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Han F, Liu B, Wang L, Zhu S, Li X, Kang S, Niu X, Song J, Wu Y. Global, Regional, and National Epidemiology of Opioid Use Disorder Among Adolescents and Young Adults, 1990-2019. J Adolesc Health 2025; 76:905-913. [PMID: 39945686 DOI: 10.1016/j.jadohealth.2024.12.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 11/19/2024] [Accepted: 12/16/2024] [Indexed: 04/29/2025]
Abstract
PURPOSE Opioid use disorder (OUD) is a growing public health crisis. However, no study to date has systematically evaluated the burden of OUD among adolescents and young adults (AYAs). We aimed to report the global level and trends of OUD burden among AYAs. METHODS Data were obtained from the Global Burden of Disease study 2019, which was conducted from 1990 to 2019 in 204 countries. AYAs were defined as individuals aged 15-39 years, and the study period was 1990-2019. The burden of OUD was evaluated in terms of case numbers and age-standardized rates per 100,000 population. RESULTS In 2019, there were 2,396,734 incident cases, 14,502,031 prevalent cases, 43,447 deaths, and 8,651,931 disability-adjusted life years of OUD among AYAs globally. High-income North America had the greatest regional burden, with the United States having the highest burden nationally. From 1990 to 2019, age-standardized incidence rate (ASIR), age-standardized prevalence rate, age-standardized mortality rate, and age-standardized disability-adjusted life years rate (ASDR) showed upward trends, with average annual percentage change of 0.62, 0.81, 1.55, and 1.01, respectively. Despite the burden of OUD was higher in males than in females, the increment in ASIR was greater in females than in males after 2014. Nationally, OUD burden showed increasing trends in ASIR, age-standardized prevalence rate, and ASDR across 150+ countries, with the United States experiencing the greatest increase in age-standardized mortality rate and ASDR. Meanwhile, there was a positive correlation between sociodemographic index and OUD burden, with higher sociodemographic index associated with a higher burden of OUD in 2019. DISCUSSION OUD in AYAs is a major global public health issue, and the burden of OUD is increasing. This alarming trend underscores the urgent need for comprehensive prevention strategies, targeted interventions, and effective treatment options tailored to younger populations.
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Affiliation(s)
- Fulei Han
- Department of Epidemiology and Health Statistics, Public Health College, Qingdao University, Qingdao, China; Department of Birth Defects Prevention and Information Management, Qingdao Maternal & Child Health and Family Planning Service Center, Qingdao, China
| | - Bixuan Liu
- Department of Epidemiology and Health Statistics, Public Health College, Qingdao University, Qingdao, China
| | - Ligang Wang
- General Executive Office, Qingdao Mental Health Center, Qingdao, China
| | - Shuai Zhu
- Department of Epidemiology and Health Statistics, Public Health College, Qingdao University, Qingdao, China
| | - Xiaohui Li
- Department of Epidemiology and Health Statistics, Public Health College, Qingdao University, Qingdao, China; Department of Public Health, Shandong Daizhuang Hospital, Jining, China
| | - Shan Kang
- Department of Clinical Laboratory, Qingdao Women's and Children's Hospital, Qingdao University, Qingdao, China
| | - Xiao Niu
- Department of Epidemiology and Health Statistics, Public Health College, Qingdao University, Qingdao, China; Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Jinlian Song
- Department of Clinical Laboratory, Qingdao Women's and Children's Hospital, Qingdao University, Qingdao, China
| | - Yili Wu
- Department of Epidemiology and Health Statistics, Public Health College, Qingdao University, Qingdao, China.
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Summit AG, Chen C, Pettersson E, Boersma K, D’Onofrio BM, Lichtenstein P, Quinn PD. Preliminary Validation of a General Factor Model of Chronic Overlapping Pain Conditions. THE JOURNAL OF PAIN 2024; 25:104502. [PMID: 38417595 PMCID: PMC11283990 DOI: 10.1016/j.jpain.2024.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 01/25/2024] [Accepted: 02/19/2024] [Indexed: 03/01/2024]
Abstract
Chronic overlapping pain conditions (COPCs) by definition, frequently co-occur, perhaps reflecting their shared etiologies. Their overlapping nature presents a methodological challenge, possibly masking associations between COPCs and health outcomes attributable to either general or specific processes. To address this challenge, we used population-based cohort data to evaluate the predictive validity of a bifactor model of 9 self-reported COPCs by assessing its association with incident pain-related clinical diagnoses; pain-relevant pharmacotherapy; and other health outcomes. We obtained data from a 2005 to 2006 study of Swedish adult twins linked with health data from nationwide registers through 2016 (N = 25,418). We then fit a bifactor model comprising a general COPC factor and 2 independent specific factors measuring pain-related somatic symptoms and neck and shoulder pain. Accounting for age, biological sex, and cancer, the general factor was associated with increased risk of all pain-related outcomes (eg, COPC diagnosis adjusted odds ratio [aOR], 1.71; 95% confidence interval [1.62, 1.81]), most mental health-related outcomes (eg, depression aOR, 1.72 [1.60, 1.85]), and overdose and mortality (eg, all-cause mortality aOR, 1.25 [1.09, 1.43]). The somatic symptoms specific factor was associated with pain-relevant pharmacotherapy (eg, prescribed opioids aOR, 1.25 [1.15, 1.36]), most mental health-related outcomes (eg, depression aOR, 1.95 [1.70, 2.23]), and overdose (eg, nonfatal overdose aOR, 1.66 [1.31, 2.10]). The neck and shoulder pain-specific factor was weakly and inconsistently associated with the outcomes. Findings provide initial support for the validity and utility of a general-factor model of COPCs as a tool to strengthen understanding of co-occurrence, etiology, and consequences of chronic pain. PERSPECTIVE: This article presents associations between a novel measurement model of COPCs and various health outcomes. Findings provide support for measuring pain across multiple domains rather than only measuring pain specific to one physical location in both research and clinical contexts.
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Affiliation(s)
- Alynna G. Summit
- Department of Applied Health Science, School of Public Health, Indiana University, 1025 E. 7 Street, Bloomington, IN, 47405, USA
| | - Cen Chen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Erik Pettersson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Katja Boersma
- Center for Health and Medical Psychology (CHAMP), School of Law, Psychology and Social Work, Örebro University, SE-701 82 Örebro, Sweden
| | - Brian M. D’Onofrio
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
- Department of Psychological and Brain Sciences, Indiana University, 1101 E. 10 Street, Bloomington, IN, 47405 USA
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, SE-171 77 Stockholm, Sweden
| | - Patrick D. Quinn
- Department of Applied Health Science, School of Public Health, Indiana University, 1025 E. 7 Street, Bloomington, IN, 47405, USA
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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.
