
- Aviv Tuttnauer
- Department of Anesthesia, Pain Treatment Service, Schneider Children's Medical Center of Israel, Petach Tikva, Israel
| | - Dor Atias
- School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Orly Reznik
- School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Data Research Center, Research Authority, Schneider Children's Medical Center of Petach Tikva, Israel, Israel
| | - Noam Shomron
- Faculty of Medicine, Edmond J Safra Center for Bioinformatics, Sagol School of Neurosceince, Djerassi Institute of Oncology, Innovaiton Labs (TILabs), Tel-Aviv University, Tel Aviv, Israel
| | - Uri Obolski
- School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Porter School of the Environment and Earth Sciences, Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, Israel
| |
Collapse
|
9
|
Sofia JT, Kim A, Jones I, Rabbitts JA, Groenewald CB. Opioid prescription rates associated with surgery among adolescents in the United States from 2015 to 2020. Paediatr Anaesth 2023; 33:1083-1090. [PMID: 37789737 PMCID: PMC10872763 DOI: 10.1111/pan.14753] [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: 06/05/2023] [Revised: 08/07/2023] [Accepted: 08/23/2023] [Indexed: 10/05/2023]
Abstract
INTRODUCTION The United States currently faces an epidemic of opioid misuse which extends to adolescent surgical populations. Opioid prescriptions after surgery are associated with persistent opioid use and serve as a reservoir for diversion. However, it is unclear what proportion of opioid prescriptions are surgical, and little is known about trends in opioid prescription rates associated with surgery in adolescents in the United States. This study aims to describe national trends in postsurgical opioid prescription rates over time among adolescents in the United States. METHODS We conducted a population-based cross-sectional analysis of data captured in the Medical Expenditure Panel Survey (MEPS) from 2015 to 2020. MEPS classified adolescents 10-19 years of age (n = 26 909) as having a surgical procedure if they had any inpatient, outpatient, or emergency department visit during which a surgical procedure was performed. RESULTS Mean age (SD) of the sample was 14.4 (0.01) years. Sociodemographic characteristics were representative of the USA adolescent population. In total, 4.7% of adolescents underwent a surgical procedure. The surgery rate remained stable between 2015 (4.3%): and 2020 (4.4%) and was lower among minority populations. The combined rate of opioid prescribing for surgical and nonsurgical indications significantly decreased from 4.1% in 2015 to 1.4% in 2020 among all adolescents, an estimated difference of 2.7% (95% confidence interval (CI): 1.7%-3.7%, p < .0001). However, opioid prescribing for surgery remained relatively stable (1% in 2015 vs. 0.8% in 2020). DISCUSSION Opioid prescription rates associated with surgery remained stable between 2015 and 2020 in the United States, despite significant decreases in prescribing among nonsurgical populations. Surgery is now a leading source of medical prescribed opioids among adolescents. Secondary findings included a stable trend in surgery utilization between 2015 and 2020, as well as continued racial disparities, both in terms of surgery utilization and opioid prescribing. CONCLUSION The large number of adolescents being prescribed opioids for surgery in the USA each year, suggests there is a need for national guidelines aimed at adolescent opioid use, similar to the recent CDC guidelines aimed at adult opioid use.
Collapse
Affiliation(s)
- Joseph T. Sofia
- Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, Washington
| | - Agnes Kim
- Medical College of Georgia at Augusta University, Augusta University/University of Georgia Medical Partnership, Athens, Georgia
| | - Ian Jones
- Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, Washington
| | - Jennifer A. Rabbitts
- Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, Washington
- Center for Clinical and Translation Research, Seattle Children’s Hospital, Seattle Washington
| | - Cornelius B. Groenewald
- Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, Washington
- Center for Child Health, Behavior, and Development, Seattle Children’s Hospital, Seattle Washington
| |
Collapse
|
10
|
Armstrong M, Groner JI, Samora J, Olbrecht VA, Tram NK, Noffsinger D, Boyer EW, Xiang H. Impact of opioid law on prescriptions and satisfaction of pediatric burn and orthopedic patients: An epidemiologic study. PLoS One 2023; 18:e0294279. [PMID: 37972014 PMCID: PMC10653505 DOI: 10.1371/journal.pone.0294279] [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: 05/15/2023] [Accepted: 10/30/2023] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVES The objective of this study was to determine the reduction in prescribed opioid pain dosage units to pediatric patients experiencing acute pain and to assess patient satisfaction with pain control 90-day post discharge following the 2017 Ohio opioid prescribing cap law. METHODS The retrospective chart review included 960 pediatric (age 0-18 years) burn injury and knee arthroscopy patients treated between August 1, 2015-August 31, 2019. Prospectively, legal guardians completed a survey for a convenience sample of 50 patients. Opioid medications (days and morphine milligram equivalents (MMEs)/kg) prescribed at discharge before and after the Ohio law implementation were collected. Guardians reported experience and satisfaction with their child's opioid prescription at 90-days post discharge. RESULTS From pre-law to post-law, there was a significant decrease (p<0.001) within the burn and knee cohorts in the median days (1.7 to 1.0 and 5.0 to 3.8, respectively) and median total MMEs prescribed (15.0 to 2.5 and 150.0 to 90.0, respectively). An interrupted time series analysis revealed a statistically significant decrease in MMEs/kg and days prescribed at discharge when the 2017 Ohio opioid prescription law went into effect, with an abrupt level change. Prospectively, more than half of participants were satisfied (72% burn and 68% knee) with their pain control and felt they received the right amount of medication (84% burn and 56% knee). Inpatient opioid use was not changed pre- and post-law. CONCLUSIONS Discharge opioids prescribed for pediatric burn and knee arthroscopy procedures has decreased from 2015-2019. Caregivers varied greatly in their satisfaction with pain control and the amount of opioid prescribed.
