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Chatterton CN, Handy RP. Fentanyl concentrations in ligated femoral blood in the presence and absence of NPS benzodiazepine drugs. A review of over 1250 benzo-dope / fentanyl toxicity cases in Alberta, Canada. Forensic Sci Int 2023; 350:111777. [PMID: 37478730 DOI: 10.1016/j.forsciint.2023.111777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 06/19/2023] [Accepted: 06/28/2023] [Indexed: 07/23/2023]
Abstract
The drug combination referred to as 'benzo dope' has become prevalent in recent years, with an increasing number of fentanyl-related deaths reporting the concomitant presence of one or more benzodiazepine drug, such as etizolam, flualprazolam and flubromazepam. The central nervous system (CNS) depressant effects of these benzodiazepine drugs can exacerbate respiratory and CNS depressant effects resulting from the use/misuse of potent opioids such as fentanyl. This combined and enhanced drug-induced toxicity can pose a significant threat to life. Over a three-year period (2020-2022), the Office of the Chief Medical Examiner, Edmonton, Alberta, Canada issued 2812 case reports with fentanyl detected; of these cases, approximately 45% (1261) were positive for at least one benzodiazepine drug. This study presents concentrations of both fentanyl and benzodiazepine drugs in post mortem blood collected from a visualized, ligated femoral vein. The study demonstrates that the blood concentration of fentanyl in benzo-dope case reports is considerably higher than in cases where no benzodiazepine drug was detected.The median concentration of fentanyl in femoral blood for cases that also contained a benzodiazepine drug was 12.4 ng/mL (2020), 11.9 ng/mL (2021) and 14.0 ng/mL (2022). The median concentration of fentanyl in femoral blood for cases that did not contain a benzodiazepine drug was 8.5 ng/mL (2020), 7.0 ng/mL (2021) and 7.2 ng/mL (2022). The percent differences between the groups were similar with those observed from quantitative analysis of drug powders from unrelated police seizures in Alberta, Canada, suggesting the observed differences in blood fentanyl concentration may be due to the use of a drug substance with a higher concentration of fentanyl.Furthermore, the reported concentration of the benzodiazepine drug(s) is low, such that the role/contribution, if any, that this drug may have played in the decedents' death should be questioned and carefully considered by the certifying medical examiner/coroner.
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Affiliation(s)
- C N Chatterton
- Office of the Chief Medical Examiner, 7007-116 Street NW, Edmonton, Alberta, Canada.
| | - R P Handy
- Office of the Chief Medical Examiner, 7007-116 Street NW, Edmonton, Alberta, Canada
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Xu J, Zakari NMA, Hamadi HY, Park S, Haley DR, Zhao M. The Financial Burden of Opioid-Related Abuse among Surgical and Non-Surgical Patients in Florida: A Longitudinal Study. IJERPH 2021; 18:ijerph18179127. [PMID: 34501717 PMCID: PMC8430612 DOI: 10.3390/ijerph18179127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/24/2021] [Accepted: 08/27/2021] [Indexed: 12/22/2022]
Abstract
Florida is one of the eight states labeled as a high-burden opioid abuse state and is an epicenter for opioid use and misuse. The aim of our study was to measure multi-year total room charges and costs billed for opioid abuse-related events and to compare the costs of inpatient opioid abusers and non-opioid abusers for Florida hospitals from 2011 to 2017. We constructed a retrospective case-control longitudinal study design on inpatient administrative discharge data across 173 hospitals. Opioid abuse was defined using both ICD-9-CM and ICD-10-CM systems. We found a statistically significant association between opioid abuse diagnosis and total room charge. On average, opioid abuse status increased the room charges by 8.1%. We also noticed year-to-year variations in opioid abuse had a remarkable influence on hospital finances. We showed that since 2015, the differences significantly increased from 4–5% to 13–14% for both room charges and cost, which indicates the financial burden due to opioid abuse becoming more frequent. These findings are important to policymakers and hospital administrators because they provide crucial insight into Florida’s opioid crisis and its economic burden on hospitals.
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Affiliation(s)
- Jing Xu
- Department of Health Administration, Brooks College of Health, University of North Florida, Jacksonville, FL 32224, USA; (J.X.); (S.P.); (D.R.H.); (M.Z.)
| | - Nazik M. A. Zakari
- College of Applied Sciences, Al Maarefa University, Riyadh 11597, Saudi Arabia;
| | - Hanadi Y. Hamadi
- Department of Health Administration, Brooks College of Health, University of North Florida, Jacksonville, FL 32224, USA; (J.X.); (S.P.); (D.R.H.); (M.Z.)
- Correspondence:
| | - Sinyoung Park
- Department of Health Administration, Brooks College of Health, University of North Florida, Jacksonville, FL 32224, USA; (J.X.); (S.P.); (D.R.H.); (M.Z.)
| | - Donald Rob Haley
- Department of Health Administration, Brooks College of Health, University of North Florida, Jacksonville, FL 32224, USA; (J.X.); (S.P.); (D.R.H.); (M.Z.)
| | - Mei Zhao
- Department of Health Administration, Brooks College of Health, University of North Florida, Jacksonville, FL 32224, USA; (J.X.); (S.P.); (D.R.H.); (M.Z.)