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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
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Roy BD, Li J, Lally C, Akerman SC, Sullivan MA, Fratantonio J, Flanders WD, Wenten M. Prescription opioid dispensing patterns among patients with schizophrenia or bipolar disorder. BMC Psychiatry 2024; 24:244. [PMID: 38566055 PMCID: PMC10986122 DOI: 10.1186/s12888-024-05676-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 03/12/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Patients with schizophrenia (SZ) or bipolar disorder (BD) may have increased risk of complications from prescribed opioids, including opioid-induced respiratory depression. We compared prescription opioid pain medication dispensing for patients with SZ or BD versus controls over 5 years to assess dispensing trends. METHODS This retrospective, observational study analysed US claims data from the IBM® MarketScan® Commercial and Multi-State Medicaid databases for individuals aged 18-64 years with prevalent SZ or BD for years 2015-2019 compared with age- and sex-matched controls. Baseline characteristics, comorbidities, and medication use were assessed. Proportions of individuals dispensed prescription opioids chronically (ie, ≥70 days over a 90-day period or ≥ 6 prescriptions annually) or nonchronically (≥1 prescription, chronic definition not met) were assessed. RESULTS In 2019, the Commercial and Medicaid databases contained records for 4773 and 30,179 patients with SZ and 52,780 and 63,455 patients with BD, respectively. Patients with SZ or BD had a higher prevalence of comorbidities, including pain, versus controls in each analysis year. From 2015 to 2019, among commercially insured patients with SZ, chronic opioid-dispensing proportions decreased from 6.1% (controls: 2.7%) to 2.3% (controls: 1.2%) and, for patients with BD, from 11.4% (controls: 2.7%) to 6.4% (controls: 1.6%). Chronic opioid dispensing declined in Medicaid-covered patients with SZ from 15.0% (controls: 14.7%) to 6.7% (controls: 6.0%) and, for patients with BD, from 27.4% (controls: 12.0%) to 12.4% (controls: 4.7%). Among commercially insured patients with SZ, nonchronic opioid dispensing decreased from 15.5% (controls: 16.4%) to 10.7% (controls: 11.0%) and, for patients with BD, from 26.1% (controls: 17.5%) to 20.0% (controls: 12.2%). In Medicaid-covered patients with SZ, nonchronic opioid dispensing declined from 22.5% (controls: 24.4%) to 15.1% (controls: 12.7%) and, for patients with BD, from 32.3% (controls: 25.9%) to 24.6% (controls: 13.6%). CONCLUSIONS The proportions of individuals dispensed chronic or nonchronic opioid medications each year were similar between commercially and Medicaid-insured patients with SZ versus controls and were higher for patients with BD versus controls. From 2015 to 2019, the proportions of individuals who were dispensed prescription opioids chronically or nonchronically decreased for patients with SZ or BD and controls.
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Affiliation(s)
| | - Jianheng Li
- Epidemiologic Research & Methods, LLC, Atlanta, GA, USA
| | - Cathy Lally
- Epidemiologic Research & Methods, LLC, Atlanta, GA, USA
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Odsbu I, Hjellvik V, Handal M, Hamina A, Clausen T, Lid TG, Borchgrevink PC, Skurtveit S. [Mental disorders and symptoms with persistent opioid use for chronic non-cancer pain – a registry study]. TIDSSKRIFT FOR DEN NORSKE LEGEFORENING 2024; 144:23-0414. [PMID: 38349107 DOI: 10.4045/tidsskr.23.0414] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024] Open
Abstract
Background Knowledge of mental disorders among patients with persistent opioid use for the treatment of chronic non-cancer pain is essential, as mental disorders and symptoms can exacerbate or perpetuate pain and impact on the ability of patients to manage their illness. We have studied the prevalence of mental disorders and symptoms, including substance use disorders, in patients with persistent opioid use in 2019. Material and method Persons ≥ 18 years with persistent opioid use and persons ≥ 18 years with at least one registered mental disorder in the specialist healthcare service in 2019 were included. Data were retrieved from national health registries in Norway. Patients who received opioids reimbursed for the treatment of chronic pain were compared with those who received opioids without reimbursement. Results The prevalence of mental disorders and symptoms was 34 % among 14 403 persons who received reimbursed opioids, and 42 % among 38 001 persons who received opioids without reimbursement. This is equivalent to a two to threefold increase in prevalence compared to the general population. There was a particularly higher prevalence of anxiety disorders and substance use disorders. The prevalence of mental disorders and symptoms was highest in the age group 18-44 years (49-55 %). Interpretation Among patients with persistent opioid use, a large proportion had mental disorders and symptoms, which are known risk factors for developing problematic opioid use and opioid use disorder.
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Affiliation(s)
- Ingvild Odsbu
- Avdeling for kroniske sykdommer, Folkehelseinstituttet
| | | | - Marte Handal
- Avdeling for kroniske sykdommer, Folkehelseinstituttet, og, Senter for rus- og avhengighetsforskning (SERAF), Universitetet i Oslo
| | | | - Thomas Clausen
- Senter for rus- og avhengighetsforskning (SERAF), Universitetet i Oslo
| | - Torgeir Gilje Lid
- Regionalt kompetansesenter for rusmiddelforskning i Helse-Vest, Stavanger universitetssjukehus, og, Det helsevitskaplege fakultet, Universitetet i Stavanger
| | - Petter C Borchgrevink
- Avdeling for smerte og sammensatte lidelser, St. Olavs hospital, og, Institutt for sirkulasjon og bildediagnostikk, NTNU
| | - Svetlana Skurtveit
- Avdeling for kroniske sykdommer, Folkehelseinstituttet, og, Senter for rus- og avhengighetsforskning (SERAF), Universitetet i Oslo
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6
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Aglio LS, Mezzalira E, Corey SM, Fields KG, Hauser BM, Susano MJ, Culley DJ, Schreiber KL, Kelly-Aglio NJ, Patton ME, Mekary RA, Edwards RR. Does the Association Between Psychosocial Factors and Opioid Use After Elective Spine Surgery Differ by Sex in Older Adults? J Pain Res 2023; 16:3477-3489. [PMID: 37873025 PMCID: PMC10590566 DOI: 10.2147/jpr.s415714] [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: 04/04/2023] [Accepted: 08/01/2023] [Indexed: 10/25/2023] Open
Abstract
Purpose Psychosocial disorders have been linked to chronic postoperative opioid use and the development of postoperative pain. The potential interaction between sex and psychosocial factors with respect to opioid use after elective spine surgery in the elderly has not yet been evaluated. Our aim was to assess whether any observed association of anxiety or depression indicators with opioid consumption in the first 72 hours after elective spine surgery varies by sex in adults ≥65 years. Patients and Methods Secondary analysis of a retrospective cohort of 647 elective spine surgeries performed at Brigham and Women's Hospital, July 1, 2015-March 15, 2017, in patients ≥65. Linear mixed-effects models were used to test whether history of anxiety, anxiolytic use, history of depression, and antidepressant use were associated with opioid consumption 0-24, 24-48, and 48-72 post surgery, and whether these potential associations differed by sex. Results History of anxiety, anxiolytic use, history of depression, and antidepressant use were more common among women (51.3% of the sample). During the first 24 hours after surgery, men with a preoperative history of anxiety consumed an adjusted mean of 19.5 morphine milligram equivalents (MME) (99.6% CI: 8.1, 31.0) more than men without a history of anxiety; women with a history of anxiety only consumed an adjusted mean 2.9 MME (99.6% CI: -3.1, 8.9) more than women without a history of anxiety (P value for interaction between sex and history of anxiety <0.001). No other interactions were detected between sex and psychosocial factors with respect to opioid use after surgery. Conclusion Secondary analysis of this retrospective cohort study found minimal evidence that the association between psychosocial factors and opioid consumption after elective spine surgery differs by sex in adults ≥65.