Collapse
Affiliation(s)
- Megan Armstrong
- Center for Pediatric Trauma Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
| | - Jonathan I. Groner
- Center for Pediatric Trauma Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
- Department of Pediatric Surgery, Nationwide Children’s Hospital, Columbus, OH, United States of America
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Julie Samora
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States of America
- Department of Orthopedics, Nationwide Children’s Hospital, Columbus, OH, United States of America
| | - Vanessa A. Olbrecht
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States of America
- Department of Anesthesiology and Pain Medicine, Nationwide Children’s Hospital, Columbus, OH, United States of America
| | - Nguyen K. Tram
- Department of Anesthesiology and Pain Medicine, Nationwide Children’s Hospital, Columbus, OH, United States of America
| | - Dana Noffsinger
- Center for Pediatric Trauma Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
- Department of Pediatric Surgery, Nationwide Children’s Hospital, Columbus, OH, United States of America
| | - Edward W. Boyer
- Department of Emergency Medicine, The Ohio State University College of Medicine, Columbus, OH, United States of America
| | - Henry Xiang
- Center for Pediatric Trauma Research, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
- Center for Injury Research and Policy, The Abigail Wexner Research Institute at Nationwide Children’s Hospital, Columbus, OH, United States of America
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, United States of America
| |
Collapse
|
11
|
Nair AA, Placencia JL, Farber HJ, Aparasu RR, Johnson M, Chen H. Trends in Repeat Opioid Analgesic Prescription Utilization for Acute Pain in Children: 2013-2018. Acad Pediatr 2023:S1876-2859(23)00372-8. [PMID: 37802247 DOI: 10.1016/j.acap.2023.09.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 09/27/2023] [Accepted: 09/30/2023] [Indexed: 10/08/2023]
Abstract
OBJECTIVE Our study examined the change in repeat opioid analgesic prescription trends in children and adolescents experiencing acute pain between 2013 and 2018. METHODS Eligible individuals were children and adolescents between 1 and 17 years of age enrolled in a Medicaid Managed Care plan and filled an incident opioid analgesic prescription from 2013 to 2018. A repeat opioid prescription was defined as receiving a subsequent opioid prescription within 30 days from the end of the incident opioid prescription. A generalized linear regression analysis was conducted to examine changes in repeat opioid analgesic dispensing over time at quarterly intervals from January 1, 2013, to December 31, 2018. RESULTS The cohort comprised 17,086 children and adolescents receiving an incident opioid analgesic. Of these, 1780 (10.4%) filled a repeat opioid analgesic prescription. There was a significant decline in the repeat opioid analgesic trend from 11.5% in Q1 2013 to 9.6% in Q4 2018. Stratified analyses by age, sex, and race and ethnicity in a sub-cohort of patients undergoing surgical procedures showed that a significant decline in repeat opioid utilization over time has been observed in all racial/ethnic groups stratified by age and sex, with the most significant decline found in non-Hispanic White children and Hispanic adolescents. At the end of the 6-year follow-up, the racial and ethnic variations in repeat opioid utilization associated with surgical procedures had significantly reduced in children yet persisted among adolescents. CONCLUSIONS Approximately 10% of incident pediatric opioid analgesic recipients received a repeat opioid prescription. There has been a moderate but steady decline (∼7% per quarter) in repeat opioid analgesic utilization between 2013 and 2018.
Collapse
Affiliation(s)
- Abhishek A Nair
- Department of Pharmaceutical Health Outcomes and Policy (AA Nair, RR Aparasu, M Johnson, and H Chen), College of Pharmacy, University of Houston, Houston, Tex
| | | | - Harold J Farber
- Department of Pediatrics (HJ Farber), Section of Pulmonology, Baylor College of Medicine and Texas Children's Hospital, Houston, Tex
| | - Rajender R Aparasu
- Department of Pharmaceutical Health Outcomes and Policy (AA Nair, RR Aparasu, M Johnson, and H Chen), College of Pharmacy, University of Houston, Houston, Tex
| | - Michael Johnson
- Department of Pharmaceutical Health Outcomes and Policy (AA Nair, RR Aparasu, M Johnson, and H Chen), College of Pharmacy, University of Houston, Houston, Tex
| | - Hua Chen
- Department of Pharmaceutical Health Outcomes and Policy (AA Nair, RR Aparasu, M Johnson, and H Chen), College of Pharmacy, University of Houston, Houston, Tex.
| |
Collapse
|
12
|
Abraham O, Szela L, Rosenberger C, Birstler J, Li J, Hetzel S. Examining the Critical Need for Tailored Adolescent Opioid Education: A National Study. J Pediatr Pharmacol Ther 2023; 28:297-307. [PMID: 37795282 PMCID: PMC10547048 DOI: 10.5863/1551-6776-28.4.297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 09/12/2022] [Indexed: 10/06/2023]
Abstract
OBJECTIVE Prescription opioid education can be a preventative measure for opioid misuse. However, most research focuses on adult perspectives rather than adolescents. This study aimed to understand adolescents' attitudes, perceptions, knowledge about prescription opioids, and preferences and prior educational exposure to opioid safety. METHODS Data were collected from November to December 2020. Quota sampling through Qualtrics was used to recruit a national sample of 13- to 18-year-old adolescents who lived in the United States and could understand English. RESULTS A total of 774 responses were analyzed. The most frequently reported source of opioid information was speaking with parents (72%). More than half (54.7%) of participants preferred technology-based education. Participants with a personal history of opioid prescription scored no differently on safe handling and storage of opioids. There was a strong relationship between participants who reported prior knowledge of what opioids are and stopping their friend from using an opioid medication for non-medical purposes (χ2 (1, N = 684) = 3.5; p = 0.042). Participants with prior education on opioid disposal did not know that -returning opioids to the pharmacy was correct (χ2 (1, N = 425) = 3.8; p = 0.254). CONCLUSIONS Participants were less knowledgeable about safe storage and disposal of opioids, preferred technology-based education, and were extremely likely to talk to their parents about opioid information. Findings reaffirm the significance of opioid safety education and communication between adolescents and parents. Adolescent demographic characteristics, preferences, and prior knowledge should be considered when providing opioid safety education.
Collapse
Affiliation(s)
- Olufunmilola Abraham
- University of Wisconsin-Madison School of Pharmacy, Social and Administrative Sciences Division (OA, LS, CR, JL), Madison, WI
| | - Lisa Szela
- University of Wisconsin-Madison School of Pharmacy, Social and Administrative Sciences Division (OA, LS, CR, JL), Madison, WI
| | - Claire Rosenberger
- University of Wisconsin-Madison School of Pharmacy, Social and Administrative Sciences Division (OA, LS, CR, JL), Madison, WI
| | - Jen Birstler
- University of Wisconsin-Madison Department of Biostatistics and Medical Informatics (JB, SH), Madison, WI
| | - Jenny Li
- University of Wisconsin-Madison School of Pharmacy, Social and Administrative Sciences Division (OA, LS, CR, JL), Madison, WI
| | - Scott Hetzel
- University of Wisconsin-Madison Department of Biostatistics and Medical Informatics (JB, SH), Madison, WI
| |
Collapse
|
13
|
Lu H, Zheng J, Wang Y. Geospatial Analysis of Opioid Dispensing Patterns in California: A 2021 Real-World Study. Healthcare (Basel) 2023; 11:1732. [PMID: 37372850 DOI: 10.3390/healthcare11121732] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 06/04/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023] Open
Abstract
The misuse and abuse of opioids has become a serious public health threat in the United States. The state of California has been hit particularly hard by the opioid epidemic, with a noticeable increase in opioid-related fatalities and hospitalizations. This brief report paper aims to contribute to the growing literature by conducting a geospatial analysis of opioid dispensing patterns in California in 2021. The primary objective was to identify areas characterized by high-risk opioid dispending patterns and explore possible contributing factors. This retrospective study analyzed data from over 7 million records of opioid and benzodiazepine prescriptions dispensed by outpatient pharmacies in California in 2021. A series of generalized linear regression models was employed to assess the impact of neighborhood characteristics on opioid recipients and high-risk opioid dispensing. The study defined high-risk opioid dispensing behavior as: (1) multiple provider episodes, (2) overlapping opioid prescriptions for seven or more days, (3) overlapping opioid and benzodiazepine prescriptions for seven or more days, and (4) a high standardized dosage of opioid prescriptions per month. The study identified variables associated with high-risk opioid dispensing behaviors, including age, population density, income, and housing-related variables, as well as marital status and family-related variables. The study uncovered that there are noticeable disparities in opioid dispensing among different racial and ethnic groups within California. The findings indicated a correlation of high-risk dispensing indicators with certain demographic and socioeconomic factors. There was a substantial regional variation in opioid dispensing practices, with certain rural areas having higher rates of opioid prescriptions than urban areas.