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Onuoha EN, Leff JA, Schackman BR, McCollister KE, Polsky D, Murphy SM. Economic Evaluations of Pharmacologic Treatment for Opioid Use Disorder: A Systematic Literature Review. Value Health 2021; 24:1068-1083. [PMID: 34243831 PMCID: PMC8591614 DOI: 10.1016/j.jval.2020.12.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 12/10/2020] [Accepted: 12/29/2020] [Indexed: 05/19/2023]
Abstract
OBJECTIVE The crisis of opioid use puts a strain on resources in the United States and worldwide. There are 3 US Food and Drug Administration-approved medications for treatment of opioid use disorder: methadone, buprenorphine, and injectable extended-release naltrexone (XR-NTX). The comparative effectiveness and cost vary considerably among these 3 medications. Economic evaluations provide evidence that help stakeholders efficiently allocate scarce resources. Our objective was to summarize recent health economic evidence of pharmacologic treatment of opioid use disorder interventions. METHODS We searched PubMed for peer-reviewed studies in English from August 2015 through December 2019 as an update to a 2015 review. We used the Drummond checklist to evaluate and categorize economic evaluation study quality. We summarized results by economic evaluation methodology and pharmacologic treatment modality. RESULTS We identified 105 articles as potentially relevant and included 21 (4 cost-offset studies and 17 cost-effectiveness/cost-benefit studies). We found strengthened evidence on buprenorphine and methadone, indicating that these treatments are economically advantageous compared with no pharmacotherapy, but found limited evidence on XR-NTX. Only half of the cost-effectiveness studies used a generic preference-based measure of effectiveness, limiting broad comparison across diseases/disorders. The disease/disorder-specific cost-effectiveness measures vary widely, suggesting a lack of consensus on the value of substance use disorder treatment. CONCLUSION We found studies that provide new evidence supporting the cost-effectiveness of buprenorphine compared with no pharmacotherapy. We found a lack of evidence supporting superior economic value for buprenorphine versus methadone, suggesting that both are attractive alternatives. Further economic research is needed on XR-NTX, as well as other emerging pharmacotherapies, treatment modalities, and dosage forms.
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Affiliation(s)
- Erica N Onuoha
- Department of Healthcare Policy & Research, Weill Cornell Medical College, New York, NY, USA.
| | - Jared A Leff
- Department of Healthcare Policy & Research, Weill Cornell Medical College, New York, NY, USA
| | - Bruce R Schackman
- Department of Healthcare Policy & Research, Weill Cornell Medical College, New York, NY, USA
| | - Kathryn E McCollister
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Daniel Polsky
- Johns Hopkins Carey Business School, Johns Hopkins University, Baltimore, MD, USA; Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Sean M Murphy
- Department of Healthcare Policy & Research, Weill Cornell Medical College, New York, NY, USA
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Brummett CM, Evans-Shields J, England C, Kong AM, Lew CR, Henriques C, Zimmerman NM, Sun EC. Increased health care costs associated with new persistent opioid use after major surgery in opioid-naive patients. J Manag Care Spec Pharm 2021; 27:760-771. [PMID: 33624534 PMCID: PMC8177715 DOI: 10.18553/jmcp.2021.20507] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Opioid use after surgery is associated with increased health care utilization and costs. Although some studies show that surgical patients may later become persistent opioid users, data on the association between new persistent opioid use after surgery and health care utilization and costs are lacking. OBJECTIVE: To compare health care utilization and costs after major inpatient or METHODS: The IBM MarketScan Research databases were used to identify opioid-naive patients with major inpatient or outpatient surgeries and at least 1 year of continuous enrollment before and after this index surgery. Cohorts were stratified by new persistent opioid utilization status, setting of surgery (inpatient, outpatient), and payer (commercial, Medicare, Medicaid). Patients were considered new persistent opioid users if they had at least 1 opioid claim 4-90 days after index surgery and at least 1 opioid claim 91-180 days after index surgery. Patients with opioid prescription claims between 1 year and 15 days before their index event were excluded. Health care utilization and costs (excluding index surgery) were measured in the 1-year period after surgery. Predicted costs and cost ratios were estimated using multivariable log-linked gamma-family generalized linear models. RESULTS: In the inpatient cohorts, 827,583 commercial, 186,154 Medicare, and 104,734 Medicaid patients were included in the study, and the incidence of new persistent opioid use in these cohorts was 4.1%, 5.6%, and 7.1%, respectively. In the outpatient cohorts, 1,542,565 commercial, 390,876 Medicare, and 94,878 Medicaid patients were selected, with 2.0%, 1.5%, and 6.4% new persistent opioid use, respectively. Across all 3 payers in both surgical settings, patients with new persistent opioid use had a higher comorbidity burden and more use of concomitant medications in the baseline period. In the 1-year period after index surgery, patients with new persistent opioid use had more inpatient admissions, emergency department visits, and ambulance/paramedic service use than patients without persistent use, regardless of payer and setting. Patients with new persistent opioid use had approximately 5 times more opioid prescriptions and also had more nonopioid pharmacy claims than those without persistent use across all cohorts. After covariate adjustment, predicted 1-year total health care costs were significantly higher for patients with new persistent opioid use compared with those without persistent use for all comparisons (commercial inpatient: $29,499 vs. $11,798; Medicare inpatient: $34,455 vs. $21,313; Medicaid inpatient: $14,622 vs. $6,678; commercial outpatient: $18,751 vs. $7,517; Medicare outpatient ($26,411 vs. $13,577; Medicaid outpatient: $12,381 vs. $6,784; all P < 0.001). CONCLUSIONS: New persistent opioid use after major surgery in opioid-naive patients is associated with increased health care utilization and costs in the year after surgery across all surgical settings and payers. DISCLOSURES: Funding for this study was provided by Heron Therapeutics, which participated in analysis and interpretation of data, drafting, reviewing, and approving the publication. All authors contributed to the analysis and interpretation of the data and development of the publication and maintained control over the final content. England and Evans-Shields are employees of Heron Therapeutics. Kong, Lew, Zimmerman, and Henriques are employees of IBM Watson Health, which was compensated by Heron Therapeutics for conducting this research. Brummett is a paid consultant for Heron Therapeutics, Vertex Pharmaceuticals, and Alosa Health and provides expert testimony. He further reports receipt of research funding from MDHHS (Sub K Michigan Open), NIDA (Centralized Pain Opioid Non-Responsiveness R01 DA038261-05), NIH0DHHS-US-16 PAF 07628 (R01 NR017096-05), NIH-DHHS (P50 AR070600-05 CORT), NIH-DHHS-US (K23 DA038718-04), NIH-DHHS-US-16-PAF06270 (R01 HD088712-05), NIH-DHHS-US-17-PAF02680 (R01 DA042859-05), and UM Michigan Genomics Initiative and holds a patent for peripheral perineural dexmedetomidine. Sun reports funding from the National Institute on Drug Abuse (K08DA042314) as well as consulting fees from the Mission Lisa Foundation that are unrelated to this work.