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Affiliation(s)
- Linda S Aglio
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Computational Neurosurgical Outcome Center, Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA, USA
| | - Elisabetta Mezzalira
- Computational Neurosurgical Outcome Center, Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Sarah M Corey
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Kara G Fields
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Blake M Hauser
- Harvard-Massachusetts Institute of Technology Program in Health Sciences and Technology, Cambridge, MA, USA
| | - Maria J Susano
- Department of Anesthesiology, Emergency and Critical Care, Centro Hospitalar do Porto, Porto, Portugal
| | - Deborah J Culley
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Kristin L Schreiber
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Nicole J Kelly-Aglio
- Computational Neurosurgical Outcome Center, Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA, USA
| | - Megan E Patton
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Rania A Mekary
- Computational Neurosurgical Outcome Center, Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA, USA
- School of Pharmacy, Massachusetts College of Pharmacy and Health Sciences (MCPHS) University, Boston, MA, USA
| | - Robert R Edwards
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Boston, MA, USA
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Gjerde LC, Skurtveit S, Handal M, Nesvåg R, Clausen T, Lid TG, Hamina A, Borchgrevink PC, Odsbu I. Mental disorder prevalence in chronic pain patients using opioid versus non-opioid analgesics: A registry-linkage study. Eur J Pain 2023. [PMID: 37133299 DOI: 10.1002/ejp.2121] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 03/29/2023] [Accepted: 04/20/2023] [Indexed: 05/04/2023]
Abstract
BACKGROUND Chronic pain and mental disorders are leading causes of disability worldwide. Individuals with chronic pain are more likely to experience mental disorders compared to individuals without chronic pain, but large-scale estimates are lacking. We aimed to calculate overall prevalence of mental health diagnoses from primary and secondary care among individuals treated for chronic pain in 2019 and to compare prevalence among chronic pain patients receiving opioid versus non-opioid analgesics, according to age and gender. METHODS It is a population-based cohort study. Linked data from nationwide health registers on dispensed drugs and diagnoses from primary (ICPC-2) and secondary (ICD-10) health care. Chronic pain patients were identified as all patients over 18 years of age filling at least one prescription of an analgesic reimbursed for non-malignant chronic pain in both 2018 and 2019 (N = 139,434, 69.3% women). RESULTS Prevalence of any mental health diagnosis was 35.6% (95% confidence interval: 35.4%-35.9%) when sleep diagnoses were included and 29.0% (28.8%-29.3%) when excluded. The most prevalent diagnostic categories were sleep disorders (14% [13.8%-14.2%]), depressive and related disorders (10.1% [9.9%-10.2%]) and phobia and other anxiety disorders (5.7% [5.5%-5.8%]). Prevalence of most diagnostic categories was higher in the group using opioids compared to non-opioids. The group with the highest overall prevalence was young women (18-44 years) using opioids (50.1% [47.2%-53.0%]). CONCLUSIONS Mental health diagnoses are common in chronic pain patients receiving analgesics, particularly among young individuals and opioid users. The combination of opioid use and high psychiatric comorbidity suggests that prescribers should attend to mental health in addition to somatic pain. SIGNIFICANCE This large-scale study with nation-wide registry data supports previous findings of high psychiatric burden in chronic pain patients. Opioid users had significantly higher prevalence of mental health diagnoses, regardless of age and gender compared to users of non-opioid analgesics. Opioid users with chronic pain therefore stand out as a particularly vulnerable group and should be followed up closely by their physician to ensure they receive sufficient care for both their mental and somatic symptoms.
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Affiliation(s)
- L C Gjerde
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
- Promenta Research Center, University of Oslo, Oslo, Norway
| | - S Skurtveit
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - M Handal
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Chronic Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | - R Nesvåg
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - T Clausen
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - T G Lid
- Centre for Alcohol and Drug Research (KORFOR), Stavanger University Hospital, Stavanger, Norway
- Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - A Hamina
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - P C Borchgrevink
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Pain and Complex Disorders, St. Olav's University Hospital, Trondheim, Norway
| | - I Odsbu
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
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8
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We need to talk: The urgent conversation on chronic pain, mental health, prescribing patterns and the opioid crisis. J Psychopharmacol 2023; 37:437-448. [PMID: 37171242 DOI: 10.1177/02698811221144635] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
The opioid crisis’ pathways from first exposure onwards to eventual illnesses and fatalities are multiple, intertwined and difficult to dissect. Here, we offer a multidisciplinary appraisal of the relationships among mental health, chronic pain, prescribing patterns worldwide and the opioid crisis. Because the opioid crisis’ toll is especially harsh on young people, emphasis is given on data regarding the younger strata of the population. Because analgesic opioid prescription constitute a recognised entry point towards misuse, opioid use disorder, and ultimately overdose, prescribing patterns across different countries are examined as a modifiable hazard factor along these pathways of risk. Psychiatrists are called to play a more compelling role in this urgent conversation, as they are uniquely placed to provide synthesis and lead action among the different fields of knowledge and care that lie at the crossroads of the opioid crisis. Psychiatrists are also ideally positioned to gauge and disseminate the foundations for diagnosis and clinical management of mental conditions associated with chronic pain, including the identification of hazardous and protective factors. It is our hope to spark more interdisciplinary exchanges and encourage psychiatrists worldwide to become leaders in an urgent conversation with interlocutors from the clinical and basic sciences, policy makers and stakeholders including clients and their families.