Collapse
Affiliation(s)
- Hongxia Lu
- Department of Pharmaceutical Economics and Policy, School of Pharmacy, Chapman University, Irvine, CA 92618, USA
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jianwei Zheng
- Department of Pharmaceutical Economics and Policy, School of Pharmacy, Chapman University, Irvine, CA 92618, USA
| | - Yun Wang
- Department of Pharmaceutical Economics and Policy, School of Pharmacy, Chapman University, Irvine, CA 92618, USA
| |
Collapse
|
14
|
Callaway Kim K, Khouja T, Burgette JM, Evans CT, Calip GS, Gellad WF, Suda KJ. Trends in dispensed prescriptions for opioids, sedatives, benzodiazepines, gabapentin, and stimulants to children by general dentists, 2012-2019. Pharmacoepidemiol Drug Saf 2023; 32:625-634. [PMID: 36573575 DOI: 10.1002/pds.5589] [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: 08/13/2022] [Revised: 12/14/2022] [Accepted: 12/22/2022] [Indexed: 12/28/2022]
Abstract
PURPOSE Opioids, benzodiazepines and sedatives can manage dental pain, fear and anxiety but have a narrow margin of safety in children. General dentists may inappropriately prescribe gabapentin and stimulants. National evidence on dispensing rates of these high-alert medicines by dentists to children is limited. METHODS We utilize join-point regression to identify changes in fills for opioids, sedatives, benzodiazepines, gabapentin, and stimulants to children <18 years from 2012 to 2019 in a national dataset comprising 92% of dispensed outpatient prescriptions by dentists. RESULTS From 2012 to 2019, 3.8 million children filled prescriptions for high-alert drugs from general dentists. National quarterly dispensing of high-alert drugs decreased 63.1%, from 10456.0 to 3858.8 days per million. Opioids accounted for 69.4% of high-alert prescriptions. From 2012 to 2019, fills for opioids, sedatives, benzodiazepines, and stimulants decreased by 65.2% (7651.8 to 2662.7), 43.4% (810.9 to 458.7), 43.6% (785.7 to 442.7) and 89.3% (825.6 to 88.6 days per million), respectively. Gabapentin increased 8.1% (121.8 to 131.7 days per million). A significant decrease in high-alert fills occurred in 2016, (-6.0% per quarter vs. -1.6% pre-2016, P-value<0.001), especially for opioids (-7.0% vs. -1.2%, P-value<0.001). Older teenagers (15-17 years) received 42.5% of high-alert prescriptions. Low-income counties in the South were overrepresented among top-prescribing areas in 2019. CONCLUSIONS We found promising national decreases in fills for high-alert medicines to children by general dentists from 2012 to 2019. However, older teenagers and children in some counties continued to receive dental opioids at high rates. Future efforts should address non-evidence-based pain management in these groups.
Collapse
Affiliation(s)
- Katherine Callaway Kim
- University of Pittsburgh School of Medicine, Department of Medicine, Division of General Internal Medicine, Pittsburgh, Pennsylvania, USA
- Department of Health Policy and Management, University of Pittsburgh School of Public Health, Pittsburgh, Pennsylvania, USA
| | - Tumader Khouja
- University of Pittsburgh School of Medicine, Department of Medicine, Division of General Internal Medicine, Pittsburgh, Pennsylvania, USA
| | - Jacqueline M Burgette
- Departments of Dental Public Health and Pediatric Dentistry, School of Dental Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Charlesnika T Evans
- Department of Preventative Medicine and Center for Health Services and Outcomes Research, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Center of Innovation for Complex Chronic Healthcare, Edward Hines, Jr VA Hospital, Hines, Illinois, USA
| | - Gregory S Calip
- Department of Pharmacy Systems, Outcomes and Policy, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Walid F Gellad
- University of Pittsburgh School of Medicine, Department of Medicine, Division of General Internal Medicine, Pittsburgh, Pennsylvania, USA
- Center of Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Katie J Suda
- University of Pittsburgh School of Medicine, Department of Medicine, Division of General Internal Medicine, Pittsburgh, Pennsylvania, USA
- Center of Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
15
|
Einhorn LM, Zhao C, Goldstein BA, Raman SR, Cheng J. Impact of state legislation and institutional protocols on opioid prescribing practices following pediatric tonsillectomy. Laryngoscope Investig Otolaryngol 2023; 8:775-785. [PMID: 37342116 PMCID: PMC10278102 DOI: 10.1002/lio2.1074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 06/22/2023] Open
Abstract
Objectives Tonsillectomy is a common pediatric surgery, and pain is an important consideration in recovery. Due to the opioid epidemic, individual states, medical societies, and institutions have all taken steps to limit postoperative opioids, yet few studies have examined the effect of these interventions on pediatric otolaryngology practices. The primary aim of this study was to characterize opioid prescribing practices following North Carolina state opioid legislation and targeted institutional changes. Methods This single center retrospective cohort study included 1552 pediatric tonsillectomy patient records from 2014 to 2021. The primary outcome was number of oxycodone doses per prescription. This outcome was assessed over three time periods: (1) Before 2018 North Carolina opioid legislation. (2) Following legislation, before institutional changes. (3) After institutional opioid-specific protocols. Results The mean (± standard deviation) number of doses per prescription in Periods 1, 2, and 3 was: 58 ± 53, range 4-493; 28 ± 36, range 3-488; and 23 ± 17, range 1-139, respectively. In the adjusted model, Periods 2 and 3 had lower doses by -41% (95% CI -49%, -32%) and -40% (95% CI -55%, -19%) compared to Period 1. After 2018 North Carolina legislation, dosage decreased by -9% (95% CI -13%, -5%) per year. Despite interventions, ongoing variability in prescription regimens remained in all periods. Conclusion Legislative and institution specific opioid interventions was associated with a 40% decrease in oxycodone doses per prescription following pediatric tonsillectomy. While variability in opioid practices decreased post-interventions, it was not eliminated. Level of evidence 3.