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Affiliation(s)
- Chad M Brummett
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor
| | | | | | | | | | | | | | - Eric C Sun
- Department of Anesthesiology, Perioperative and Pain Medicine and Center for Health Policy/Center for Primary Care and Outcomes Research, Stanford University Medical Center, Stanford, CA
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Florence C, Luo F, Rice K. The economic burden of opioid use disorder and fatal opioid overdose in the United States, 2017. Drug Alcohol Depend 2021; 218:108350. [PMID: 33121867 PMCID: PMC8091480 DOI: 10.1016/j.drugalcdep.2020.108350] [Citation(s) in RCA: 170] [Impact Index Per Article: 56.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 09/25/2020] [Accepted: 09/28/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND The United States (U.S.) is experiencing an ongoing opioid crisis. Economic burden estimates that describe the impact of the crisis are needed when considering federal and state resources devoted to addressing overdoses. In this study, we estimate the societal costs for opioid use disorder and fatal overdose from all opioids in 2017. METHODS We estimated costs of fatal overdose from all opioids and opioid use disorder based on the incidence of overdose deaths and the prevalence of past-year opioid use disorder for 2017. Incidence of fatal opioid overdose was obtained from the National Vital Statistics System; prevalence of past-year opioid use disorder was estimated from the National Survey of Drug Use and Health. Costs were estimated for health care, criminal justice and lost productivity. Costs for the reduced quality of life for opioid use disorder and life lost due to fatal opioid overdose were valued using U.S. Department of Health and Human Services guidelines for valuing reductions in morbidity and mortality. RESULTS Costs for opioid use disorder and fatal opioid overdose in 2017 were estimated to be $1.02 trillion. The majority of the economic burden is due to reduced quality of life from opioid use disorder and the value of life lost due to fatal opioid overdose. CONCLUSIONS These estimates can assist decision makers in understanding the magnitude of opioid use disorder and fatal overdose. Knowing the magnitude and distribution of the economic burden can inform public policy, clinical practice, research, and prevention and response activities.
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Affiliation(s)
- Curtis Florence
- Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Feijun Luo
- Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ketra Rice
- Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Arifkhanova A, McCormick Kraus E, Al-Tayyib A, Taub J, Encinias A, McEwen D, Davidson A, Shlay JC. Estimating costs of hospitalizations associated with opioid use disorder or opioid misuse at a large, urban safety-net hospital-Denver, Colorado, 2017. Drug Alcohol Depend 2021; 218:108306. [PMID: 33160792 DOI: 10.1016/j.drugalcdep.2020.108306] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 09/14/2020] [Accepted: 09/16/2020] [Indexed: 10/23/2022]
Abstract
INTRODUCTION The national and state economic burden of the opioid crisis is substantial. This study estimated the number of hospitalizations associated with opioid use disorder (OUD) or opioid misuse (OM) and the cost of those hospitalizations at Denver Health (DH) Medical Center, a large, urban safety-net hospital. METHODS For 2017, direct inpatient medical costs for hospitalizations associated with OUD or OM at DH Medical Center were estimated and categorized by group and insurance type. Data were from the DH electronic health records database that included charge data. Hospitalizations associated with OUD or OM were identified using diagnostic codes and an expanded set of inclusion criteria including diagnostic codes, opioid withdrawal assessments, opioid-related admission notes, and medication prescriptions to treat OUD. Costs were estimated using cost-to-charge ratios specific to DH. RESULTS During 2017, 220 hospitalizations, $9,834,979 in total charges, $3,690,724 in estimated total costs, and $2,115,990 in total reimbursements were identified using diagnostic codes. Using the most expansive set of inclusion criteria, 739 hospitalizations, $35,033,157 in total charges, $13,346,099 in estimated total costs, and $7,020,877 in total reimbursements were identified. Of the 739 hospitalizations, Medicaid covered 546 hospitalizations (74 %), the largest proportion of total reimbursement (65 %), with estimated total costs of $10,135,048 (77 %). CONCLUSIONS Our study identified considerable costs for hospitalizations associated with OUD or OM for DH. Estimating costs for hospitalizations associated with OUD or OM through use of expanded inclusion methodology can guide future program planning to allocate resources efficiently for hospitals such as DH Medical Center.
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Affiliation(s)
- Aziza Arifkhanova
- Division of Scientific Education and Professional Development, Centers for Disease Control and Prevention, Atlanta, GA, USA; Denver Public Health, Denver Health and Hospital Authority, Denver, CO, USA.