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Hsu JW, Tsai SJ, Bai YM, Huang KL, Su TP, Chen TJ, Chen MH. Risk of exposure to prescription opioids in children and adolescents with autism spectrum disorder: A nationwide longitudinal study. Autism Res 2022; 15:2192-2199. [PMID: 36054259 DOI: 10.1002/aur.2806] [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: 09/21/2021] [Accepted: 08/15/2022] [Indexed: 12/15/2022]
Abstract
Whether children and adolescents with autism spectrum disorder (ASD) are more likely to be exposed to prescription opioids than others remains unknown. The Taiwan National Health Insurance Research Database was employed, and 14,849 children and adolescents with ASD and 148,490 age- and sex-matched non-ASD controls were enrolled between 2001 and 2009 and followed up till the end of 2011. Those exposed to prescription opioids during the follow-up period were identified. Patients with ASD were more likely to be exposed to prescription opioids (hazard ratio [HR]: 4.95, 95% confidence interval [CI]: 4.50-5.45), including intravenous or intramuscular opioids (HR: 5.80, 95% CI: 5.23-6.43) and oral or transcutaneous opioids (HR: 2.32, 95% CI: 1.87-2.89), than were non-ASD controls. Furthermore, the ASD cohort had the increased likelihood of cumulative exposure of >14 days (HR: 6.19, 95% CI: 4.91-7.79) and >30 days (HR: 7.17, 95% CI: 5.19-9.90) to prescription opioids compared with the control cohort. ASD was a risk factor for exposure to prescription opioids. Close monitoring of prescription opioid use is necessary for at-risk children and adolescents with ASD, such as those having with or chronic pain. We found that patients with ASD were more likely to be exposed to prescription opioids, including intravenous or intramuscular opioids and oral or transcutaneous opioids, than were non-ASD controls. We suggest that close monitoring of prescription opioid use is necessary for at-risk children and adolescents with ASD, such as those having with or chronic pain.
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Affiliation(s)
- Ju-Wei Hsu
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Shih-Jen Tsai
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Ya-Mei Bai
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Kai-Lin Huang
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Tung-Ping Su
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Psychiatry, General Cheng Hsin Hospital, Taipei, Taiwan
| | - Tzeng-Ji Chen
- Department of Family Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Institute of Hospital and Health Care Administration, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Mu-Hong Chen
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Psychiatry, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
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10
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Fine KL, Rickert ME, O’Reilly LM, Sujan AC, Boersma K, Chang Z, Franck J, Lichtenstein P, Larsson H, D’Onofrio BM, Quinn PD. Initiation of Opioid Prescription and Risk of Suicidal Behavior Among Youth and Young Adults. Pediatrics 2022; 149:184742. [PMID: 35128560 PMCID: PMC9624202 DOI: 10.1542/peds.2020-049750] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Opioids are involved in an increasing proportion of suicide deaths. This study examined the association between opioid analgesic prescription initiation and suicidal behavior among young people. METHODS We analyzed Swedish population-register data on 1 895 984 individuals ages 9 to 29 years without prior recorded opioid prescriptions. We identified prescriptions dispensed from January 2007 onward and diagnosed self-injurious behavior and death by suicide through December 2013. We first compared initiators with demographically matched noninitiators. To account for confounding, we applied an active comparator design, which examined suicidal behavior among opioid initiators relative to prescription nonsteroidal antiinflammatory drug (NSAID) initiators while inverse-probability-of-treatment weighting with individual and familial covariates. RESULTS Among the cohort, 201 433 individuals initiated opioid prescription. Relative to demographically matched noninitiators, initiators (N = 180 808) had more than doubled risk of incident suicidal behavior (hazard ratio = 2.64; 95% confidence interval [CI], 2.47-2.81). However, in the active comparator design, opioid initiators (N = 86 635) had only 19% relatively greater risk of suicidal behavior compared with NSAID initiators (N = 255 096; hazard ratio = 1.19; 95% CI,: 1.11-1.28), corresponding to a weighted 5-year cumulative incidence of 2.2% (95% CI, 2.1-2.4) for opioid and 1.9% (95% CI, 1.9-2.0) for NSAID initiators. Most sensitivity analyses produced comparable results. CONCLUSIONS Opioid initiation may make only a small contribution to the elevated risk of suicidal behavior among young people receiving pharmacologic pain management. In weighing benefits and harms of opioid initiation, our results suggest that increased risk of suicidal behavior may not be a major concern.
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Affiliation(s)
| | - Martin E. Rickert
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana
| | - Lauren M. O’Reilly
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana
| | - Ayesha C. Sujan
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana
| | - Katja Boersma
- Center for Health and Medical Psychology (CHAMP), School of Law, Psychology and Social Work
| | - Zheng Chang
- Departments of Medical Epidemiology and Biostatistics
| | - Johan Franck
- Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | | | - Henrik Larsson
- School of Medical Sciences, Örebro University, Örebro, Sweden,Departments of Medical Epidemiology and Biostatistics
| | - Brian M. D’Onofrio
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana,Departments of Medical Epidemiology and Biostatistics
| | - Patrick D. Quinn
- Department of Applied Health Science, School of Public Health,Address correspondence to Patrick D. Quinn, PhD, Department of Applied Health Science, School of Public Health, Indiana University, 1025 E. 7 St., Room 116, Bloomington, IN 47405. E-mail:
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11
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Hamina A, Hjellvik V, Handal M, Odsbu I, Clausen T, Skurtveit S. Describing long-term opioid use utilizing Nordic Prescription Registers - A Norwegian example. Basic Clin Pharmacol Toxicol 2022; 130:481-491. [PMID: 35037407 DOI: 10.1111/bcpt.13706] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/13/2021] [Accepted: 01/11/2022] [Indexed: 11/28/2022]
Abstract
Previous studies have defined long-term opioid use in varying ways, decreasing comparability, reproducibility, and clinical applicability of the research. Based on recommendations from recent systematic reviews, we aimed to develop a methodology to estimate the prevalence of use persisting more than three months utilizing one of the Nordic prescription registers. We used the Norwegian Prescription Register (NorPD) to extract data on all opioid dispensations between 1 January 2004 and 31 October 2019. New users of opioids (washout 365 days) were defined as long-term users if they fulfilled two criteria: 1) they had ≥2 dispensations of opioids, 91-180 days apart; 2) days 0-90 included ≥90 dispensed administration units (e.g., tablets) of opioids. Overall, there were 2,543,224 new users of opioids during the study period. Of these, 354,666 (13.9%) fulfilled the criteria for long-term opioid use at least once. Compared with those who did not fulfill the criteria (short-term users), long-term users were older, more likely women, and used tramadol, oxycodone, and buprenorphine more frequently as their first opioid. In conclusion, we found that 1/7 of opioid users continued use longer than 3 months. Future outcome research should identify the clinically most important dose requirements for long-term opioid use criteria.