Collapse
Affiliation(s)
- Lisa M. Einhorn
- Division of Pediatric Anesthesiology, Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Congwen Zhao
- Department of Biostatistics and BioinformaticsDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Benjamin A. Goldstein
- Department of Biostatistics and BioinformaticsDuke University Medical CenterDurhamNorth CarolinaUSA
- Department of Population Health SciencesDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Sudha R. Raman
- Department of Population Health SciencesDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Jeffrey Cheng
- Division of Pediatric Otolaryngology, Department of Otolaryngology – Head and Neck Surgery and Communication SciencesDuke University Medical CenterDurhamNorth CarolinaUSA
| |
Collapse
|
16
|
Toce MS, Michelson KA, Hudgins JD, Hadland SE, Olson KL, Monuteaux MC, Bourgeois FT. Association of Prescription Drug Monitoring Programs With Opioid Prescribing and Overdose in Adolescents and Young Adults. Ann Emerg Med 2023; 81:429-437. [PMID: 36669914 PMCID: PMC10091852 DOI: 10.1016/j.annemergmed.2022.11.003] [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: 09/12/2022] [Revised: 10/26/2022] [Accepted: 11/03/2022] [Indexed: 01/20/2023]
Abstract
STUDY OBJECTIVE Prescription opioid use is associated with substance-related adverse outcomes among adolescents and young adults through a pathway of prescribing, diversion and misuse, and addiction and overdose. Assessing the effect of current prescription drug monitoring programs (PDMPs) on opioid prescribing and overdoses will further inform strategies to reduce opioid-related harms. METHODS We performed interrupted time series analyses to measure the association between state-level implementation of PDMPs with annual opioid prescribing and opioid-related overdoses in adolescents (13 to 18 years) and young adults (19 to 25 years) between 2008 and 2019. We focused on PDMPs that included mandatory reviews by providers. Data were obtained from a commercial insurance company. RESULTS Among 9,344,504 adolescents and young adults, 1,405,382 (15.0%) had a dispensed opioid prescription, and 6,262 (0.1%) received treatment for an opioid-related overdose. Mandated PDMP review was associated with a 4.2% (95% CI, 1.9% to 6.4%) reduction in annual opioid dispensations among adolescents and a 7.8% (95% CI, 4.7% to 10.9%) annual reduction among young adults. For opioid-related overdoses, mandated PDMP review was associated with a 16.1% (95% CI, 3.8 to 26.7) and 15.9% (95% CI, 7.6 to 23.4) reduction in annual opioid overdoses for adolescents and young adults, respectively. CONCLUSION PDMPs were associated with sustained reductions in opioid prescribing and overdoses in adolescents and young adults. Although these findings support the value of mandated PDMPs as part of ongoing strategies to reduce opioid overdoses, further studies with prospective study designs are needed to characterize the effect of these programs fully.
Collapse
Affiliation(s)
- Michael S Toce
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Harvard Medical Toxicology Program, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA.
| | - Kenneth A Michelson
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Joel D Hudgins
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Scott E Hadland
- Department of Pediatrics, Harvard Medical School, Boston, MA; Division of Adolescent and Young Adult Medicine, MassGeneral Hospital for Children, Boston, MA
| | - Karen L Olson
- Department of Pediatrics, Harvard Medical School, Boston, MA; Pediatric Therapeutics and Regulatory Science Initiative, Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, MA
| | | | - Florence T Bourgeois
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA; Department of Pediatrics, Harvard Medical School, Boston, MA; Computational Health Informatics Program (CHIP), Boston Children's Hospital, Boston, MA
| |
Collapse
|
17
|
Bodnar RJ. Endogenous opiates and behavior: 2021. Peptides 2023; 164:171004. [PMID: 36990387 DOI: 10.1016/j.peptides.2023.171004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 03/23/2023] [Accepted: 03/23/2023] [Indexed: 03/29/2023]
Abstract
This paper is the forty-fourth consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2021 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonizts and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
Collapse
Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, CUNY, 65-30 Kissena Blvd., Flushing, NY 11367, USA.
| |
Collapse
|
18
|
Sivaraj LBM, Basco WT, Heavner SF, Lopes SS, Rolke LJ, Shi L, Truong K. Outpatient Opioid Dispensing Patterns for SC Medicaid Children 1-36 Months Old. Matern Child Health J 2023; 27:1043-1050. [PMID: 36939951 DOI: 10.1007/s10995-023-03621-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/04/2023] [Indexed: 03/21/2023]
Abstract
OBJECTIVES We sought to identify the most common diagnostic categories linked to dispensed opioid prescriptions among children 1-36 months old and changes in patterns over the years 2000 to 2017. METHODS This study used South Carolina's Medicaid claims data of pediatric dispensed outpatient opioid prescriptions between 2000 and 2017. The major opioid-related diagnostic category (indication) for each prescription was identified using visit primary diagnoses and the Clinical Classification System (AHRQ-CCS) software. The variables of interest were the rate of opioid prescriptions per 1,000 visits for each diagnostic category and the relative percentage of opioid prescriptions assigned to each category compared to all categories. RESULTS Six major diagnostic categories were identified; Diseases of the respiratory system (RESP), Congenital anomalies (CONG), Injury (INJURY), Diseases of the nervous system and sense organs (NEURO), Diseases of the digestive system (GI), and Diseases of the genitourinary system (GU). The overall rate of dispensed opioid prescriptions per category declined significantly for four diagnostic categories throughout the study period, RESP by 15.13, INJURY by 8.49, NEURO by 7.33, and GI by 5.93. Two categories increased during the same time, CONG (by 9.47) and GU (by 6.98). RESP was the most prevalent category linked to a dispensed opioid prescription within 2010-2012 (almost 25%) but CONG was the most prevalent by 2014 (17.77%). CONCLUSIONS FOR PRACTICE Among Medicaid children 1-36 months old, annual dispensed opioid prescription rates declined for most major diagnostic categories (RESP, INJURY, NEURO, and GI). Future studies should explore alternatives to current opioid dispensing practices for GU and CONG cases.