| | | | - Alia Al-Tayyib
- Denver Public Health, Denver Health and Hospital Authority, Denver, CO, USA; Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - Julie Taub
- Department of Medicine, Denver Health and Hospital Authority, CO, USA; Division of Hospital Medicine, University of Colorado School of Medicine, USA
| | - Annette Encinias
- Behavioral Health Services Department, Denver Health and Hospital Authority, Denver, CO, USA
| | - Dean McEwen
- Denver Public Health, Denver Health and Hospital Authority, Denver, CO, USA
| | - Arthur Davidson
- Denver Public Health, Denver Health and Hospital Authority, Denver, CO, USA; Department of Preventive Medicine and Biometrics, University of Colorado School of Medicine, Aurora, CO, USA; Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Judith C Shlay
- Denver Public Health, Denver Health and Hospital Authority, Denver, CO, USA; Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, USA
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Masters ET, Ramaprasan A, Mardekian J, Palmer RE, Gross DE, Cronkite D, Von Korff M, Carrell DS. Natural Language Processing–Identified Problem Opioid Use and Its Associated Health Care Costs. J Pain Palliat Care Pharmacother 2019; 32:106-115. [DOI: 10.1080/15360288.2018.1488794] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Hagedorn H, Kenny M, Gordon AJ, Ackland PE, Noorbaloochi S, Yu W, Harris AHS. Advancing pharmacological treatments for opioid use disorder (ADaPT-OUD): protocol for testing a novel strategy to improve implementation of medication-assisted treatment for veterans with opioid use disorders in low-performing facilities. Addict Sci Clin Pract 2018; 13:25. [PMID: 30545409 PMCID: PMC6293521 DOI: 10.1186/s13722-018-0127-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 12/05/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In the US, emergency room visits and overdoses related to prescription opioids have soared and the rates of illicit opioid use, including heroin and fentanyl, are increasing. Opioid use disorder (OUD) is associated with higher morbidity and mortality, higher HIV and HCV infection rates, and criminal behavior. Opioid agonist therapy (OAT; methadone and buprenorphine) is proven to be effective in treating OUD and decreasing its negative consequences. While the efficacy of OAT has been established, too few providers prescribe OAT to patients with OUD due to patient, provider, or system factors. While the Veterans Health Administration (VHA) has made great strides in OAT implementation, national treatment rates remain low (35% of patients with OUD) and several facilities continue to have much lower prescribing rates. METHODS Eight VA sites with low baseline prescribing rates (lowest quartile, < 21%) were randomly selected from the 35 low prescribing sites to receive an intensive external facilitation implementation intervention to increase OAT prescribing rates. The intervention includes a site-specific developmental evaluation, a kick-off site visit, and 12 months of ongoing facilitation. The developmental evaluation includes qualitative interviews with patients, substance use disorders clinic staff, and primary care and general mental health leadership to assess site-level barriers. The site visit includes: (1) a review of site-specific barriers and potential implementation strategies; (2) instruction on using available dashboards to track prescribing rates and identify actionable patients; and (3) education on OAT, including, if requested, buprenorphine certification training for prescribers. On-going facilitation consists of monthly conference calls with individual site teams and expert clinical consultation. The primary outcomes is the proportion of Veterans with OUD initiating and sustaining OAT, with intervention sites expected to have larger increases in prescribing compared to control sites. Final qualitative interviews and a cost assessment will inform future implementation efforts. DISCUSSION This project will examine and respond to barriers encountered in low prescribing VHA clinics allowing refinement of an intervention to enhance access to medication treatment for OUD in additional facilities.
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Affiliation(s)
- Hildi Hagedorn
- Center for Chronic Disease Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mail Code#152, Minneapolis, MN 55417 USA
- Department of Psychiatry, University of Minnesota School of Medicine, Minneapolis, USA
| | - Marie Kenny
- Center for Chronic Disease Outcomes Research, Minneapolis Veterans Affairs Health Care System, 1 Veterans Drive, Mail Code#152, Minneapolis, MN 55417 USA
| | - Adam J. Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences Center (IDEAS 2.0), VA Salt Lake City Health Care System, 500 Foothill Drive, Salt Lake City, UT 84148 USA
- Program for Addiction Research, Clinical Care, Knowledge, and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, 30 N 1900 E, Salt Lake City, UT 84132 USA
| | - Princess E. Ackland
- Center for Chronic Disease Outcomes Research, Minneapolis Veterans Affairs Health Care System, South. Bldg. 9 Rm#316, Mail Code#152, Minneapolis, MN 55417 USA
- Department of Medicine, University of Minnesota, Minneapolis, USA
| | - Siamak Noorbaloochi
- Department of Medicine, University of Minnesota, Minneapolis, USA
- Center for Chronic Disease Outcomes Research, Minneapolis Veterans Affairs Health Care System, South. Bldg. 9 Rm#219, Mail Code#152, Minneapolis, MN 55417 USA
| | - Wei Yu
- Health Economics Research Center, VA Palo Alto Health Care System, 795 Willow Road (152 MPD), Menlo Park, CA 94025 USA
- Center for Health Policy and Center for Primary Care and Outcomes Research, Stanford University, Stanford, USA
| | - Alex H. S. Harris
- Center for Innovation to Implementation, Palo Alto Health Care System, 795 Willow Rd, MC152, Palo Alto, CA 94304 USA
- Department of Surgery, Stanford University, Stanford, USA
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Reinhart M, Scarpati LM, Kirson NY, Patton C, Shak N, Erensen JG. The Economic Burden of Abuse of Prescription Opioids: A Systematic Literature Review from 2012 to 2017. Appl Health Econ Health Policy 2018. [PMID: 30027533 DOI: 10.1007/s40258-018-0402-x.accessed4october,2020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
BACKGROUND Abuse of prescription opioids [opioid use disorder (OUD), poisoning, and fatal and non-fatal overdose] is a public health and economic challenge that is associated with considerable morbidity and mortality in the USA and globally. OBJECTIVE To systematically review and summarize the health economics literature published over the last 5 years that describes the economic burden of abuse of prescription opioids. METHODS Findings from searches of databases including MEDLINE, Embase, and Cochrane CENTRAL as well as hand searches of multiple conference abstracts were screened against predefined inclusion criteria to identify studies reporting cost and healthcare resource utilization (HRU) data associated with abuse of prescription opioids. RESULTS A total of 49 unique studies were identified. Most of the studies examined direct costs and HRU, which were substantially higher for abusers of prescription opioids than non-abuser controls in several matched cohort analyses (US$20,343-US$28,718 vs US$9716-US$14,079 for mean direct combined annual healthcare costs reported in 6 studies). Although only a small number of studies reported indirect costs, these findings suggest a high societal burden related to productivity losses, absenteeism, morbidity, and mortality among those who abuse opioids. Studies of medication-assisted treatment demonstrated that factors such as adherence, dose, formulation (film or tablet), and relapse during treatment, were associated with direct costs and HRU among treated patients. CONCLUSIONS This systematic literature review shows that abuse of prescription opioids is characterized by substantial direct healthcare costs, medical utilization, and related societal costs. Future research should further investigate the indirect costs of opioid abuse.