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Affiliation(s)
- A Hamina
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - V Hjellvik
- Department of Chronic Diseases and Ageing, Division of Mental and Physical Health, the Norwegian Institute of Public Health, Oslo, Norway
| | - M Handal
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Department of Mental Disorders, Division of Mental and Physical Health, the Norwegian Institute of Public Health, Oslo, Norway
| | - I Odsbu
- Department of Mental Disorders, Division of Mental and Physical Health, the Norwegian Institute of Public Health, Oslo, Norway
| | - T Clausen
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - S Skurtveit
- Norwegian Centre for Addiction Research (SERAF), Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Department of Mental Disorders, Division of Mental and Physical Health, the Norwegian Institute of Public Health, Oslo, Norway
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12
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Naughton M, Redmond P, Durbaba S, Ashworth M, Molokhia M. Determinants of long-term opioid prescribing in an urban population- a cross sectional study. Br J Clin Pharmacol 2022; 88:3172-3181. [PMID: 35018644 PMCID: PMC9305420 DOI: 10.1111/bcp.15231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 04/12/2021] [Accepted: 12/07/2021] [Indexed: 11/02/2022] Open
Abstract
BACKGROUND Opioid prescribing has more than doubled in the UK between 1998 and 2016. Potential adverse health implications include dependency, falls and increased health expenditure. AIM To describe the predictors of long-term opioid prescribing (LTOP), (≥3 opioid prescriptions in a 90-day period). DESIGN AND SETTING A retrospective cross-sectional study in 41 General Practices in South London. METHOD Multi-level multivariable logistic regression to investigate the determinants of LTOP. RESULTS 2,679 (0.8%) out of 320,639 registered patients ≥18 years were identified as having LTOP. Patients Were most likely to have LTOP, if: they had ≥5 long term conditions (LTCs) (adjusted odds ratio [AOR] 36.5, 95% confidence interval [CI] 30.4-43.8) or 2-4 LTCs (AOR 13.8, CI 11.9-16.1), in comparison to no LTCs, ≥75 years compared to 18-24 years (AOR 12.31, CI 7.1-21.5), smokers compared to non-smokers (AOR 2.2, CI 2.0-2.5), females compared to males (AOR 1.9, CI 1.7-2.0) and in the most deprived deprivation quintile (AOR 1.6, CI 1.4-1.8) compared to the least deprived. In a separate model examining individual long-term conditions (LTCs), the strongest associations for LTOP were noted for sickle cell disease (SCD) (AOR 18.4, CI 12.8-26.4), osteoarthritis (AOR 3.0, CI 2.8-3.3), rheumatoid arthritis (AOR 2.8, CI 2.2-3.4), depression (AOR 2.6, CI 2.3-2.8) and multiple sclerosis (OR 2.5, CI 1.4-4.4). CONCLUSION LTOP was significantly higher in those aged ≥75 years, with multi-morbidity or specific LTCs: sickle cell disease, osteoarthritis, rheumatoid arthritis, depression, and multiple sclerosis. These characteristics may enable the design of targeted interventions to reduce LTOP.
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Affiliation(s)
- Michael Naughton
- Department of Population Health Sciences & Environmental Sciences, King's College London
| | - Patrick Redmond
- School of Population Health & Environmental Sciences, King's College London
| | - Stevo Durbaba
- Department of Population Health Sciences, King's College London
| | - Mark Ashworth
- Department of Population Health Sciences, King's College London
| | - Mariam Molokhia
- Department of Population Health Sciences, King's College London
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13
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Adolescent pain: appraisal of the construct and trajectory prediction-by-symptom between age 12 and 17 years in a Canadian twin birth cohort. Pain 2021; 163:e1013-e1020. [PMID: 34966130 DOI: 10.1097/j.pain.0000000000002569] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 12/13/2021] [Indexed: 11/25/2022]
Abstract
ABSTRACT Adolescent pain is common and continues into adulthood, leading to negative long-term outcomes including substance-related morbidity: an empirical definition of its construct may inform the early detection of persistent pain trajectories. These secondary analyses of a classical twin study assessed whether: headaches, back pains, abdominal pain, chest pains, stabbing/throbbing pain, gastric pain/nausea, measured in 501 pairs across 5 waves between age 12-17, fit a unitary construct, or constitute independent manifestations. We then assessed which symptoms were associated with a steady, 'frequent pain' trajectory that is associated with risk for early opioid prescriptions. Item Response Theory results indicated that all 6 pain symptoms index a unitary construct. Binary logistic regressions identified 'back pain' as the only symptom consistently associated with membership in the 'frequent adolescent pain' trajectory (OR:1.66-3.38) at all 5 measurement waves. Receiver Operating Characteristic analyses computed the discriminating power of symptoms to determine participants' membership into the 'frequent' trajectory: they yielded acceptable (.7-.8) to excellent (.8-.9) area under the curve (AUC) values for all 6 symptoms. The highest AUC was attained by 'back pain' at age 14 (.835); for multiple cut-off thresholds of symptom frequency, 'back pain' showed good sensitivity/false alarm probability trade-offs, predominantly in the 13-14-15 age range, to predict the 'frequent pain' trajectory. These data support a unitary conceptualization and assessment of adolescent pain, which is advantageous for epidemiological, clinical, and translational purposes. Persistent back pain constitutes a sensitive indicator of a steady trajectory of adolescent pain.