Collapse
Affiliation(s)
| | - William T Basco
- Department of Pediatrics, The Medical University of South Carolina, Charleston, SC, USA
| | - Smith F Heavner
- Department of Public Health Sciences, Clemson University, Clemson, SC, USA.,CURE Drug Repurposing Collaboratory Critical Path Institute, Tucson, Arizona, USA.,Department of Biomedical Sciences, University of South Carolina School of Medicine Greenville, Greenville, USA
| | - Snehal S Lopes
- Department of Public Health Sciences, Clemson University, Clemson, SC, USA
| | - Laura J Rolke
- Department of Public Health Sciences, Clemson University, Clemson, SC, USA
| | - Lu Shi
- Department of Public Health Sciences, Clemson University, Clemson, SC, USA
| | - Khoa Truong
- Department of Public Health Sciences, Clemson University, Clemson, SC, USA.
| |
Collapse
|
19
|
Demographics, Diagnoses, Drugs, and Adjuvants in Patients on Chronic Opioid Therapy vs. Intermittent Use in a Tertiary Pediatric Chronic Pain Clinic. CHILDREN (BASEL, SWITZERLAND) 2022; 10:children10010037. [PMID: 36670588 PMCID: PMC9856724 DOI: 10.3390/children10010037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 12/12/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022]
Abstract
Anywhere from 11.6% to 20% of pediatric and adolescent patients treated for chronic pain are prescribed opioids, but little is known about these patients. The purpose of this study was to determine the characteristics of patients on chronic opioid therapy (COT) and what therapies had been utilized prior to or in conjunction with COT. The study was a retrospective chart review of all chronic pain patients seen during 2020 with those patients on COT separated for analysis. A total of 346 unique patients were seen of which 257 were female (74.3%). The average age was 15.5 years. A total of 48 patients (13.9%) were identified as being on COT with an average age of 18.1 years. Of these, 23 (47.9%) were male which was significantly more than expected. The most common reason for patients to be receiving COT was palliative (13/48), and the second most common was sickle cell anemia (10/48). Patients on COT were significantly more likely to be male, be older, and to be concurrently prescribed benzodiazepines. Concurrent opioid and benzodiazepine therapy is a risk factor for respiratory depression and overdose. Further investigation into the increased proportion of males and benzodiazepine usage in patients on COT is warranted.
Collapse
|
20
|
Renny MH, Jent V, Townsend T, Cerdá M. Impact of the 2017 FDA Drug Safety Communication on Codeine and Tramadol Dispensing to Children. Pediatrics 2022; 150:e2021055887. [PMID: 36258047 PMCID: PMC9647590 DOI: 10.1542/peds.2021-055887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/03/2022] [Indexed: 02/25/2023] Open
Affiliation(s)
- Madeline H. Renny
- Departments of Emergency Medicine, Pediatrics, and Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
- Center for Opioid Epidemiology and Policy, Department of Population Health, New York University Grossman School of Medicine, New York, New York
| | - Victoria Jent
- Center for Opioid Epidemiology and Policy, Department of Population Health, New York University Grossman School of Medicine, New York, New York
| | - Tarlise Townsend
- Center for Opioid Epidemiology and Policy, Department of Population Health, New York University Grossman School of Medicine, New York, New York
- Deceased
| | - Magdalena Cerdá
- Center for Opioid Epidemiology and Policy, Department of Population Health, New York University Grossman School of Medicine, New York, New York
| |
Collapse
|
21
|
Renny MH, Thaker RH, Dayan PS. Caregiver Practices and Knowledge Regarding Leftover Prescription Medications in Homes With Children. Pediatr Emerg Care 2022; 38:e1557-e1563. [PMID: 35857916 DOI: 10.1097/pec.0000000000002680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The aims of the study were to determine the frequency of and factors associated with leftover or expired prescription medication ("leftover medication") presence in homes with children and to assess caregivers' reported behaviors and knowledge regarding disposal of leftover medications in the home. METHODS This study is a planned secondary analysis from a survey of primary caregivers of children aged 1 to 17 years presenting to an emergency department. The survey assessed leftover medications in the home and medication disposal practices, knowledge, and guidance. The survey was developed iteratively and pilot tested. Multivariable logistic regression was used to identify factors associated with leftover medication presence in the home. RESULTS We enrolled 550 primary caregivers; 97 of the 538 analyzed (18.0%; 95% confidence interval [CI], 14.8-21.5) reported having leftover medications in their home, most commonly antibiotics and opioids. Of respondents, 217/536 (40.5%) reported not knowing how to properly dispose of medications and only 88/535 (16.4%) reported receiving guidance regarding medication disposal. Most caregivers reported throwing leftover medications in the trash (55.7%) or flushing them down the toilet (38.5%). Caregivers with private insurance for their child were more likely to have leftover medications (adjusted odds ratio [aOR], 1.99; CI, 1.15-3.44), whereas Hispanic caregivers (aOR, 0.24; CI, 0.14-0.42) and those who received guidance on leftover medications (aOR, 0.30; CI, 0.11-0.81) were less likely to have leftover medications in the home. CONCLUSIONS Leftover medications are commonly stored in homes with children and most caregivers do not receive guidance on medication disposal. Improved education and targeted interventions are needed to ensure proper medication disposal practices.
Collapse
Affiliation(s)
| | - Riddhi H Thaker
- From the Division of Pediatric Emergency Medicine, Department of Emergency Medicine, Columbia University College of Physicians and Surgeons
| | - Peter S Dayan
- From the Division of Pediatric Emergency Medicine, Department of Emergency Medicine, Columbia University College of Physicians and Surgeons
| |
Collapse
|
22
|
Characterizing opioid prescribing to adolescents at time of discharge from a pediatric hospital over a five-year period. J Pediatr Nurs 2022; 66:104-110. [PMID: 35709633 DOI: 10.1016/j.pedn.2022.05.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 05/10/2022] [Accepted: 05/27/2022] [Indexed: 11/21/2022]
Abstract
PURPOSE To characterize opioid prescribing over a 5-year period to adolescents upon discharge from one urban pediatric medical center. DESIGN AND METHODS A retrospective cross-sectional analysis of 4354 adolescents discharged with a pain medication after an admission of ≤5 days between January 2015 and December 2019 was performed. Two outcome groups, based on the analgesics prescribed at discharge, were compared: those discharged with a prescription for a non-opioid only and those discharged with an opioid prescription. The association between year of discharge and receipt of opioid, while adjusting for relevant demographic and clinical characteristics, was also explored. RESULTS Approximately 64% of the sample was discharged with an opioid prescription. Of those, the median daily dosage was 45.0 morphine milligram equivalents (MME) [IQR: 32.4, 45.0]. Year of discharge was associated with decreased odds of receiving an opioid when adjusting for age, race, sex, insurance, pain scores, opioid exposure during hospitalization, length of stay, and undergoing surgery. The odds of being discharged with an opioid decreased each year by 29% (Adjusted Odds Ratio [AOR] = 0.71, CI:0.68-0.73). Concurrently, the proportion of patients discharged with nonopioid pain medication increased from 25% of adolescent patients in 2015 to 50% in 2019. CONCLUSIONS Overall, opioid prescribing to adolescents at time of discharge decreased over time in our sample. PRACTICE IMPLICATIONS While prescribing has decreased opioid analgesics are dispensed to young patients. Risk of opioid use disorder and overdose is rare in this population, but adolescence is good opportunity for nursing to promote safe prescribing and analgesic use.