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Affiliation(s)
- Marcia Reinhart
- Analysis Group, Inc., 1010 El Camino Real, Suite 310, Menlo Park, CA, 94025, USA
| | - Lauren M Scarpati
- Analysis Group, Inc., 111 Huntington Avenue, 14th Floor, Boston, MA, 02199, USA
| | - Noam Y Kirson
- Analysis Group, Inc., 111 Huntington Avenue, 14th Floor, Boston, MA, 02199, USA.
| | - Cody Patton
- Analysis Group, Inc., 1010 El Camino Real, Suite 310, Menlo Park, CA, 94025, USA
| | - Nina Shak
- Analysis Group, Inc., 1010 El Camino Real, Suite 310, Menlo Park, CA, 94025, USA
| | - Jennifer G Erensen
- Purdue Pharma L.P., One Stamford Forum, 201 Tresser Boulevard, Stamford, CT, 06901, USA
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Reinhart M, Scarpati LM, Kirson NY, Patton C, Shak N, Erensen JG. The Economic Burden of Abuse of Prescription Opioids: A Systematic Literature Review from 2012 to 2017. Appl Health Econ Health Policy 2018; 16:609-632. [PMID: 30027533 PMCID: PMC6132448 DOI: 10.1007/s40258-018-0402-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND Abuse of prescription opioids [opioid use disorder (OUD), poisoning, and fatal and non-fatal overdose] is a public health and economic challenge that is associated with considerable morbidity and mortality in the USA and globally. OBJECTIVE To systematically review and summarize the health economics literature published over the last 5 years that describes the economic burden of abuse of prescription opioids. METHODS Findings from searches of databases including MEDLINE, Embase, and Cochrane CENTRAL as well as hand searches of multiple conference abstracts were screened against predefined inclusion criteria to identify studies reporting cost and healthcare resource utilization (HRU) data associated with abuse of prescription opioids. RESULTS A total of 49 unique studies were identified. Most of the studies examined direct costs and HRU, which were substantially higher for abusers of prescription opioids than non-abuser controls in several matched cohort analyses (US$20,343-US$28,718 vs US$9716-US$14,079 for mean direct combined annual healthcare costs reported in 6 studies). Although only a small number of studies reported indirect costs, these findings suggest a high societal burden related to productivity losses, absenteeism, morbidity, and mortality among those who abuse opioids. Studies of medication-assisted treatment demonstrated that factors such as adherence, dose, formulation (film or tablet), and relapse during treatment, were associated with direct costs and HRU among treated patients. CONCLUSIONS This systematic literature review shows that abuse of prescription opioids is characterized by substantial direct healthcare costs, medical utilization, and related societal costs. Future research should further investigate the indirect costs of opioid abuse.
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Affiliation(s)
- Marcia Reinhart
- Analysis Group, Inc., 1010 El Camino Real, Suite 310, Menlo Park, CA, 94025, USA
| | - Lauren M Scarpati
- Analysis Group, Inc., 111 Huntington Avenue, 14th Floor, Boston, MA, 02199, USA
| | - Noam Y Kirson
- Analysis Group, Inc., 111 Huntington Avenue, 14th Floor, Boston, MA, 02199, USA.
| | - Cody Patton
- Analysis Group, Inc., 1010 El Camino Real, Suite 310, Menlo Park, CA, 94025, USA
| | - Nina Shak
- Analysis Group, Inc., 1010 El Camino Real, Suite 310, Menlo Park, CA, 94025, USA
| | - Jennifer G Erensen
- Purdue Pharma L.P., One Stamford Forum, 201 Tresser Boulevard, Stamford, CT, 06901, USA
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Abstract
OBJECTIVE Opioid use disorder (OUD) can be managed with medication assisted therapy (MAT) (methadone [MET], buprenorphine [BUP], or extended-release naltrexone [XR-NTX]) or counseling alone (non-pharmacological therapy [NPT]). The objective of this study was to evaluate healthcare resource utilization and costs associated with XR-NTX compared with alternative treatments for opioid dependence. METHODS Adults with a diagnosis of opioid dependence who initiated treatment with XR-NTX, BUP, MET, or NPT between January 1, 2011 and December 31, 2014 were identified in the Truven Health MarketScan Commercial administrative claims database. Healthcare resource utilization, costs (inpatient [IP], emergency department [ED], outpatient [OP], and pharmacy) and adherence were evaluated for each cohort during 12-month baseline and follow-up periods. RESULTS A total of 29,235 patients were included in the analysis; 1,041, 20,566, 745, and 6,883 received XR-NTX, BUP, MET, and NPT, respectively. Patients in the XR-NTX cohort were significantly younger and had more comorbidities compared with the other cohorts. Patients in the XR-NTX group had the largest percentage decrease in IP and ED utilization and costs from baseline to follow-up. OP and pharmacy costs increased significantly from baseline to follow-up for all cohorts. Overall, there was no significant change in total healthcare costs for the XR-NTX group, whereas the costs increased significantly for other groups (BUP = +43%, MET = +47.7%, NPT = +38.8%). CONCLUSIONS Healthcare resource utilization and costs increased from baseline to follow-up in BUP, MET, and NPT patients, whereas patients receiving XR-NTX experienced no such increase. This analysis suggests there may be economic value in the use of XR-NTX for OUD.