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14
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LoMartire R, Dahlström Ö, Björk M, Vixner L, Frumento P, Constan L, Gerdle B, Äng BO. Predictors of Sickness Absence in a Clinical Population With Chronic Pain. THE JOURNAL OF PAIN 2021; 22:1180-1194. [PMID: 33819574 DOI: 10.1016/j.jpain.2021.03.145] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 03/02/2021] [Accepted: 03/19/2021] [Indexed: 12/12/2022]
Abstract
Chronic pain-related sickness absence is an enormous socioeconomic burden globally. Optimized interventions are reliant on a lucid understanding of the distribution of social insurance benefits and their predictors. This register-based observational study analyzed data for a 7-year period from a population-representative sample of 44,241 chronic pain patients eligible for interdisciplinary treatment (IDT) at specialist clinics. Sequence analysis was used to describe the sickness absence over the complete period and to separate the patients into subgroups based on their social insurance benefits over the final 2 years. The predictive performance of features from various domains was then explored with machine learning-based modeling in a nested cross-validation procedure. Our results showed that patients on sickness absence increased from 17% 5 years before to 48% at the time of the IDT assessment, and then decreased to 38% at the end of follow-up. Patients were divided into 3 classes characterized by low sickness absence, sick leave, and disability pension, with eight predictors of class membership being identified. Sickness absence history was the strongest predictor of future sickness absence, while other predictors included a 2008 policy, age, confidence in recovery, and geographical location. Information on these features could guide personalized intervention in the specialized healthcare. PERSPECTIVE: This study describes sickness absence in patients who visited a Swedish pain specialist interdisciplinary treatment clinic during the period 2005 to 2016. Predictors of future sickness absence are also identified that should be considered when adapting IDT programs to the patient's needs.
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Affiliation(s)
- Riccardo LoMartire
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden; School of Health and Welfare, Dalarna University, Falun, Sweden.
| | - Örjan Dahlström
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Mathilda Björk
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Linda Vixner
- School of Health and Welfare, Dalarna University, Falun, Sweden
| | - Paolo Frumento
- Department of Political Sciences, University of Pisa, Pisa, Italy
| | - Lea Constan
- Department of Arts and Crafts, Konstfack: University of Arts, Crafts and Design, Stockholm, Sweden
| | - Björn Gerdle
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Björn Olov Äng
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden; School of Health and Welfare, Dalarna University, Falun, Sweden; Center for Clinical Research Dalarna-Uppsala University, Falun, Sweden
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15
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Prescription opioid use and employment: A nationwide Finnish register study. Drug Alcohol Depend 2021; 227:108967. [PMID: 34482040 DOI: 10.1016/j.drugalcdep.2021.108967] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 08/05/2021] [Accepted: 08/07/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND The secular decline in labor market participation and the concurrent increase in opioid use in many developed countries have sparked a policy debate on the possible connection between these two trends. We examined whether the use of prescription opioids was connected to labor market outcomes relating to participation, employment and unemployment among the Finnish population. METHODS The working-age population (aged 19-64 years) living in Finland during the period 1995-2016 was used in the analyses (consisting of 67 903 701 person-year observations). Lagged values of prescription opioid use per capita were used as the exposure. Instrumental variables (IV) estimation method was used to identify causal effects, where opioid use per capita for the elderly (65-95-year-old) was used as an instrument for the opioid use per capita for the working-age population of the same gender, education and region. RESULTS Increased opioid use led to worse labor market outcomes in the long run, with the effect size of 16 % and 20 %, compared to the standard deviation of the employment and participation rates. On the contrary, in the short run, increased opioid use had positive employment effects. CONCLUSIONS Policymakers should take the contradictory short- and long-term effects into account while considering regulation and monitoring of opioid use. Regulating and monitoring long-term prescription opioids is crucial for reducing their negative labor market consequences.
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16
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Opioid Prescriptions in Chronic Pain Rehabilitation. A Prospective Study on the Prevalence and Association between Individual Patient Characteristics and Opioids. J Clin Med 2021; 10:jcm10102130. [PMID: 34069098 PMCID: PMC8155870 DOI: 10.3390/jcm10102130] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 04/30/2021] [Accepted: 05/12/2021] [Indexed: 11/17/2022] Open
Abstract
While against recommendations, long-term opioid therapy (LTOT) for chronic pain is common. This study aimed to describe the prevalence of opioid prescriptions and to study the association of patient characteristics (demographics, pain characteristics, anxiety, depressive symptoms and pain coping) with future LTOT. The sample included N = 1334 chronic musculoskeletal pain patients, aged 18–65, who were assessed for Interdisciplinary Multimodal Pain Rehabilitation (IMMR) in Swedish specialist rehabilitation. Prescriptions were tracked across a two-year target period after assessment. In total, 9100 opioid prescriptions were prescribed to 55% of the sample (Mmedian = 6, IQR = 14). Prediction of LTOT was analyzed separately for those who did (24%) and did not (76%) receive IMMR. The odds of receiving opioids was similar for these subsamples, after controlling for differences in baseline characteristics. In both samples, there were significant associations between patient characteristics and future opioid prescriptions. Dysfunctional pain coping was a unique predictor of LTOT in those who received IMMR while pain intensity and depressive symptoms were unique predictors in those who did not receive IMMR. The results underscore that opioid treatment is common among patients in chronic pain rehabilitation and relates to pain and psychological factors. Understanding in detail why these factors relate to opioid prescription patterns is an important future study area as it is a prerequisite for better management and fundamental for preventing overuse.
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17
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Sujan AC, Rickert ME, Quinn PD, Ludema C, Wiggs KK, Larsson H, Lichtenstein P, Almqvist C, Öberg AS, D’Onofrio BM. A population-based study of concurrent prescriptions of opioid analgesic and selective serotonin reuptake inhibitor medications during pregnancy and risk for adverse birth outcomes. Paediatr Perinat Epidemiol 2021; 35:184-193. [PMID: 33350491 PMCID: PMC7878346 DOI: 10.1111/ppe.12721] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 07/24/2020] [Accepted: 07/31/2020] [Indexed: 01/02/2023]
Abstract
BACKGROUND Pregnant women with painful conditions often have mental health problems, including depression and anxiety. Co-morbid conditions may cause pregnant women to use multiple medications, although safety of such practice is poorly understood. OBJECTIVES We investigated the influence of combined prescriptions of opioid analgesics and selective serotonin reuptake inhibitors (SSRIs) during pregnancy on two adverse birth outcomes. METHODS We analysed Swedish population-based births (n = 688 914) between 2007 and 2013. Using national registers, we obtained data on filled medication prescriptions, birth outcomes, and a wide range of parental characteristics. We estimated preterm birth and small-for-gestational-age risk following independent or combined prescriptions of the two medications compared with no filled prescriptions for either medication. We adjusted for confounders using inverse probability of treatment weights. RESULTS After adjusting for confounders, preterm birth risk was higher among women with opioid analgesic prescriptions only (5.9%; risk ratio [RR] 1.27, 95% confidence interval [CI] 1.22, 1.33), SSRIs only (6.2%; RR 1.34, 95% CI 1.27, 1.42), and both medications (7.8%; RR 1.70, 95% CI 1.47, 1.96) compared with unexposed women (4.6%). The interaction between the medications on preterm birth was small (risk difference [RD] 0.4%, 95% CI -0.8%, 1.6%); relative excess risk due to interaction [RERI] 0.09, 95% CI -0.17, 0.34; RR 1.00, 95% CI 0.85, 1.17). For small for gestational age, risk was approximately 2% across all groups, and there was no interaction between the medications (RD 0.3%, 95% CI -0.4%, 1.1%); RERI 0.15, 95% CI -0.16, 0.47; RR 1.15, 95% CI 0.87, 1.52). CONCLUSIONS Compared with unexposed pregnancies, those with either medication alone had a small increased risk for preterm birth but no increased risk for small for gestational age. The magnitude of associations with combined exposure to both medications were not greater than the sum of the associations with each medication considered individually.