Collapse
|
23
|
Stone EM, Tormohlen KN, McCourt AD, Schmid I, Stuart EA, Davis CS, Bicket MC, McGinty EE. Association Between State Opioid Prescribing Cap Laws and Receipt of Opioid Prescriptions Among Children and Adolescents. JAMA HEALTH FORUM 2022; 3:e222461. [PMID: 36003417 PMCID: PMC9356320 DOI: 10.1001/jamahealthforum.2022.2461] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 06/14/2022] [Indexed: 01/18/2023] Open
Abstract
Importance High-dose and long-duration opioid prescriptions remain relatively common among children and adolescents, but there is insufficient research on the association of state laws limiting the dose and/or duration of opioid prescriptions (referred to as opioid prescribing cap laws) with opioid prescribing for this group. Objective To examine the association between state opioid prescribing cap laws and the receipt of opioid prescriptions among children and adolescents. Design Setting and Participants This repeated cross-sectional study used a difference-in-differences approach accounting for staggered policy adoption to assess the association of state opioid prescribing cap laws in the US from January 1, 2013, to December 31, 2019, with receipt of opioid prescriptions among children and adolescents. Analyses were conducted between March 22 and December 15, 2021. Data were obtained from the OptumLabs Data Warehouse, a national commercial insurance claims database. The analysis included 482 118 commercially insured children and adolescents aged 0 to 17 years with full calendar-year continuous insurance enrollment between 2013 and 2019. Individuals were included for every year in which they were continuously enrolled; they did not need to be enrolled for the entire 7-year study period. Those with any cancer diagnosis were excluded from analysis. Exposure Implementation of a state opioid prescribing cap law between January 1, 2017, and July 1, 2019. This date range allowed analysis of the same number years for both pre-cap and post-cap data. Main Outcomes and Measures Outcomes of interest included receipt of any opioid prescription and, among those with at least 1 opioid prescription, the mean number of opioid prescriptions, mean morphine milligram equivalents (MMEs) per day, and mean days' supply. Results Among 482 118 children and adolescents (754 368 person-years of data aggregated to the state-year level), 245 178 (50.9%) were male, with a mean (SD) age of 9.8 (4.8) years at the first year included in the sample (data on race and ethnicity were not collected as part of this data set, which was obtained from insurance billing claims). Overall, 10 659 children and adolescents (2.2%) received at least 1 opioid prescription during the study period. Among those with at least 1 prescription, the mean (SD) number of filled opioid prescriptions was 1.2 (0.8) per person per year. No statistically significant association was found between state opioid prescribing cap laws and any outcome. After opioid prescribing cap laws were implemented, a -0.001 (95% CI, -0.005 to 0.002) percentage point decrease in the proportion of youths receiving any opioid prescription was observed. In addition, percentage point decreases of -0.01 (95% CI, -0.10 to 0.09) in high-dose opioid prescriptions (>50 MMEs per day) and -0.02 (95% CI, -0.12 to 0.08) in long-duration opioid prescriptions (>7 days' supply) were found after cap laws were implemented. Conclusions and Relevance In this cross-sectional study, no association was observed between state opioid prescribing cap laws and the receipt of opioid prescriptions among children and adolescents. Alternative strategies, such as opioid prescribing guidelines tailored to youths, are needed.
Collapse
Affiliation(s)
- Elizabeth M. Stone
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Kayla N. Tormohlen
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Alexander D. McCourt
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Ian Schmid
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Elizabeth A. Stuart
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | | | - Mark C. Bicket
- Department of Anesthesiology, School of Public Health, University of Michigan, Ann Arbor,Opioid Prescribing Engagement Network, Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - Emma E. McGinty
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland,Visiting Fellow, OptumLabs, Cambridge, Massachusetts
| |
Collapse
|
24
|
Mazurenko O, Mills CA, Bandali E, Ballard JH, Bell TM. Using prescription opioids throughout a traumatic injury recovery: A qualitative exploratory study of adolescents in a Midwestern state. Drug Alcohol Depend 2022; 236:109480. [PMID: 35525239 DOI: 10.1016/j.drugalcdep.2022.109480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 04/25/2022] [Accepted: 04/26/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Injury is one of the most common reasons adolescents are prescribed opioids. Little is known about adolescent experiences who used prescription opioids throughout their recovery from traumatic injury. METHODS We used a qualitative exploratory study design nested within a longitudinal cohort study conducted at two trauma hospitals in the United States. We conducted semi-structured telephone interviews with adolescents (n = 28) aged from 12 to 20 years at the time of their hospital admission for injury. We used purposive sampling to gather a broad range of experiences from the longitudinal patient cohort. We conducted a modified thematic analysis of transcribed interviews. RESULTS Adolescents reported a wide range of efficacy with which prescription opioids controlled their pain during the injury recovery and numerous opioid-related side effects. A desire for relief from acute pain caused by the injury was the most common driver for using opioids in the hospital. At home, adolescents' decisions to use opioids were influenced by family history of addiction, awareness of harms associated with opioids, and desire to challenge themselves. Adolescents reported closely adhering to a prescribed regimen or using fewer opioids than prescribed while recovering at home. Finally, adolescents reported considerable variability in parental involvement in prescription opioid use, ranging from giving adolescents unrestricted access to prescription opioids to complete parental discretion and administration upon request. CONCLUSIONS Adolescents had diverse experiences with prescription opioids during recovery from traumatic injury. Educational interventions that focus on the appropriate use of opioids to address pain care needs among adolescents with traumatic injuries are urgently needed.
Collapse
Affiliation(s)
- Olena Mazurenko
- Department of Health Policy and Management, Indiana University Richard M. Fairbanks School of Public Health, 1050 Wishard Blvd, RG 6140, Indianapolis, IN 46202, United States.
| | - Carol A Mills
- Department of Health Policy and Management, Indiana University Richard M. Fairbanks School of Public Health, United States.
| | - Elhaam Bandali
- Program Management Specialist, Center for Health Policy, Indiana University Richard M. Fairbanks School of Public Health, United States.
| | - Joseph H Ballard
- Medical Student, Indiana University School of Medicine, United States.
| | - Teresa M Bell
- Trauma Research Director, Intermountain Primary Children's Hospital, United States; Depts of Surgery and Population Health Sciences at University of Utah School of Medicine, Intermountain Primary Children's Hospital, United States.