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Mueller KG, Memtsoudis SG, Mariano ER, Baker LC, Mackey S, Sun EC. Lack of Association Between the Use of Nerve Blockade and the Risk of Persistent Opioid Use Among Patients Undergoing Shoulder Arthroplasty. Anesth Analg 2017; 125:1014-1020. [DOI: 10.1213/ane.0000000000002031] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Abstract
AIMS Subdermal implantable buprenorphine (BSI) was recently approved to treat opioid use disorder (OUD) in clinically-stable adults. In the pivotal clinical trial, BSI was associated with a higher proportion of completely-abstinent patients (85.7% vs 71.9%; p = .03) vs sublingual buprenorphine (SL-BPN). Elsewhere, relapse to illicit drug use is associated with diminished treatment outcomes and increased costs. This study evaluated the cost-effectiveness of BSI vs SL-BPN from a US societal perspective. METHODS A Markov model simulated BSI and SL-BPN cohorts (clinically-stable adults) transiting through four mutually-exclusive health states for 12 months. Cohorts accumulated direct medical costs from drug acquisition/administration; treatment-diversion/abuse; newly-acquired hepatitis-C; emergency room, hospital, and rehabilitation services; and pediatric poisonings. Non-medical costs of criminality, lost wages/work-productivity, and out-of-pocket expenses were also included. Transition probabilities to a relapsed state were derived from the aforementioned trial. Other transition probabilities, costs, and health-state utilities were derived from observational studies and adjusted for trial characteristics. Outcomes included incremental cost per quality-adjusted-life-year (QALY) gained and incremental net-monetary-benefit (INMB). Uncertainty was assessed by univariate and probabilistic sensitivity analysis (PSA). RESULTS BSI was associated with lower total costs (-$4,386), more QALYs (+0.031), and favorable INMB at all willingness-to-pay (WTP) thresholds considered. Higher drug acquisition costs for BSI (+$6,492) were outpaced, primarily by reductions in emergency room/hospital utilization (-$8,040) and criminality (-$1,212). BSI was cost-effective in 89% of PSA model replicates, and had a significantly higher NMB at $50,000/QALY ($20,783 vs $15,007; p < .05). CONCLUSIONS BSI was preferred over SL-BPN from a health-economic perspective for treatment of OUD in clinically-stable adults. These findings should be interpreted carefully, due to some relationships having been modeled from inputs derived from multiple sources, and would benefit from comparison with outcomes from studies that employ administrative claims data or a naturalistic comparative design.
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Affiliation(s)
| | - Ryan Dammerman
- b Formerly of Braeburn Pharmaceuticals , Princeton , NJ , USA
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Isenhour CJ, Hariri SH, Hales CM, Vellozzi CJ. Hepatitis C Antibody Testing in a Commercially Insured Population, 2005-2014. Am J Prev Med 2017; 52:625-631. [PMID: 28161033 DOI: 10.1016/j.amepre.2016.12.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 11/14/2016] [Accepted: 12/01/2016] [Indexed: 01/23/2023]
Abstract
INTRODUCTION In the U.S., the burden of hepatitis C virus (HCV) infection and associated sequelae is substantial. HCV prevalence is highest among those born in 1945-1965 (Birth Cohort). Newly diagnosed infections are increasing in younger people concurrent with rising opioid/heroin use. The Centers for Disease Control and Prevention (2012) and U.S. Preventive Services Task Force (2013) recommend HCV testing for at-risk individuals and one-time testing for the Birth Cohort. This study describes national trends in HCV antibody testing from 2005 to 2014. METHODS Using commercial and Medicare supplemental insurance claims data, people were identified who were continuously enrolled for ≥2 years during the 10-year study period, without prior HCV diagnosis (N=190,926,299). Current Procedural Terminology codes identified 3,382,267 unique antibody tests. Temporal trends in annual testing were evaluated using the Cochran-Armitage test, and primary ICD-9-CM diagnosis codes used at the time of testing were described. Data were analyzed in 2015 and 2016. RESULTS Testing was highest among those aged 18-29 and 30-39 years, increasing by 123% (1.66% to 3.71%) and 108% (1.99% to 4.13%), respectively (p<0.0001). Among the Birth Cohort, there was a 136% increase in HCV antibody testing from 2005 to 2014, with a 91% increase from 1.71% in 2011 to 3.26% 2014 (p<0.0001). CONCLUSIONS Although the increased HCV antibody testing observed among the Birth Cohort from 2011 to 2014 likely reflects early adoption of updated national testing recommendations, overall testing remains low in this commercially insured population, indicating a clear need for improvement.
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Affiliation(s)
- Cheryl J Isenhour
- Prevention Branch, Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, Georgia.
| | - Susan H Hariri
- Prevention Branch, Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Craig M Hales
- Prevention Branch, Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Claudia J Vellozzi
- Prevention Branch, Division of Viral Hepatitis, Centers for Disease Control and Prevention, Atlanta, Georgia
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King JB, Sainski-Nguyen AM, Bellows BK. Office-Based Buprenorphine Versus Clinic-Based Methadone: A Cost-Effectiveness Analysis. J Pain Palliat Care Pharmacother 2017; 30:55-65. [PMID: 27007583 DOI: 10.3109/15360288.2015.1135847] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The objective of this analysis was to compare the cost-effectiveness of clinic-based methadone maintenance therapy (MMT) and office-based buprenorphine maintenance therapy (BMT) from the perspective of third-party payers in the United States. The authors used a Markov cost-effectiveness model. A hypothetical cohort of 1000 adult, opioid-dependent patients was modeled over a 1-year time horizon. Patients were allowed to transition between the health states of in opioid dependence treatment and either abusing or not abusing opioids, or to have dropped out of treatment. Probabilities were derived from randomized clinical trials comparing methadone and buprenorphine. Costs included drug and administration, clinic visits, and therapy sessions. Effectiveness outcomes examined were (1) retention in the treatment program and (2) opioid abuse-free weeks. For retention in treatment at 1 year, MMT was more costly ($4,613 vs. $4,155) and more effective (20.3% vs. 15.9%) than BMT, resulting in an incremental cost-effectiveness ratio (ICER) of $10,437 per additional patient retained in treatment. MMT was also more effective than BMT in terms of opioid abuse-free weeks (9.2 vs. 9.1 weeks), resulting in an ICER of $8,515 per opioid abuse-free week gained. One-way sensitivity analyses found costs per week of MMT to have the largest impact on the retention-in-treatment outcome, whereas the probability of dropping out with MMT had the greatest impact on opioid abuse-free weeks. The authors conclude that MMT is cost-effective compared with BMT for the treatment of patients with opioid dependence. However, the treatment of substance abuse is complex, and decision makers should also consider individual patient characteristics when making coverage decisions.