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Affiliation(s)
- Ayesha C. Sujan
- Department of Psychological & Brain Sciences, Indiana University–Bloomington, Bloomington, IN, USA
| | - Martin E. Rickert
- Department of Psychological & Brain Sciences, Indiana University–Bloomington, Bloomington, IN, USA
| | - Patrick D. Quinn
- Department of Applied Health Science, School of Public Health, Indiana University–Bloomington, Bloomington, IN, USA
| | - Christina Ludema
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University–Bloomington, Bloomington, IN, USA
| | - Kelsey K. Wiggs
- Department of Psychological & Brain Sciences, Indiana University–Bloomington, Bloomington, IN, USA
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden,School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Catarina Almqvist
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - A. Sara Öberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden,Department of Epidemiology, T.H. Chan School of Public Health, Harvard, Boston, USA
| | - Brian M. D’Onofrio
- Department of Psychological & Brain Sciences, Indiana University–Bloomington, Bloomington, IN, USA,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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18
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Sujan AC, Quinn PD, Rickert ME, Wiggs KK, Larsson H, Lichtenstein P, Öberg AS, D'Onofrio BM. A nation-wide Swedish study of opioid analgesic prescribing patterns during pregnancy and associated preexisting mental health conditions. J Matern Fetal Neonatal Med 2021; 35:5161-5167. [PMID: 33441038 PMCID: PMC10083039 DOI: 10.1080/14767058.2021.1875436] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Research has consistently shown individuals with mental health conditions are more likely to be prescribed opioid analgesic medications and to engage in heavier utilization. However, it is unclear whether these findings apply to pregnant women. STUDY DESIGN We explored opioid analgesic prescription in 689,400 pregnancies occurring in Sweden between 2007 and 2013. We investigated prescription patterns across time and type of source clinic for any opioid analgesic and for strong and weak opioid analgesics. We further evaluated the extent to which receipt of opioid analgesic medications was associated with previous mental health diagnoses and prescriptions of other psychoactive medications. RESULTS The prevalence of pregnant women who filled prescriptions for opioid analgesics (4.5%) was relatively stable across the assessed years. However, among pregnant women who filled opioid analgesic prescriptions, there was a large increase in strong opioid analgesic prescriptions-from 6.1% in 2007 to 17.1% in 2013. The main source of opioid analgesic prescriptions were primary care and obstetrics and gynecology clinics-38.7% of all filled prescriptions originated from primary care providers and 25.3% from obstetrics and gynecology practitioners. Compared to pregnant women who did not fill any opioid analgesic prescriptions, those who did were more likely to have a wide range of preexisting mental health diagnoses (e.g. anxiety disorder odds ratio [OR] = 3.13, 95% confidence interval [CI]:2.98,3.29) and to utilize a wide range of other psychoactive medications (e.g. benzodiazepines OR = 4.26, 95% CI:4.10,4.43). Similarly, those who received strong opioids were more likely to have a wide range of mental health diagnoses and be prescribed a wide range of psychoactive medications compared to those who received weak opioids. CONCLUSIONS These results highlight the need for physicians treating pregnant women and women of childbearing age for painful conditions to obtain detailed histories of mental health problems, screen for symptoms of mental health problems, and facilitate integrated care and evidence-based mental health interventions if needed.
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Affiliation(s)
- Ayesha C Sujan
- Department of Psychological & Brain Sciences, Indiana University-Bloomington, Bloomington, IN, USA
| | - Patrick D Quinn
- Department of Applied Health Science, School of Public Health, Indiana University-Bloomington, Bloomington, IN, USA
| | - Martin E Rickert
- Department of Psychological & Brain Sciences, Indiana University-Bloomington, Bloomington, IN, USA
| | - Kelsey K Wiggs
- Department of Psychological & Brain Sciences, Indiana University-Bloomington, Bloomington, IN, USA
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.,School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - A Sara Öberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.,Department of Epidemiology, T.H. Chan School of Public Health, Boston, MA, USA
| | - Brian M D'Onofrio
- Department of Psychological & Brain Sciences, Indiana University-Bloomington, Bloomington, IN, USA.,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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Quinn PD, Fine KL, Rickert ME, Sujan AC, Boersma K, Chang Z, Franck J, Lichtenstein P, Larsson H, D’Onofrio BM. Association of Opioid Prescription Initiation During Adolescence and Young Adulthood With Subsequent Substance-Related Morbidity. JAMA Pediatr 2020; 174:1048-1055. [PMID: 32797146 PMCID: PMC7418042 DOI: 10.1001/jamapediatrics.2020.2539] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
IMPORTANCE Concerns about adverse outcomes associated with opioid analgesic prescription have led to major guideline and policy changes. Substantial uncertainty remains, however, regarding the association between opioid prescription initiation and increased risk of subsequent substance-related morbidity. OBJECTIVE To examine the association of opioid initiation among adolescents and young adults with subsequent broadly defined substance-related morbidity. DESIGN, SETTING, AND PARTICIPANTS This cohort study analyzed population-register data from January 1, 2007, to December 31, 2013, on Swedish individuals aged 13 to 29 years by January 1, 2013, who were naive to opioid prescription. To account for confounding, the analysis compared opioid prescription recipients with recipients of nonsteroidal anti-inflammatory drugs as an active comparator, compared opioid-recipient twins and other multiple birth individuals with their nonrecipient co-multiple birth offspring (co-twin control), examined dental prescription as a specific indication, and included individual, parental, and socioeconomic covariates. Data were analyzed from March 30, 2019, to January 22, 2020. EXPOSURES Opioid prescription initiation, defined as first dispensed opioid analgesic prescription. MAIN OUTCOMES AND MEASURES Substance-related morbidity, assessed as clinically diagnosed substance use disorder or overdose identified from inpatient or outpatient specialist records, substance use disorder or overdose cause of death, dispensed pharmacotherapy for alcohol use disorder, or conviction for substance-related crime. RESULTS Among the included cohort (n = 1 541 862; 793 933 male [51.5%]), 193 922 individuals initiated opioid therapy by December 31, 2013 (median age at initiation, 20.9 years [interquartile range, 18.2-23.6 years]). The active comparator design included 77 143 opioid recipients without preexisting substance-related morbidity and 229 461 nonsteroidal anti-inflammatory drug recipients. The adjusted cumulative incidence of substance-related morbidity within 5 years was 6.2% (95% CI, 5.9%-6.5%) for opioid recipients and 4.9% (95% CI, 4.8%-5.1%) for nonsteroidal anti-inflammatory drug recipients (hazard ratio, 1.29; 95% CI, 1.23-1.35). The co-twin control design produced comparable results (3013 opioid recipients and 3107 nonrecipients; adjusted hazard ratio, 1.43; 95% CI, 1.02-2.01), as did restriction to analgesics prescribed for dental indications and additional sensitivity analyses. CONCLUSIONS AND RELEVANCE Among adolescents and young adults analyzed in this study, initial opioid prescription receipt was associated with an approximately 30% to 40% relative increase in risk of subsequent substance-related morbidity in multiple designs that adjusted for confounding. These findings suggest that this increase may be smaller than previously estimated in some other studies.