| |
Collapse
|
25
|
Acton EK, Hennessy S, Brensinger CM, Bilker WB, Miano TA, Dublin S, Horn JR, Chung S, Wiebe DJ, Willis AW, Leonard CE. Opioid Drug-Drug-Drug Interactions and Unintentional Traumatic Injury: Screening to Detect Three-Way Drug Interaction Signals. Front Pharmacol 2022; 13:845485. [PMID: 35620282 PMCID: PMC9127150 DOI: 10.3389/fphar.2022.845485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 04/18/2022] [Indexed: 12/02/2022] Open
Abstract
Growing evidence suggests that drug interactions may be responsible for much of the known association between opioid use and unintentional traumatic injury. While prior research has focused on pairwise drug interactions, the role of higher-order (i.e., drug-drug-drug) interactions (3DIs) has not been examined. We aimed to identify signals of opioid 3DIs with commonly co-dispensed medications leading to unintentional traumatic injury, using semi-automated high-throughput screening of US commercial health insurance data. We conducted bi-directional, self-controlled case series studies using 2000-2015 Optum Data Mart database. Rates of unintentional traumatic injury were examined in individuals dispensed opioid-precipitant base pairs during time exposed vs unexposed to a candidate interacting precipitant. Underlying cohorts consisted of 16-90-year-olds with new use of opioid-precipitant base pairs and ≥1 injury during observation periods. We used conditional Poisson regression to estimate rate ratios adjusted for time-varying confounders, and semi-Bayes shrinkage to address multiple estimation. For hydrocodone, tramadol, and oxycodone (the most commonly used opioids), we examined 16,024, 8185, and 9330 drug triplets, respectively. Among these, 75 (0.5%; hydrocodone), 57 (0.7%; tramadol), and 42 (0.5%; oxycodone) were significantly positively associated with unintentional traumatic injury (50 unique base precipitants, 34 unique candidate precipitants) and therefore deemed potential 3DI signals. The signals found in this study provide valuable foundations for future research into opioid 3DIs, generating hypotheses to motivate crucially needed etiologic investigations. Further, this study applies a novel approach for 3DI signal detection using pharmacoepidemiologic screening of health insurance data, which could have broad applicability across drug classes and databases.
Collapse
Affiliation(s)
- Emily K. Acton
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Translational Center of Excellence for Neuroepidemiology and Neurology Outcomes Research, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Sean Hennessy
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, United States
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Colleen M. Brensinger
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Warren B. Bilker
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Todd A. Miano
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Sascha Dublin
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA, United States
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States
| | - John R. Horn
- Department of Pharmacy, School of Pharmacy, University of Washington, Seattle, WA, United States
| | - Sophie Chung
- AthenaHealth, Inc., Watertown, MA, United States
| | - Douglas J. Wiebe
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, United States
- Penn Injury Science Center, University of Pennsylvania, Philadelphia, PA, United States
| | - Allison W. Willis
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Translational Center of Excellence for Neuroepidemiology and Neurology Outcomes Research, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, United States
| | - Charles E. Leonard
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, United States
| |
Collapse
|
26
|
Sutherland TN, Wunsch H, Newcomb C, Hadland S, Gaskins L, Neuman MD. Trends in Routine Opioid Dispensing After Common Pediatric Surgeries in the United States: 2014-2019. Pediatrics 2022; 149:186699. [PMID: 35373305 PMCID: PMC9386619 DOI: 10.1542/peds.2021-054729] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/27/2022] [Indexed: 11/24/2022] Open
Abstract
Using Joinpoint regression, our study revealed substantial decreases in postoperative opioid dispensing after outpatient pediatric surgeries beginning in 2017.
Collapse
Affiliation(s)
- Tori N. Sutherland
- Department of Anesthesiology and Critical Care,Centers for Perioperative Outcomes Research and
Transformation,Leonard Davis Institute of Health Economics, University
of Pennsylvania, Philadelphia, Pennsylvania,Address correspondence to Tori N. Sutherland, MD, MPH, Department
of Anesthesiology and Critical Care, Children’s Hospital of Philadelphia,
University of Pennsylvania, CHOP Research Institute, 2716 South St, Suite
11.242, Philadelphia, PA 19146. E-mail:
| | - Hannah Wunsch
- Department of Critical Care Medicine, Sunnybrook Health
Sciences Centre, Toronto, Canada,Department of Anesthesia and Interdepartmental Division
of Critical Care Medicine, University of Toronto, Toronto, Canada
| | | | - Scott Hadland
- Division of Adolescent and Young Adult Medicine,
MassGeneral Hospital for Children,Department of Pediatrics, Harvard Medical School, Boston,
Massachusetts
| | - Lakisha Gaskins
- Department of Anesthesiology and Critical Care,Centers for Perioperative Outcomes Research and
Transformation
| | - Mark D. Neuman
- Department of Anesthesiology and Critical Care,Centers for Perioperative Outcomes Research and
Transformation,Pharmacoepidemiology Research and Training, Perelman
School of Medicine,Leonard Davis Institute of Health Economics, University
of Pennsylvania, Philadelphia, Pennsylvania
| |
Collapse
|
27
|
Raval MV. Invited Commentary: Moving the Needle on Postoperative Pediatric Opioid Prescribing. J Am Coll Surg 2022; 234:298-299. [PMID: 35213492 DOI: 10.1097/xcs.0000000000000046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
28
|
Choufi S, Mounier S, Merlin E, Rochette E, Delorme J, Authier N, Chenaf C. Opioid Analgesic Prescription in French Children: A National Population-Based Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:13316. [PMID: 34948923 PMCID: PMC8702064 DOI: 10.3390/ijerph182413316] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 12/14/2021] [Accepted: 12/15/2021] [Indexed: 11/26/2022]
Abstract
Codeine use was restricted in 2013 and is currently contraindicated for children below the age of 12 years. We examined how the prescription of opioid analgesics in children in France evolved between 2012 and 2018. Our population-based study from the SNIIRAM database (National System of Health Insurance Inter-Regime Information) was designed to determine trends in opioid prescription from 2012 to 2018 in all French children. The number of children who received at least one opioid prescription gradually declined from 452,665 in 2012 (347.5 children per 10,000) to 169,338 in 2018 (130.3 children per 10,000). This decrease was especially marked for codeine (36 children per 10,000 in 2018 vs. 308.5 children per 10,000 in 2012), whereas the number of tramadol prescriptions increased by 171% in 2018 (94.6 children per 10,000). Despite the increase, strong opioids still formed only a small proportion of prescriptions (2.6 children per 10,000 given opioids in 2018). Overall opioid prescriptions in French children dramatically decreased between 2012 and 2018, probably owing to restrictions on the use of codeine. Codeine has been partly replaced by tramadol. Morphine is still probably underused. This suggests that opioids are being used less often for pain management in children.
Collapse
Affiliation(s)
- Samira Choufi
- Pédiatrie, CHU Clermont-Ferrand, F-63000 Clermont-Ferrand, France; (S.C.); (S.M.); (E.M.)
| | - Simon Mounier
- Pédiatrie, CHU Clermont-Ferrand, F-63000 Clermont-Ferrand, France; (S.C.); (S.M.); (E.M.)
| | - Etienne Merlin
- Pédiatrie, CHU Clermont-Ferrand, F-63000 Clermont-Ferrand, France; (S.C.); (S.M.); (E.M.)