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Clarke JL, Skoufalos A, Scranton R. The American Opioid Epidemic: Population Health Implications and Potential Solutions. Report from the National Stakeholder Panel. Popul Health Manag 2016; 19 Suppl 1:S1-10. [PMID: 26908092 DOI: 10.1089/pop.2015.0144] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Janice L Clarke
- 1 Jefferson College of Population Health, Thomas Jefferson University , Philadelphia, Pennsylvania
| | - Alexis Skoufalos
- 1 Jefferson College of Population Health, Thomas Jefferson University , Philadelphia, Pennsylvania
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Roland CL, Lake J, Oderda GM. Prevalence of Prescription Opioid Misuse/Abuse as Determined by International Classification of Diseases Codes: A Systematic Review. J Pain Palliat Care Pharmacother 2016; 30:258-268. [DOI: 10.1080/15360288.2016.1231739] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Abstract
IMPORTANCE It is important to understand the magnitude and distribution of the economic burden of prescription opioid overdose, abuse, and dependence to inform clinical practice, research, and other decision makers. Decision makers choosing approaches to address this epidemic need cost information to evaluate the cost effectiveness of their choices. OBJECTIVE To estimate the economic burden of prescription opioid overdose, abuse, and dependence from a societal perspective. DESIGN, SETTING, AND PARTICIPANTS Incidence of fatal prescription opioid overdose from the National Vital Statistics System, prevalence of abuse and dependence from the National Survey of Drug Use and Health. Fatal data are for the US population, nonfatal data are a nationally representative sample of the US civilian noninstitutionalized population ages 12 and older. Cost data are from various sources including health care claims data from the Truven Health MarketScan Research Databases, and cost of fatal cases from the WISQARS (Web-based Injury Statistics Query and Reporting System) cost module. Criminal justice costs were derived from the Justice Expenditure and Employment Extracts published by the Department of Justice. Estimates of lost productivity were based on a previously published study. EXPOSURE Calendar year 2013. MAIN OUTCOMES AND MEASURES Monetized burden of fatal overdose and abuse and dependence of prescription opioids. RESULTS The total economic burden is estimated to be $78.5 billion. Over one third of this amount is due to increased health care and substance abuse treatment costs ($28.9 billion). Approximately one quarter of the cost is borne by the public sector in health care, substance abuse treatment, and criminal justice costs. CONCLUSIONS AND RELEVANCE These estimates can assist decision makers in understanding the magnitude of adverse health outcomes associated with prescription opioid use such as overdose, abuse, and dependence.
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Affiliation(s)
- Curtis S Florence
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA
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Hale ME, Moe D, Bond M, Gasior M, Malamut R. Abuse-deterrent formulations of prescription opioid analgesics in the management of chronic noncancer pain. Pain Manag 2016; 6:497-508. [DOI: 10.2217/pmt-2015-0005] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Misuse, abuse and diversion of prescription opioid analgesics represent a global public health concern. The development of abuse-deterrent formulations (ADFs) of prescription opioid analgesics is an important step toward reducing abuse and diversion of these medications, as well as potentially limiting medical consequences when misused or administered in error. ADFs aim to hinder extraction of the active ingredient, prevent administration through alternative routes and/or make abuse of the manipulated product less attractive, less rewarding or aversive. However, opioid ADFs may still be abused via the intended route of administration by increasing the dose and/or dosing frequency. The science of abuse deterrence and the regulatory landscape are still relatively new and evolving. This paper reviews the current status of opioid ADFs, with particular focus on different approaches that can be used to deter abuse, regulatory considerations and implications for clinical management.
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Affiliation(s)
| | - Derek Moe
- CIMA Labs Inc., Brooklyn Park, MN, USA
| | - Mary Bond
- TEVA Pharmaceuticals, Frazer, PA, USA
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Oderda GM, Lake J, Rüdell K, Roland CL, Masters ET. Economic Burden of Prescription Opioid Misuse and Abuse: A Systematic Review. J Pain Palliat Care Pharmacother 2016; 29:388-400. [PMID: 26654413 DOI: 10.3109/15360288.2015.1101641] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
A 2009 systematic review found that the total cost of prescription opioid abuse in 2001 in the United States was approximately $8.6 billion and medical expenses were estimated to be $15,884 for opioid abusers and $1,830 for nonabusers. A search was conducted for English publications on the cost of prescription opioid abuse and misuse from 2009 to 2014. The initial literature search identified 5,412 citations. Title and abstract review selected 59 for further review. The final review process resulted in 16 publications for inclusion that examined cost from the payer perspective. Mean costs to the payer for abusers were $23,000-$25,000 per year and excess costs approximately $15,000 per patient. Three papers were identified that presented societal costs, including direct and indirect costs such as criminal justice costs and costs associated with lost productivity. The strongest evidence suggests that societal cost is in excess of $50 billion per year in the United States. Prescription opioid abuse and misuse is a common and important problem throughout the world that has significant associated societal costs and excess medical costs.