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Affiliation(s)
- Patrick D. Quinn
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington
| | - Kimberly L. Fine
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington
| | - Martin E. Rickert
- Department of Psychological and Brain Sciences, Indiana University, Bloomington
| | - Ayesha C. Sujan
- Department of Psychological and Brain Sciences, Indiana University, Bloomington
| | - Katja Boersma
- Center for Health and Medical Psychology, School of Law, Psychology and Social Work, Örebro University, Örebro, Sweden
| | - Zheng Chang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Johan Franck
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden,School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Brian M. D’Onofrio
- Department of Psychological and Brain Sciences, Indiana University, Bloomington,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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Pain prevention and management must begin in childhood: the key role of psychological interventions. Pain 2020; 161 Suppl 1:S114-S121. [DOI: 10.1097/j.pain.0000000000001862] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Sujan AC, Quinn PD, Rickert ME, Wiggs KK, Lichtenstein P, Larsson H, Almqvist C, Öberg AS, D’Onofrio BM. Maternal prescribed opioid analgesic use during pregnancy and associations with adverse birth outcomes: A population-based study. PLoS Med 2019; 16:e1002980. [PMID: 31790390 PMCID: PMC6886755 DOI: 10.1371/journal.pmed.1002980] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 11/04/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Published research on prescribed opioid analgesic (POA) use during pregnancy and birth outcomes is limited in scope and has not adequately adjusted for potential confounding factors. To help address these gaps, we estimated associations between maternal POAs during pregnancy and two adverse birth outcomes using a large population-based dataset, multiple definitions of POA exposure, and several methods to evaluate the influence of both measured and unmeasured confounding factors. METHODS AND FINDINGS We obtained data by linking information from several Swedish registers and conducted a retrospective cohort study on a population-based sample of 620,458 Swedish births occurring between 2007 and 2013 (48.6% female; 44.4% firstborn). We evaluated associations between prenatal POA exposure and risk for preterm birth (PTB; <37 gestational weeks) and small for gestational age (SGA; birth weight 2 standard deviations below the expected weight for gestational age or lower). We evaluated the influence of confounding by adjusting for a wide range of measured covariates while comparing exposed and unexposed infants. Additionally, we adjusted for unmeasured confounding factors by using several advanced epidemiological designs. Infants exposed to POAs anytime during pregnancy were at increased risk for PTB compared with unexposed infants (6.4% exposed versus 4.4% unexposed; adjusted odds ratio [OR] = 1.38, 95% confidence interval [CI] 1.31-1.45, p < 0.001). This association was attenuated when we compared POA-exposed infants with acetaminophen-exposed infants (OR = 1.18, 95% CI 1.07-1.30, p < 0.001), infants born to women who used POAs before pregnancy only (OR = 1.05, 95% CI 0.96-1.14, p = 0.27), and unexposed siblings (OR = 0.99, 95% CI 0.85-1.14, p = 0.92). We also evaluated associations with short-term versus persistent POA use during pregnancy and observed a similar pattern of results, although the magnitudes of associations with persistent exposure were larger than associations with any use or short-term use. Although short-term use was not associated with SGA (adjusted ORsingle-trimester = 0.95, 95% CI 0.87-1.04, p = 0.29), persistent use was associated with increased risk for SGA (adjusted ORmultiple-trimester = 1.40, 95% CI 1.17-1.67, p < 0.001) compared with unexposed infants. The association with persistent exposure was attenuated when we used alternative comparison groups (e.g., sibling comparison OR = 1.22, 95% CI 0.60-2.48, p = 0.58). Of note, our study had limitations, including potential bias from exposure misclassification, an inability to adjust for all sources of confounding, and uncertainty regarding generalizability to countries outside of Sweden. CONCLUSIONS Our results suggested that observed associations between POA use during pregnancy and risk of PTB and SGA were largely due to unmeasured confounding factors, although we could not rule out small independent associations, particularly for persistent POA use during pregnancy.
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Affiliation(s)
- Ayesha C. Sujan
- Department of Psychological & Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, United States of America
- * E-mail:
| | - Patrick D. Quinn
- Department of Applied Health Science, School of Public Health, Indiana University Bloomington, Bloomington, Indiana, United States of America
| | - Martin E. Rickert
- Department of Psychological & Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, United States of America
| | - Kelsey K. Wiggs
- Department of Psychological & Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, United States of America
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Catarina Almqvist
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Astrid Lindgren Children’s Hospital, Karolinska University Hospital, Stockholm, Sweden
| | - A. Sara Öberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Epidemiology, T.H. Chan School of Public Health, Harvard, Boston, United States of America
| | - Brian M. D’Onofrio
- Department of Psychological & Brain Sciences, Indiana University Bloomington, Bloomington, Indiana, United States of America
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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