- CIC 1405, Unité CRECHE, INSERM, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
| | - Emmanuelle Rochette
- Pédiatrie, CHU Clermont-Ferrand, F-63000 Clermont-Ferrand, France; (S.C.); (S.M.); (E.M.)
- CIC 1405, Unité CRECHE, INSERM, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
| | - Jessica Delorme
- CHU Clermont-Ferrand, Inserm 1107, Neuro-Dol, Service de Pharmacologie Médicale, Centres Addictovigilance et Pharmacovigilance, Centre Evaluation et Traitement de la Douleur, Université Clermont Auvergne, F-63003 Clermont-Ferrand, France; (J.D.); (N.A.); (C.C.)
- Observatoire Français des Médicaments Antalgiques (OFMA)/French Monitoring Centre for Analgesic Drugs, Université Clermont Auvergne-CHU Clermont-Ferrand, F-63001 Clermont-Ferrand, France
| | - Nicolas Authier
- CHU Clermont-Ferrand, Inserm 1107, Neuro-Dol, Service de Pharmacologie Médicale, Centres Addictovigilance et Pharmacovigilance, Centre Evaluation et Traitement de la Douleur, Université Clermont Auvergne, F-63003 Clermont-Ferrand, France; (J.D.); (N.A.); (C.C.)
- Observatoire Français des Médicaments Antalgiques (OFMA)/French Monitoring Centre for Analgesic Drugs, Université Clermont Auvergne-CHU Clermont-Ferrand, F-63001 Clermont-Ferrand, France
- Institut Analgesia, Faculté de Médecine, F-63001 Clermont-Ferrand, France
| | - Chouki Chenaf
- CHU Clermont-Ferrand, Inserm 1107, Neuro-Dol, Service de Pharmacologie Médicale, Centres Addictovigilance et Pharmacovigilance, Centre Evaluation et Traitement de la Douleur, Université Clermont Auvergne, F-63003 Clermont-Ferrand, France; (J.D.); (N.A.); (C.C.)
- Observatoire Français des Médicaments Antalgiques (OFMA)/French Monitoring Centre for Analgesic Drugs, Université Clermont Auvergne-CHU Clermont-Ferrand, F-63001 Clermont-Ferrand, France
- Institut Analgesia, Faculté de Médecine, F-63001 Clermont-Ferrand, France
| |
Collapse
|
29
|
Basco WT, McCauley JL, Zhang J, Marsden JE, Simpson KN, Heidari K, Mauldin PD, Ball SJ. High-risk opioid analgesic dispensing to adolescents 12-18 years old in South Carolina: 2010-2017. Pharmacoepidemiol Drug Saf 2021; 31:353-360. [PMID: 34859532 DOI: 10.1002/pds.5389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 11/23/2021] [Accepted: 11/29/2021] [Indexed: 11/09/2022]
Abstract
PURPOSE To evaluate "high-risk" opioid dispensing to adolescents, including daily morphine milligram equivalents (MME) above recommended amounts, the percentage of extended-release opioid prescriptions dispensed to opioid-naïve adolescents, and concurrent use of opioids and benzodiazepines, and to evaluate changes in those rates over time. METHODS Retrospective cohort study of one state's prescription drug monitoring program data (2010-2017), evaluating adolescents 12-18 years old dispensed opioid analgesic prescriptions. Outcomes of interest were the quarterly frequencies of the high-risk measures. We utilized generalized linear regression to determine whether the rate of the outcomes changed over time. RESULTS The quarterly percentage of adolescents ages 12-18 years old dispensed an opioid who received ≥90 daily MME declined from 4.1% in the first quarter (Q1) of 2010 to 3.4% in the final quarter (Q4) of 2017 (p < 0.0001). The frequency of adolescents dispensed ≥50 daily MME changed little over time. In 2010, the percentage of adolescents receiving an extended-release opioid who were opioid naïve was 60.7%, declining to 50.6% by Q4 of 2017 (p > 0.10 overall change 2010-2017). The percentage of adolescent opioid days overlapping with benzodiazepine days was 1.6% in Q1 of 2010, declining to 1.1% by Q4 of 2017 (p < 0.001). CONCLUSIONS Among persons 12-18 years old dispensed an opioid analgesic, receipt of ≥90 daily MME declined during the years 2010-2017, as did the percentage of adolescent opioid days that overlapped with benzodiazepines. More than half of the individuals who received extended-release opioid analgesics were identified as opioid naïve and, counter to guidelines, received products intended for opioid-tolerant individuals.
Collapse
Affiliation(s)
- William T Basco
- Department of Pediatrics, College of Medicine, The Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jenna L McCauley
- Department of Psychiatry and Behavioral Services, College of Medicine, The Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jingwen Zhang
- Department of Medicine, College of Medicine, The Medical University of South Carolina, Charleston, South Carolina, USA
| | - Justin E Marsden
- Department of Medicine, College of Medicine, The Medical University of South Carolina, Charleston, South Carolina, USA
| | - Kit N Simpson
- Department of Healthcare Leadership and Management, College of Health Professions, The Medical University of South Carolina, Charleston, South Carolina, USA
| | - Khosrow Heidari
- Blue Cross Blue Shield of South Carolina, Columbia, South Carolina, USA
| | - Patrick D Mauldin
- Department of Medicine, College of Medicine, The Medical University of South Carolina, Charleston, South Carolina, USA
| | - Sarah J Ball
- Department of Medicine, College of Medicine, The Medical University of South Carolina, Charleston, South Carolina, USA
| |
Collapse
|
30
|
Cortellazzo Wiel L, Cozzi G, Barbi E. Appropriateness of Opioid Prescription in Children, Adolescents, and Younger Adults-The Elephant in the Room. JAMA Pediatr 2021; 175:1294-1295. [PMID: 34605865 DOI: 10.1001/jamapediatrics.2021.3846] [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]
Affiliation(s)
| | - Giorgio Cozzi
- Institute for Maternal and Child Health, Istituto di Ricovero e Cura a Carattere Scientifico, Burlo Garofolo, Trieste, Italy
| | | |
Collapse
|
31
|
Renny MH, Hadland SE, Cerdá M. Appropriateness of Opioid Prescription in Children, Adolescents, and Younger Adults-The Elephant in the Room-Reply. JAMA Pediatr 2021; 175:1295. [PMID: 34605852 PMCID: PMC8998091 DOI: 10.1001/jamapediatrics.2021.3849] [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]
Affiliation(s)
- Madeline H. Renny
- Center for Opioid Epidemiology and Policy, Department of
Population Health, New York University Grossman School of Medicine, New York, New
York
| | - Scott E. Hadland
- Division of Adolescent and Young Adult Medicine,
MassGeneral Hospital for Children, Boston, Massachusetts
| | - Magdalena Cerdá
- Center for Opioid Epidemiology and Policy, Department of
Population Health, New York University Grossman School of Medicine, New York, New
York
| |
Collapse
|