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Shei A, Rice JB, Kirson NY, Bodnar K, Enloe CJ, Birnbaum HG, Holly P, Ben-Joseph R. Characteristics of High-Cost Patients Diagnosed with Opioid Abuse. J Manag Care Spec Pharm 2016; 21:902-12. [PMID: 26402390 PMCID: PMC10397972 DOI: 10.18553/jmcp.2015.21.10.902] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Prescription opioid abuse is associated with substantial economic burden, with estimates of incremental annual per-patient health care costs of diagnosed opioid abuse exceeding $10,000 in prior literature. A subset of patients diagnosed with opioid abuse has disproportionately high health care costs, but little is known about the characteristics of these patients. OBJECTIVE To describe the characteristics of a subset of patients diagnosed with opioid abuse with disproportionately high health care costs to assist physicians and managed care organizations in targeting interventions at the costliest patients. METHODS This retrospective claims data analysis identified patients aged 12 to 64 years diagnosed with opioid abuse/dependence in the OptumHealth Reporting and Insights medical and pharmacy claims database, Quarter 1 (Q1) 1999-Q1 2012. Inclusion criteria required that patients had a diagnosis of opioid abuse during or after Q1 2006, no prior diagnoses of opioid abuse, and continuous non-HMO coverage over an 18-month study period. The study period comprised a 12-month observation period centered on the date of the first opioid abuse diagnosis (index date) and a 6-month baseline period immediately preceding the observation period. Patients in the top 20% of total health care costs in the observation period were classified as "high-cost patients," and the remaining patients were classified as "lower-cost patients." Patient characteristics, comorbidities, health care resource use, and health care costs were compared between high-cost patients and lower-cost patients using chi-square tests for dichotomous variables and Wilcoxon rank-sum tests for continuous variables. In addition, multivariate regression was used to assess the relationship between patient characteristics in the baseline period and total health care costs in the observation period among all patients diagnosed with opioid abuse. RESULTS 9,291 patients diagnosed with opioid abuse met the inclusion criteria. The 20% of patients classified as high-cost patients accounted for approximately two thirds of the total health care costs of patients diagnosed with opioid abuse. Compared with lower-cost patients, high-cost patients were older (42.5 vs. 36.1; P less than 0.001) and more likely to be female (55.9% vs. 42.9%; P less than 0.001). They had a higher comorbidity burden at baseline, as reflected in the Charlson Comorbidity Index (0.8 vs. 0.2; P less than 0.001), and rates of conditions such as chronic pulmonary disease (12.9% vs. 5.6%; P less than 0.001) and mild/moderate diabetes (8.4% vs. 3.4%; P less than 0.001). High-cost patients also had higher rates of nonopioid substance abuse diagnoses (12.4% vs. 8.9%; P less than 0.001) and psychotic disorders (26.5% vs. 13.6%; P less than 0.001). In the observation period, high-cost patients continued to have higher rates of nonopioid substance abuse diagnoses (53.0% vs. 47.2%; P less than 0.001) and psychotic disorders (67.1% vs. 47.5%; P less than 0.001). In addition, they had greater medical resource use across all places of service (i.e., inpatient, emergency department, outpatient, drug/alcohol rehabilitation facility, and other) compared with lower-cost patients. The mean observation period health care costs of high-cost patients was $89,177 compared with $11,653 for lower-cost patients (P less than 0.001). High-cost patients had higher medical costs linked to claims with an opioid abuse diagnosis in absolute terms, but the share of total medical costs attributed to such claims was lower among high-cost patients than among lower-cost patients. While many baseline characteristics were found to have a statistically significant (P less than 0.05) association with observation period health care costs, only 27.3% of the variation in observation period health care costs was explained by patient characteristics in the baseline period. CONCLUSIONS This study found that the costliest patients diagnosed with opioid abuse had high rates of preexisting and concurrent chronic comorbidities and mental health conditions, suggesting potential indicators for targeted intervention and a need for greater awareness and screening of comorbid conditions. Opioid abuse may exacerbate existing conditions and make it difficult for patients to adhere to treatment plans for those underlying conditions. Baseline patient characteristics explained only a small share of the variation in observation period health care costs, however. Future research should explore the degree to which other factors not captured in administrative claims data (e.g., severity of abuse) can explain the wide variation in health care costs among opioid abusers.
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Affiliation(s)
- Amie Shei
- Analysis Group, 111 Huntington Ave., Tenth Fl., Boston, MA 02199.
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Kirson NY, Shei A, Rice JB, Enloe CJ, Bodnar K, Birnbaum HG, Holly P, Ben-Joseph R. The Burden of Undiagnosed Opioid Abuse Among Commercially Insured Individuals. Pain Med 2015; 16:1325-32. [PMID: 25929289 DOI: 10.1111/pme.12768] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Revised: 03/09/2015] [Accepted: 03/25/2015] [Indexed: 12/01/2022]
Abstract
OBJECTIVES Estimate the prevalence and healthcare costs of undiagnosed opioid abuse among commercially insured individuals. STUDY DESIGN Retrospective analysis of de-identified pharmacy and medical claims data and publicly-available survey data (no IRB approval required). METHODS This study focused on commercially insured individuals. Rates of prescription pain-reliever abuse/dependence ("abuse") among individuals ages ≥12 were calculated using National Survey on Drug Use and Health (NSDUH) public-use data for 2006-2011 and assumed to capture both diagnosed and undiagnosed opioid abuse. Rates of undiagnosed opioid abuse were calculated as the difference between NSDUH rates and published rates of diagnosed opioid abuse. OptumHealth Reporting and Insights claims data were used to estimate the healthcare costs of undiagnosed abuse. Diagnosed abusers ages 12-64 were identified using ICD-9-CM diagnosis codes for opioid abuse/dependence. Pre-diagnosis costs were assumed to be a proxy for undiagnosed opioid abuse costs. The ratio of undiagnosed to diagnosed abuse costs was calculated as the ratio of annual per-patient healthcare costs between pre-diagnosis and post-diagnosis periods. RESULTS While rates of diagnosed opioid abuse among commercially insured individuals increased from 0.07% in 2006 to 0.19% in 2011, rates of undiagnosed abuse decreased from 0.42% to 0.38% over the same time period. Annual per-patient healthcare costs of undiagnosed abusers were 69.2% of those of diagnosed abusers. CONCLUSIONS Per-patient healthcare costs of undiagnosed abusers among the commercially insured are estimated to be lower than those of diagnosed abusers. However, the higher prevalence of undiagnosed opioid abuse implies that undiagnosed abuse represents a substantial burden to commercial payers.
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Affiliation(s)
| | - Amie Shei
- Analysis Group, Inc., Boston, Massachusetts
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